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HomeMy WebLinkAbout20230518EIM Report_Attachments.pdf Avista Corp. 1411 East Mission P.O. Box 3727 Spokane, Washington 99220-0500 Telephone 509-489-0500 Toll Free 800-727-9170 May 18, 2023 Jan Noriyuki, Secretary Idaho Public Utilities Commission 11331 W. Chinden Blvd. Bldg. 8, Suite 201-A Boise, Idaho 83714 Re: Case No. AVU-E-20-01 - Avista Corporation Energy Imbalance Market Report per Order No. 34606 Dear Ms. Noriyuki: Avista Corporation, dba Avista Utilities (Avista or the Company) provides this report on the Company’s operation in the Energy Imbalance Market (EIM) after one year of operation, detailing expenditures and informing the Commission of ongoing costs and benefits, as required by Order No. 34606 in Case No. AVU-E-20-01. I. Background On January 10, 2020, Avista Corporation applied to the Commission for an order allowing the Company to defer its Idaho jurisdictional incremental operation and maintenance ("O&M") costs associated with joining the California Independent System Operator's ("CAISO") Western Energy Imbalance Market ("EIM"). The Company sought to defer those costs until they could be included in base rates through a general rate case proceeding. The Company expected to “go-live” with the EIM by April 1, 2022. The Commission approved the request for deferred accounting treatment, authorizing Avista to track its Idaho jurisdictional incremental O&M expenses associated with joining the EIM in a deferral account, with no carrying charge. The Company was also directed to cease booking RECEIVED 2023 May 18, 3:07PM IDAHO PUBLIC UTILITIES COMMISSION costs to the deferral account at the go-live date.1 In addition, as noted at page 5 of Order No. 34606 the Commission ordered: [A]fter the Company has participated in the EIM for one-year, it will file a report with the Commission describing the costs and benefits of participation as of the date, in addition to any other relevant information. The Company is directed to include in this report any available benefit and cost information, including but not limited to the CAISO's quarterly Western EIM Benefits Report. In addition to the deferred accounting treatment approved in Docket AVU-E-20-01, the Commission also approved, per AVU-E-21-01 (Avista’s 2021 General Rate Case), Order No. 35169, that effective with the expected “go live” March 1, 2022 date, the Company will begin to reflect Idaho’s share of incremental EIM O&M expenses through the PCA up to Idaho’s share of EIM benefits that also will flow through the PCA. Any incremental EIM O&M expenses exceeding EIM benefits would continue to be deferred for review and determination of recovery in a future proceeding. Finally, through Commission review of the Company’s Annual Power Cost Adjustment (PCA) Application, Case No. AVU-E-22-11, Order No. 35543, the Commission continued to find it just and reasonable to authorize the Company to continue to recover EIM incremental expenses in the PCA, up to the benefits realized from the EIM, and to continue the current method of addressing EIM incremental expenses in the PCA process. During the 2022 PCA review, Staff verified the Company’s calculations of the EIM expenses, however the Commission directed the Company to explain its methodology for measuring EIM benefits, and how that method differs from CAISO’s method. Pursuant to Order No. 35543, the Company filed with the Commission on October 11, 2022 its report on its method for measuring EIM benefits and how that method differs from CAISO’s method (“EIM benefit report”). In Order No. 35606, the Commission acknowledged Avista’s EIM benefit report was in compliance with Order No. 35543. 1 Order No. 34606 at page 5. II. EIM REPORT DOCUMENTATION In compliance with Order No. 34606, although certain information has been previously reviewed or provided to the Commission, the following information is provided in support of Avista’s operation in the Energy Imbalance Market (EIM), after one year of operation, detailing expenditures and informing the Commission of ongoing costs and benefits: • Attachment A - Energy Imbalance Market Program Summary Report – this report summarizes the implementation of the EIM program, with total system (Washington/Idaho) incremental integration costs of $27.4 million, with $24.2 million in capital and $3.2 million in incremental expense. Annual O&M expense associated with incremental EIM employees and software maintenance costs are estimated at $3.1 million, with an annual capital estimate of $0.5 million to support software enhancements and upgrades. • Attachment B – Life to date (3/1/2023) EIM Capital Investment • Attachment C – Life to date (3/1/2023) EIM Expenses, Preliminary Benefit Calculation and Net Revenues and Sales • Attachment D – Avista’s October 11, 2022 EIM Benefit Compliance Report - Per Case No. AVU-E-22-11, explaining Avista’s methodology for measuring EIM benefits, and how that method differs from CAISO’s method. • Attachment E - CAISO's quarterly Western EIM Benefits Reports Additionally, listed below are incremental benefits Avista receives from participation in the EIM that are not quantifiable: • Enhanced grid reliability through sharing information on electricity delivery conditions between balancing authorities across the EIM region. • Congestion management functions in the market are more economically efficient than non-market curtailments and bilateral redispatch capabilities. • Balancing and regulation of renewable resources, allowing Avista to leverage available footprint wide market resources, instead of relying on only Company resources to provide regulation and meet flexible ramping requirements. • Hourly bilateral market liquidity has decreased substantially as most Pacific Northwest utilities are in the EIM. Since joining EIM Avista now accesses the 15- minute interval commitment and redispatches footprint wide on the 5-minute interval. • Better utilization of transmission for transfers between Avista and other EIM Entities. Finally, as discussed in Attachment D, Avista’s October 11, 2022 EIM Benefit Compliance Report, a process for determining Avista’s EIM benefits is defined and will be further developed through practice over time. Avista will continue refining its EIM Benefit methodology, identifying opportunities to further improve the accuracy of its EIM benefit calculation, and will provide an update on the EIM benefit calculation and results with the Company’s next annual PCA filing. For questions about this report please contact me at 509-495-8601 or liz.andrews@avistacorp.com. Sincerely, /s/ Elizabeth Andrews Elizabeth Andrews Sr. Manager, Revenue Requirements Enclosure ATTACHMENT A ENERGY IMBALANCE MARKET PROGRAM SUMMARY REPORT 11.29.2022 Program Approval to Close Program Close Summary Avista Confidential Page 1 of 26 Program Name: Energy Imbalance Market Program Manager: Kelly Dengel Business Case Name: Energy Imbalance Market Expenditure Request: 7141 – Energy Imbalance Market Submit Date: November 29, 2022 1 Key Roles & Program Information Program Sponsor(s): Scott Kinney/ Mike Magruder Business Case Owner(s): Kelly Dengel Business Program Manager: Kelly Dengel Executive Steering Committee Members: Jason Thackston, Heather Rosentrater, Jim Kensok, Ryan Krasselt, Kevin Christie, Scott Kinney Director Steering Committee Members: Kevin Holland, Alexis Alexander, Mike Magruder, Jim Corder, Hossein Nikdel, Adam Munson, John Wilcox, Pat Ehrbar, Todd Colton, Clay Storey Other Stakeholders: James Dykes, Robert Follini, Annette Brandon, Jacob Reidt, Kit Parker, Bob Weisbeck, Tom Dempsey, Alexis Alexander, Glen Farmer, Brad Calbick, Craig Figart, Kenny Dillon, Mike Andrea, Glenn Madden, Lamont Miles, Brian Hoerner, Xin Shane, Jason Pegg Program Approval to Close Program Close Summary Avista Confidential Page 2 of 26 2 Contents 1 KEY ROLES & PROGRAM INFORMATION ................................................................................................................................... 1 3 EXECUTIVE SUMMARY .............................................................................................................................................................. 3 4 PROGRAM IMPLEMENTATION COST COMPARISONS ................................................................................................................ 3 5 CAISO & AVISTA PROGRAM SCOPE ........................................................................................................................................... 4 6 AVISTA SCOPE DELIVERY BY CAISO EIM TRACK ......................................................................................................................... 6 6.1 TRACK 0/1 –EIM PROGRAM PLANNING & PROJECT MANAGEMENT DELIVERY ......................................................................................... 6 6.2 TRACK 2 – POLICY, LEGAL & SUPPORT DELIVERY ................................................................................................................................. 7 6.3 TRACK 3 – TRANSMISSION & GENERATION MODELING DELIVERY ........................................................................................................... 8 6.4 TRACK 4 – SYSTEM INTEGRATION & TESTING DELIVERY ........................................................................................................................ 9 6.5 TRACK 5 – METERING & SETTLEMENTS DELIVERY .............................................................................................................................. 12 6.6 TRACK 6 – OPERATIONS READINESS & TRAINING DELIVERY ................................................................................................................. 18 7 PROGRAM IMPLEMENTATION COSTS ..................................................................................................................................... 21 7.1 TOTAL PROGRAM COSTS ............................................................................................................................................................... 21 7.2 TOTAL PROGRAM COSTS BY BUSINESS UNIT ..................................................................................................................................... 22 7.3 TOTAL EXPENSE LABOR COSTS BY BUSINESS UNIT .............................................................................................................................. 22 7.4 TOTAL INCREMENTAL NON-LABOR EXPENSE COSTS ............................................................................................................................ 23 7.5 TOTAL INCREMENTAL COSTS .......................................................................................................................................................... 23 8 DIRECTOR APPROVALS ............................................................................................................................................................ 25 9 EXECUTIVE APPROVALS........................................................................................................................................................... 26 Program Approval to Close Program Close Summary Avista Confidential Page 3 of 26 3 Executive Summary On April 25, 2019, Avista signed the Western Energy Imbalance Market (WEIM) Implementation Agreement with the California Independent System Operator (CAISO) to join the market in April 2022. After a three-year implementation program, Avista successfully entered the WEIM ahead of schedule on March 2, 2022, under the allocated budget and delivered the required scope for market operations – all while navigating the challenges of the COVID-19 Pandemic. To support the integration effort, Avista contracted Utilicast as a market integration consultant to assist with market and software expertise. In preparation for the first of four CAISO integrated testing phases, Avista completed the required metering, controls and network upgrades by June 2021 and started connectivity/integration testing in early June 2021. Avista also purchased and configured eight EIM software applications, supplemented with internal system upgrades and integrations and began formal integration testing July 15, 2021. To support software integration testing and market operations, Avista established 17 new EIM positions (EIM Human Resource Plan) and began hiring in the summer of 2020 through market entry. Avista entered the three-month parallel operations testing phase with CAISO on December 1, 2021, and entered the market just after midnight at 00:00:01 on March 2, 2022. The EIM Implementation Program closed with total incremental integration costs at $27.4 million with $24.2 million in capital and $3.2 million in incremental expense. Annual O&M expense associated with incremental EIM employees and software maintenance costs are estimated at $3.1 million, with an annual capital estimate of $0.5 million to support software enhancements and upgrades. Table 1 – Incremental Implementation Program Actuals as of September 2022 4 Program Implementation Cost Comparisons The EIM Program implementation undertook two cost estimation phases. The first cost estimation results were reflected in the EIM Program Charter, finalized in May of 2019. The second cost estimation results were reflected in the EIM Scope Document, finalized in October 2020. The actual implementation costs as of accounting period September 2022 are reflected in this EIM Close Document. To provide a cost comparison, the financial charts will display information in terms of Charter vs. Scope vs. Close financials where applicable. The implementation effort required both capital and expense investments. Avista began charging EIM expense projects across six business units July 1, 2019, for both existing and incremental labor and non-labor costs. However, Avista did not create an individual expense project for each expense deliverable, as expense reporting is not tracked by deliverable within the Company financial records. When comparing expense estimates, some costs have been re-assigned from one cost area to another, and a direct comparison is not possible. Where possible, this document will represent expense costs in terms of existing and incremental labor. For metering projects, an estimated expense threshold of $10k was established to track costs associated with an individual expense project. The EIM Program documentation expressed costs in these terms: ▪ Implementation Capital – includes all known project costs for EIM software integration and testing, network infrastucture and metering and controls upgrades. ▪ Implementation Expense – includes all known expense costs associated with market integration prior to market entry, including existing Avista labor, new incremental Avista labor associated with the EIM HR Plan and non-labor expense items such as the CAISO milestone payments and Utilicast support. Where possible, a distinction of existing vs. incremental expense is noted. EIM Program Closed Actuals (as of 09/2022)Implementation Contingency Totals Annual O&M Expenses Annual Capital Capital $24.1 $0.1 $24.2 $0.0 $0.5 Incremental Expense $3.1 $0.1 $3.2 $3.1 $0.0 Total Costs $27.2 $0.2 $27.4 $3.1 $0.5 Program Approval to Close Program Close Summary Avista Confidential Page 4 of 26 ▪ Contingency – includes an estimate for capital and expense funds to cover unknown costs or increased costs above expected spend. This is consisent with Avista project estimating practices. ▪ Annual O&M Expenses – this includes all known updated costs associated with market operations post go-live, including the incremental Avista labor to support EIM operations (EIM HR Plan), CAISO grid management fees, and software maintenance and liscencing fees. ▪ Annual Capital – this represents anticipated capital costs for software enhancements and upgrades. Avista will have a better estimate after gaining operational experience and understanding the impact CAISO annual updates have on system integration. These annual capital costs were not included in the cost benefit anaylsis. The EIM Program closed with all financial activity complete as of the September 2022 accounting period. Costs in the “Closed Actuals” columns reflect final actual costs. 5 CAISO & Avista Program Scope The CAISO developed an implementation structure for market participants with six program tracks. A description with requirements, along with an Avista scope has been provided. CAISO EIM Track Avista Scope Complete – Yes/No/In Progress Track 0 Avista EIM Program Preparation Avista program structure, leadership, documentation, change management plan, internal project schedule, software procurement and contracting Yes Select System Integrator Yes Track 1 Planning & Project Management Joint Avista-CAISO project plan and schedule Yes Joint impact assessment document Yes Avista go-live support plan document Yes Joint checkpoint, progress evaluation meetings, etc. Yes Joint monthly project leadership meetings Yes Joint quarterly executive meetings Yes Track 2 Policy, Legal, Support EIM Entity Implementation Agreement Yes EIM Entity Agreement Yes EIM Entity Scheduling Coordinator (EESC) Agreement Yes EIM Participating Resource Scheduling Coordinator (PRSC) Agreement Yes EIM Participating Resource Agreement Yes Department of Market Monitor Filings Yes Market Base Rate Study Yes CAISO Implementation Milestone Payments Yes CAISO Grid Management Charge Yes Open Access Transmission Tariff (OATT) Filing Yes Track 3 Transmission & Generation Modeling Transmission Full Network Model (FNM) creation & maintenance Yes Integrate Energy Management System (EMS) to CAISO Automated Dispatch System Yes Master File / Generation Participation & Cost Modeling Yes Program Approval to Close Program Close Summary Avista Confidential Page 5 of 26 Major Maintenance Adders & Default Energy Bid logic Yes Energy Transfer System Resource (ETSRs) Yes Track 4 System Integration & Testing Acquire & configure Generation Outage Management software Yes Acquire & configure Transmission Outage Management software Yes Acquire & configure Participating Resource Scheduling Coordinator (PRSC) bidding & scheduling software (merchant) Yes Acquire & configure EIM Entity Scheduling Coordinator (EESC) scheduling software (transmission) Yes Acquire & configure PRSC settlement software (merchant) Yes Acquire & configure EESC settlement software (transmission) Yes Acquire & configure reporting & analytics software Yes Enhance & integrate Avista Decision Support System (ADSS) Yes Acquire & configure Energy Accounting software Yes Acquire & configure a E-Tagging solution Yes Enhance Nucleus functionality N/A Install new instance of Itron MV90 xi for meter data collection Yes Integrate EIM software systems Yes Integrate EIM software with CAISO systems Yes Pre-production testing with CAISO – Day in the Life phase Yes Pre-production testing with CAISO – Market Simulation phase Yes Pre-production testing with CAISO – Parallel Operations phase Yes Track 5 Metering & Settlements Low-Side Metering (LSM) installation at generation plants Yes High-Side Metering (HSM) installation at generation plants Yes Current Transformer (CT)/Potential Transformer (PT) testing/upgrades Yes Interconnection meter upgrades/reconfiguration at substations Yes Network and communications installations/upgrades Yes Generation plant Programmable Logic Control (PLC) upgrades Yes Creation, submission & approval of Settlement Quality Meter Data (SQMD) plans and metering portfolio to CAISO Yes Track 6 Operations Readiness & Training Create internal EIM training plan Yes Complete CAISO EIM computer-based training modules Yes CAISO conducts hands-on training for Avista Yes Develop internal operational EIM procedures Yes File internal operational EIM procedures with CAISO Yes Complete CAISO market readiness criteria worksheet Yes CAISO provides planned go-live operations procedure documents Yes CAISO files market readiness certificate with FERC prior to go-live Yes Develop & implement EIM operations & support model Yes EIM Human Resource Plan Yes EIM Transmission System Operations desk & remodel at Backup Control Center (BuCC) Yes EIM Transmission System Operations desk & remodel at Mission Yes Noxon 230kV Switchyard CIP Compliance Yes Program Approval to Close Program Close Summary Avista Confidential Page 6 of 26 6 Avista Scope Delivery by CAISO EIM Track 6.1 Track 0/1 –EIM Program Planning & Project Management Delivery 6.1.1 Utilicast – System Integrator Delivery Summary Avista engaged with Utilicast in three phases, with the intent to evaluate performance and value before signing additional EIM integration support agreements. Phase one in 2018 focused on the technology, metering, and network model assessment, helping Avista understand the CAISO requirements and processes, and identifying the gaps to be filled. After soliciting responses for a System Integrator via a Request for Information (RFI) proposal, Avista agreed to a sole sourcing engagement with Utilicast. This led to a second agreement in 2019 that focused on metering and generation control requirements and design, generation bidding strategies, development of technology application requirements and RFPs and the evaluation/selection of EIM software vendors. The third engagement was signed in December 2019 and focused on the program implementation efforts through go-live of 2022. When the 2020-22 Implementation agreement with Utilicast was signed, each deliverable was assigned an expense or capital indicator, which allowed for an estimate of annual expense and capital charges by year. The primary Utilicast expense drivers were associated with market training, business process design and generation/interchange modeling. 6.1.2 Utilicast Actuals During the two-year EIM implementation agreement, Utilicast supported Avista with subject matter experts in the areas of metering, resource modeling, bidding strategies, software implementation, market rules expertise, and training. The Utilicast implementation agreement concluded in June 2022. Utilicast capital costs closed at $3.2 million, approximately $0.5 million under the Scope budget, with savings attributed to limited travel (Covid-19 pandemic) and effective management of deliverables between Avista and Utilicast. Utilicast expense costs closed at $1.2 million, approximately $0.45 million under the Scope estimates, with savings also attributed to limited travel and effective joint management of program deliverables. Table 2 – Utilicast Agreements Financial Comparison as of September 2022 Table 3 – Utilicast 2020-2022 Implementation Agreement Actuals by Business Unit Financial Comparison as of September 2022 Agreement Year Capital Expense Capital Expense Capital Expense Technology RFP 2019 $ - $ 500,000 $ - $ 508,435 $ - 508,435$ Implementation 2020-2022 $ 3,200,000 $ - $ 3,700,000 $ 1,150,000 3,238,235$ 708,052$ $ 3,200,000 $ 500,000 $ 3,700,000 $ 1,658,435 3,238,235$ 1,216,486$ Actuals Scope Estimates (as of 08/2020)Utilicast Agreements Charter Estimates (as of 05/2019) Totals Closed Actuals (as of 09/2022) Business Units CAISO Track Capital Expense Capital Expense Capital Expense ET Applications Track 4 $ 2,986,181 $ 2,986,181 2,676,885$ ET Network Track 4 & 5 $ 67,060 $ 67,060 42,364$ GPSS Track 5 $ 67,060 $ 67,060 32,639$ Substation & Third Party Generation Track 5 $ 67,060 $ 67,060 35,539$ Transmission Track 4 $ 40,000 $ 40,000 25,841$ Facilities Track 6 $ - $ - -$ ADSS Track 4 $ 472,639 $ 472,639 424,967$ EIM Program All $ - $ 1,600,000 $ - $ 1,150,000 -$ 708,052$ Utilicast Totals $ 3,700,000 $ 1,600,000 $ 3,700,000 $ 1,150,000 3,238,235$ 708,052$ Implementation Agreement (as of 10/2019) Scope Estimates (as of 08/2020) Closed Actuals (as of 09/2022) Utilicast Implementation Agreement (signed 10/2019) Program Approval to Close Program Close Summary Avista Confidential Page 7 of 26 6.2 Track 2 – Policy, Legal & Support Delivery 6.2.1 Policy, Legal & Support Delivery Summary Apart from professional services to support the EIM Market Base Rate Study, most costs represented in this section are implementation expense (existing and incremental). Although an estimate was provided by deliverable, actual expense costs were not tracked by individual deliverable, but by business unit. See Table 24 – Total Incremental & Non- Incremental Labor Actuals for expense costs by business unit, which includes delivery of these items. Table 4 – Policy, Legal, Support Financial Comparison as of September 2022 6.2.1.1 EIM Agreements Avista signed various CAISO agreements to conduct operations as a Merchant Scheduling Coordinator and Entity Scheduling Coordinator to transact in the market. This also included items such as financial forms, certifications, risk policies, and user and contact lists. All EIM agreements were executed by March 2021. 6.2.1.2 Open Access Transmission Tariff (OATT) Avista made changes to its OATT to accommodate transmission utilization in the EIM, change ancillary service charges and incorporate EIM financial settlement obligations. The updated OATT was filed with FERC on October 27, 2021, and approved January 28, 2022. 6.2.1.3 Market Base Rate Study Market Based Rate (MBR) authority represents permission granted by FERC to allow power to be sold at market rates, as opposed to a traditional cost of service rate (also known as cost-plus). An EIM MBR study was required to ensure Avista didn’t have the ability to set the market price within the market. The EIM MBR was filed with FERC on June 30, 2021 and approved on February 28, 2022. 6.2.1.4 Professional Services In addition to Utilicast support, Avista contracted Llyod Reed Consulting to conduct the EIM MBR study at a cost of $0.05 million. 6.2.1.5 Department of Market Monitoring Filings Avista submitted and negotiated Major Maintenance Adders (MMAs) and Default Energy Bids (DEB) by generation resource with the ISO’s Department of Market Monitoring. These had multiple internal reviews before submission and approval by the CAISO on February 7, 2022. 6.2.1.6 CAISO Milestone Payments As part of the EIM Implementation Agreement with the CAISO, six milestone payments were required. Each milestone payment was $50k, for a total implementation fee of $300k, and were planned as expense. Apart from the first expense milestone payment, the remaining payments were reclassified to capital in support of EIM software and system integration testing efforts and are captured in the software actuals costs in Table 8. Capital Implementation Expense Ongoing Expense Capital Implementation Expense Ongoing Expense Capital Implementation Expense Ongoing Expense EIM Agreements $ - $ - $ - $ - $ - $ - $ - OATT $ - $ - $ - $ - $ - $ - $ - Market Base Rate Study $ - $ - $ - $ - $ - $ - $ - DMM Filings $ - $ - $ - $ - $ - $ - $ - $ - Professional Services $ - $ 105,000 $ - $ - $ 105,000 $ - $ - $ 50,216 $ - CAISO Payments $ - $ 300,000 $ - $ - $ 300,000 $ - $ 250,000 50,000$ $ - CAISO Grid Management Fee $ - $ - $ 120,000 $ - $ - $ 120,000 $ - $ - 216,281$ Totals $ - $ 535,000 $ 120,000 $ - $ 535,000 $ 120,000 $ - $ - $ - Utilicast $ - $ - $ - $ - $ - $ - $ - $ - $ - Grand Totals $ - $ 535,000 $ 120,000 $ - $ 535,000 $ 120,000 $ 250,000 $ 100,216 $ 216,281 Charter Estimates (as of 05/2019) $ 130,000 $ 130,000 Scope Estimates (as of 08/2020) Track 2 - Policy & Legal Closed Actuals (as of 09/2022) Program Approval to Close Program Close Summary Avista Confidential Page 8 of 26 Table 5 – CAISO EIM Implementation Agreement Milestone Payments CAISO Milestone Dates for March 2, 2022 Entry Amount Due Milestone 1 – Sign EIM Implementation Agreement April 2020 $50,000 Milestone 2 – Deploy Avista’s FNM in a non-production CAISO environment June 30, 2021 $50,000 Milestone 3 – Promote Avista’s FNM to Market Simulation environment July 15, 2021 $50,000 Milestone 4 – Begin Market Simulation Testing October 1, 2021 $50,000 Milestone 5 – Begin Parallel Operations Testing December 1, 2021 $50,000 Milestone 5 – Begin EIM Operations in Production March 2, 2022 $50,000 Total $300,000 6.2.1.7 CAISO Grid Management Charge The CAISO charges EIM participants a grid management fee based on the amount of MWhs transacted in the market and is assessed through the CAISO settlement process. The Scope estimate for this on-going variable expense charge was $0.1 million, while actuals as of September 2022 are $0.2 million. 6.3 Track 3 – Transmission & Generation Modeling Delivery 6.3.1 Transmission & Generation Modeling Delivery Summary Apart from CAISO Dispatch Integration project, most of the costs represented in this section are implementation expense (existing and incremental). Although an estimate was provided, actual expense costs were not tracked by individual deliverable, but by business unit. See Table 24 – Total Incremental & Non-Incremental Labor Actuals for expense costs by business unit, which includes delivery of the Master File/Generation Participation and Cost Modeling, and Energy Transfer System Resource work. Table 6 – Transmission & Generation Modeling Financial Comparison as of September 2022 6.3.1.1 Transmission Full Network Model (FNM) Creation The creation of the transmission Full Network Model (FNM), real-time state estimation, and real-time contingency analysis was not funded under the EIM implementation; however, it was critical for market operations. Avista delivered the first version of the FNM in June 2021, in accordance with Milestone 2, and updated the model as Avista progressed through the market testing phases. The model will be updated in accordance with CAISO’s planned FNM database release schedule. 6.3.1.2 FNM EIM Support The capital funds planned in the Charter and the Scope documents were allocated to support implementation of the CAISO Dispatch Integration project, while the on-going expense labor was included in the EIM Human Resource Plan costs (see Section 6.6.1.2). Capital Implementation Expense Ongoing Expense Capital Implementation Expense Ongoing Expense Capital Implementation Expense Ongoing Expense FNM Creation* $ - $ - $ - $ - $ - $ - $ - $ - $ - FNM EIM Support $ 80,000 $ - $ 50,000 $ 80,000 $ - $ 50,000 $ - $ - $ - EIM Dispatch Module $ 156,000 $ - $ - $ 160,000 $ - $ - $ 499,742 $ - $ - Master File / Gen Cost Modeling $ 200,000 $ - $ - $ - $ 200,000 $ - $ - $ - $ - Totals $ 436,000 $ - $ 50,000 $ 240,000 $ 200,000 $ 50,000 $ - $ - Utilicast $ 40,000 $ - $ - $ 40,000 $ - $ - $ 25,841 $ - $ - Grand Totals $ 476,000 $ - $ 50,000 $ 280,000 $ 200,000 $ 50,000 $ 525,583 $ - $ - Track 3 - Transmission & Generation Modeling * Funded by SCADA Business Case Scope Estimates (as of 08/2020)Charter Estimates (as of 05/2019)Closed Actuals (as of 09/2022) Program Approval to Close Program Close Summary Avista Confidential Page 9 of 26 6.3.1.3 EIM Dispatch Module / Integration with CAISO Automated Dispatch System Avista integrated its Supervisory Control and Data Acquisition (SCADA) system with the CAISO Automated Dispatch System (ADS) to receive market Dispatch Operating Targets (DOTs) and send them to the generation plants control systems for targeted energy output. At the time of the Scope Document, it was unknown how much scope would be completed within the GPSS control upgrade projects vs. the integration effort with SCADA. After the GPSS control projects were complete, $336k was transferred from GPSS to this project, along with $50k of the FNM EIM capital line listed above and a contingency request to fund the project. The CAISO Dispatch Integration (EIM Dispatch Module listed in Table 4) project began in May 2021 to support Parallel Operations testing in December 2021, transferred to plant in March 2022 and completed at $0.53 million, inclusive of Utilicast costs. 6.3.1.4 Master File / Generation Participation & Cost Modeling Avista began the data collection process for the Generation Resource Data Template (GRDT) and the Interconnection Resource Data Template (IRDT) in December 2019 to support market operations and submit to the CAISO Master File application. The GRDTs described the physical and operational properties of each generation resource, while the IRDTs represented Energy Transfer System Resource (ETSR) physical locations and market dispatch transmission limits between Balancing Authorities Areas (BAAs). The GRDT and IRDT data files were configured with CAISO and in the EIM software to support market testing and will continue to be evaluated/updated for operational efficiency and performance. 6.4 Track 4 – System Integration & Testing Delivery 6.4.1 EIM Software Summary In June of 2019, Avista engaged with Utilicast to define the system requirements for various EIM software applications. Avista issued two technology-based RFPs – the Generation and Transmission Outage Management System in August 2019 and the Bid to Bill EIM suite, including the PRSC and EESC for scheduling, the PRSC and EESC for settlements, Energy Accounting and an Analytics/Reporting application in October 2019. A recommendation to purchase Power Cost, Inc.’s (PCI) products for OMS, EESC, PRSC and Energy Accounting was made, along with Power Settlements (PS) products for settlements and analytics, to the EIM Director Steering Committee in November 2019 and to the Executive Steering Committee in December 2019. After the Executive Steering Committee approval, Avista engaged with PCI and Power Settlements to negotiate the terms and conditions of the agreements, as well as the implementation costs (capital) and on-going operating expense (expense). In March 2020, Avista concluded the negotiations with PCI, and in May 2020 concluded the negotiations with Power Settlements for the systems in Table 7. Table 7 – EIM Bid to Bill Software Suite Vendor Application Name Function Power Costs, Inc Asset Operations Generation Outage Management Transmission Outage Management GenManager Front Office PRSC Bidding & Scheduling EESC Scheduling Energy Accounting Energy Accounting Power Settlements Settle Core PRSC Settlements EESC Settlements Visual Analytics Performance & Analytics Beyond the EIM Bid to Bill software provided by PCI and PS, Avista also implemented software to support meter data collection and a Variable Energy Resource (VER) forecast submission. When Avista conducted the RFP, the Avista Decision Support System (ADSS) was planned to perform EIM bid calculation and base schedule creation. At the time of the Charter estimates, Utilicast estimates were provided as a total amount and were not separated by program area. As such, the Charter Estimates in Table 8 below does not have Utilicast costs included for software Program Approval to Close Program Close Summary Avista Confidential Page 10 of 26 implementation. The Scope Estimate section of Table 8 below represents the EIM software implementation capital estimates of $18.4 million, with vendor labor, software licensing, hardware and existing labor combined in the individual project costs, while the Utilicast costs and labor associated with EIM Human Resources Plan are separate. The Close Actuals section represents individual project costs with the inclusion of the EIM Human Resource Plan incremental labor, existing Avista labor and vendor costs, while separating the Utilicast charges for the EIM software suite and ADSS from the project totals. Most of the software projects transferred to plant in March 2022, had warranty charges through the end of May and trailing charges through September 2022. The software warranty period completed May 31, 2022, and Utilicast support completed by June 30, 2022. The capital software implementation completed at $14.7 million, $3.7 million under the Scope Document budget with savings attributed to reduced incremental and existing employee labor and avoided Utilicast and vendor travel costs. Software implementation expense actuals were as planned, while on-going O&M EIM software expense is forecasted at $0.55 million, $0.08 million over the Scope budget due to additional software purchased during the implementation. Table 8 – EIM Software Financial Comparison as of September 2022 Capital Implementation Expense Ongoing Expense Capital Implementatio n Expense Ongoing Expense Capital Implementatio n Expense Ongoing Expense EIM Software Vendors $ 2,380,000 $ - $ 500,000 -$ -$ -$ -$ -$ -$ EIM Software Internal Labor $ 2,964,000 $ - $ - -$ -$ -$ -$ -$ -$ PCI EESC Scheduling $ - $ - $ - 1,599,004$ 10,152$ $ 100,395 1,326,475$ 10,152$ $ 129,945 PCI PRSC Bidding & Scheduling $ - $ - $ - 1,731,003$ 10,152$ $ 100,395 1,531,629$ 10,152$ $ 100,395 PCI OMS (Gen / Trans) Phase 1 1,421,499$ 1,048,885$ PCI OMS (Gen / Trans) Phase 2 459,591$ 294,550$ PCI Energy Accounting -$ -$ -$ 1,586,342$ 8,122$ $ 100,395 1,156,219$ 8,122$ $ 100,395 PS PRSC & EESC Settlement -$ -$ -$ 2,256,541$ 22,500$ $ 64,637 1,843,191$ 22,500$ $ 93,790 ADSS Phase 1 -$ -$ -$ -$ -$ 2,258,109$ -$ -$ ADSS Phase 2 -$ -$ -$ -$ -$ 1,285,466$ -$ -$ ADSS Disaster Recovery -$ -$ -$ -$ -$ -$ 96,561$ -$ -$ Itron MV90xi -$ -$ -$ 438,166$ -$ -$ 438,168$ -$ $ 21,816 Itron MV90xi Additional Licenses -$ -$ -$ -$ -$ -$ 23,143$ -$ -$ CT/PT Accuracy Testing -$ -$ -$ 11,004$ -$ -$ 11,004$ -$ -$ VER Forecast -$ -$ -$ 200,000$ -$ $ 15,000 323,905$ -$ $ 15,000 Totals $ 5,344,000 $ - $ 500,000 $ 12,690,641 $ 64,625 $ 465,783 $ 11,637,305 $ 64,625 $ 546,302 Utilicast (Technology RFP)-$ 500,000$ -$ -$ 508,435$ -$ 508,435$ -$ Utilicast (EIM Suite)-$ -$ -$ 2,986,181$ -$ -$ 2,676,885$ -$ -$ Utilicast (ADSS)-$ -$ -$ 472,639$ -$ -$ 424,967$ -$ -$ EIM HR Plan (Incremental Labor)-$ -$ -$ 2,255,219$ -$ -$ -$ -$ -$ Grand Totals 5,344,000$ 500,000$ 500,000$ 18,404,680$ 573,060$ 465,783$ 14,739,157$ 573,060$ 546,302$ $ 84,961 Closed Actuals (as of 09/2022) $ 13,699 Scope Estimates (as of 08/2020) 2,987,491$ -$ -$ -$ $ 13,699 $ 84,961 Vendor Track 4 - EIM Software Projects Charter Estimates (as of 05/2019) Program Approval to Close Program Close Summary Avista Confidential Page 11 of 26 6.4.1.1 EIM Software Projects – Capital Actuals Summary Table 9 below represents EIM software capital projects Transferred to Plant (TTP) between January 2020 and March 2022, with total project costs associated with internal Avista labor (existing and incremental), Utilicast, software vendors, and software hardware/licensing. Table 9 – EIM Software Projects Capital Actuals as of September 2022 6.4.1.1.1 EIM Software Suite The EIM software suite consisted of the applications purchased from PCI and Power Settlements. After contract negotiations were complete in March 2020 (PCI) and May 2020 (PS), capital projects began in March 2020 (PCI) and in July 2020 (PS) in preparation for the first CAISO software testing milestone on July 15, 2021. In the design phase for the EESC project, additional tagging software was needed to support EESC settlements, which resulted in the purchase of Open Access Technology, Inc.’s (OATI) Tag Forwarding service and PCI’s E-Tag Forwarding service. The OMS application was delivered into two phases: OMS Phase 1 to support CAISO Reliability Coordination (RC) functionality, while OMS Phase 2 focused on functionality to support market entry. Apart from OMS Phase 1, the EIM software suite applications transferred to plant in March 2022 and completed at a total cost of $9.8 million. 6.4.1.1.2 Avista Decision Support System Avista estimated $1 million in internal labor to perform the ADSS enhancements but did not include estimates for professional services to develop the business logic functionality or data integration with other EIM applications. The estimate was increased to $3.46 million in August 2020 to include updated labor estimates, professional services, Utilicast costs and full integration costs. The ADSS delivery was separated into two phases: ADSS Phase 1 supported the OMS Phase 1 project for CAISO Reliability Coordinator) functionality, while ADSS Phase 2 focused on functionality required for market entry. ADSS Phase 1 and 2 is completed at $4.0 million, $0.55 million over the Scope budget, with increased costs associated with professional services for calculation logic and contracted non-labor. In the event of a disaster rendering ADSS software unavailable from Mission Campus servers, Avista installed a parallel version of the ADSS software and associated hardware in the San Jose Disaster Recovery environment. This project was not planned in the Charter or the Scope Document and completed at $0.1 million. TTP Date Labor Vendor Hardware / Licenses Utilicast Total PCI EESC Scheduling Mar-22 819,262$ 291,345$ 215,868$ 559,684$ 1,886,159$ PCI PRSC Bidding & Scheduling Mar-22 1,074,586$ 251,967$ 205,076$ 524,449$ 2,056,078$ PCI OMS (Gen / Trans) Phase 1 Jun-21 641,845$ 149,726$ 257,314$ 623,000$ 1,671,885$ PCI OMS (Gen / Trans) Phase 2 Mar-22 145,514$ 124,246$ 24,790$ 198,082$ 492,632$ PCI Energy Accounting Mar-22 698,360$ 253,857$ 204,002$ 377,210$ 1,533,429$ PS PRSC & EESC Settlement Mar-22 848,727$ 540,263$ 454,201$ 339,720$ 2,182,911$ 4,228,294$ 1,611,404$ 1,361,251$ 2,622,145$ 9,823,094$ ADSS Phase 1 Jun-21 2,084,641$ 151,416$ 22,052$ 62,360$ 2,320,469$ ADSS Phase 2 Mar-22 1,133,914$ 72,800$ 78,752$ 362,607$ 1,648,073$ ADSS Disaster Recovery May-22 28,521$ -$ 68,040$ -$ 96,561$ Itron MV90xi Jan-20 228,262$ 13,247$ 196,659$ -$ 438,168$ Itron MV90xi Additional Licenses Nov-21 2,413$ -$ 20,730$ -$ 23,143$ CT/PT Accuracy Testing Apr-20 550$ -$ 10,454$ -$ 11,004$ VER Forecast Mar-22 323,905$ -$ -$ 54,740$ 378,645$ 8,030,500$ 1,848,867$ 1,757,938$ 3,101,852$ 14,739,157$ Closed Actuals (as of 09/2022) Grand Totals EIM Software Suite Totals Vendor Track 4 - EIM Software Projects Program Approval to Close Program Close Summary Avista Confidential Page 12 of 26 6.4.1.1.3 EIM MV90xi Avista installed Itron’s MV90xi meter head-end system to collect interval meter data from generation and substation interconnection sites for market submission. The project with Itron began in Q2 2019, transferred to plant in January 2020 and completed at $0.44 million. 6.4.1.1.4 Current Transformer/Potential Transformer (CT/PT) Accuracy Testing To support the transformer accuracy testing efforts at substation and generation locations, Avista purchased software called “CT Analyzer” offered by Omicron. These costs were not planned in the Charter and the actual software cost was $11k. This software supported metering research expense efforts shown in Table 10 and Table 12. 6.4.1.1.5 Variable Energy Resource (VER) Forecast To forecast Variable Energy Resources (VER) generation output, Avista required a solution capable of a five- minute generation forecast based on weather conditions for all VER generators in Avista’s Balancing Authority Area (BAA). To satisfy this requirement, Avista expanded its existing forecasting agreement with Vaisala for wind resources and contracted with CAISO to provide a solar generation forecast. The project began in Q1 2021, transferred to plant in March 2022, and completed at $0.38 million. 6.4.1.2 EIM Software – Implementation Expense Actuals Summary The software implementation expense covered cost associated with vendor-provided software training. This non-labor incremental expense was planned at $0.57 million in the Scope Document and completed at $0.57 million. 6.4.1.3 EIM Software – On-Going Expense Estimate Summary The on-going O&M expense associated with EIM software maintenance and service agreements was planned at $0.47 million in the Scope Document, while close actuals are planned at $0.55 million, with increases attributed to the EESC tag forwarded services, MV90xi and the settlements software. 6.4.1.4 EIM Software – Annual Upgrades & Enhancements The CAISO releases annual market enhancements which affect EIM software and may cause subsequent internal integration changes. Avista has forecasted costs for annual upgrades and enhancements to expand capabilities and increase efficiencies under the Energy Markets Modernization and Operational Efficiency Business Case at $500k annually. These estimates are preliminary and will be refined as Avista gains operational market experience. 6.5 Track 5 – Metering & Settlements Delivery 6.5.1 Generation Production & Substation Support Delivery Summary In 2018, Utilicast and Avista partnered to conduct a site-specific metering assessment to document Avista’s generation metering and controls infrastructure, highlighting existing assets that were insufficient for EIM entry. Sites were divided into two categories: market dispatch and non-dispatch, and very high-level cost estimates assigned. Early in the first quarter of 2019, Generation Production & Substation Support (GPSS) refined these estimates based on known participation decisions and market strategy information, however detailed site-specific scope was not yet defined. In March 2019, GPSS completed their estimate updates, bringing the capital metering and controls costs to approximately $5.07 million, as reflected in the EIM Program Charter document, and projects began in the summer of 2019. Throughout 2020, GPSS conducted Resource Participation Strategy Workshops by plant to finalize detailed project scope at each generation site. As a result, some changes to project scope and cost estimates occurred. In August 2020, GPSS updated its forecasted scope, schedule, and budget with an approved capital budget of $4.4 million, including Utilicast support costs of $.06 million, and $0.28 million in implementation expense, as reflected in the October 2020 EIM Program Scope document. Program Approval to Close Program Close Summary Avista Confidential Page 13 of 26 By June of 2021, GPSS had transferred to plant nine capital metering and controls projects, and by December 2021 the projects officially closed with a total capital investment of $4.22 million – approximately $0.24 million under the EIM Program Scope Document approval. The Utilicast contribution to GPSS projects closed at $0.03 million, approximately $0.04 million under Scope Document approvals. The total implementation expense charges closed at $0.24 million, approximately $0.05 million under the Scope Document approvals. Table 10 – GPSS Financial Comparison as of September 2022 6.5.1.1 GPSS Projects – Capital Actuals Summary The below table represents GPSS EIM capital projects completed between summer 2019 and June 2021, with combined Avista and Utilicast costs per location and project type. Table 11 – GPSS Capital Actuals as of September 2022 6.5.1.1.1 High Side Meter Project Actuals The High-Side Meter (HSM) projects installed SEL-735 meters on the substation-side of the Generation Step- up Units (GSU) in accordance with Avista’s SEL-735 Combined (interchange and generation) Meter Setting Standard. Under GPSS direction, Avista delivered HSM upgrades at Noxon Rapids Hydro Electric Dam (HED), Cabinet George HED and the Rathdrum Combustion Turbine (CT), with a total cost of $1.71 million. 6.5.1.1.2 Low Side Meter Project Actuals The Low-side meter (LSM) projects installed SEL-735 meters at plant-side of the GSU in accordance with Avista’s SEL-735 Combined Meter Setting Standard. Under GPSS direction, Avista delivered LSM upgrades at Long Lake HED, Nine Mile HED, Post Falls HED and Boulder Park CT, with a total cost of $1.20 million. 6.5.1.1.3 Programmable Logic Control Project Actuals GPSS Project Type Capital Implementation Expense Ongoing Expense Capital Implementation Expense Ongoing Expense Capital Implementation Expense Ongoing Expense HSM $ 2,336,696 $ - $ - $ 2,137,536 $ - $ - $ 1,699,561 $ - $ - PLC $ 2,131,353 $ - $ - $ 1,594,331 $ - $ - $ 1,286,691 $ - $ - LSM $ 607,615 $ - $ - $ 663,490 $ - $ - $ 1,199,237 $ - $ - LSM Reconfiguration $ - $ - $ - $ - $ 222,326 $ - $ - $ 173,362 $ - Metering Research $ - $ - $ - $ - $ 62,250 $ - $ - $ 62,250 $ - Totals $ 5,075,664 $ - $ - $ 4,395,356 $ 284,576 $ - $ 4,185,489 $ 235,612 $ - Utilicast $ - $ - $ - $ 67,060 $ - $ - $ 32,639 $ - $ - Grand Totals $ 5,075,664 $ - $ - $ 4,462,416 $ 284,576 $ - $ 4,218,128 $ 235,612 $ - Charter Estimates (as of 05/2019)Closed Actuals (as of 09/2022)Scope Estimates (as of 08/2020) Location Project Type Actual Capital Cost Noxon HSM 443,614$ Cabinet Gorge HSM 572,724$ Rathdrum CT HSM 698,522$ 1,714,860$ Boulder Park LSM 261,349$ Long Lake LSM 403,553$ Nine Mile LSM 205,713$ Post Falls LSM 339,095$ 1,209,710$ Noxon PLC 730,061$ Cabinet Gorge PLC 563,497$ 1,293,558$ 4,218,128$ Subtotal Subtotal Total Capital Subtotal GPSS Capital - Final Closed Actuals Program Approval to Close Program Close Summary Avista Confidential Page 14 of 26 The Programmable Logic Control projects (PLC) installed an EIM PLC system to act as an interface point between SCADA system, plant high-side meters, low-side meters and plant unit controllers, with an input switch for EIM participation and non-EIM participation mode. Under GPSS direction, Avista delivered PLC upgrades at Noxon Rapids HED and Cabinet George HED, with a total cost of $1.29 million. 6.5.1.2 GPSS Implementation Expense Projects – Expense Actuals Summary The below table represents GPSS EIM implementation expense projects completed between spring 2019 and June 2021, with combined Avista and Utilicast costs per location and project type. An estimated expense threshold of $10k was established to track expense costs associated with an individual project. The LSM and HSM projects listed below were conducted with existing Avista labor, while the metering research project was conducted with contracted labor. Table 12 – GPSS Implementation Expense Actuals as of September 2022 6.5.1.2.1 Meter Reconfiguration Implementation Expense Actuals At some generation sites, the unit and/or station service meters were already upgraded to SEL-735 meters as part of a previous project. These low-side meters required reconfiguration in accordance with Avista’s most current SEL-735 Combined Meter Setting Standard. No new assets were planned for installation; therefore, the work was classified as expense. Under GPSS direction, Avista conducted low side meter reconfiguration at Little Falls HED and Kettle Falls CT, with a total expense cost of $0.17 million. 6.5.1.2.2 Metering & Transformer Research Implementation Expense Actuals At some generation locations, the accuracy of the equipment burden rating was unknown and correction factors would need to be applied. To determine where a correction factor was needed, metering and transformer research was required. No new assets were planned for installation; therefore, this work was classified as expense. Under GPSS direction, Avista conducted metering and transformer research at various hydro and thermal generation locations with a total expense cost of $0.06 million 6.5.2 Substation Interconnection & Third-Party Generation Delivery Summary In 2018, Utilicast and Avista partnered to conduct a site-by-site metering assessment to document Avista’s substation interchange and third-party generation metering, highlighting existing assets that were insufficient for EIM entry. Sites were divided into two categories: meter replacement and meter reconfiguration, and very high-level cost estimates were assigned. These costs were estimated in the EIM Program Charter at $0.85 million. Early in the first quarter of 2019, design for Substation interconnection projects began, while additional outreach to third-party generation owners was needed before capital projects could begin. Throughout 2019, additional planning efforts resulted in scope changes at various locations, the removal of some upgrade locations based on existing non-EIM funded projects, and the need for centralized, substation-led project management. The capital cost estimates were updated in the October 2020 EIM Program Scope document at $1.85 million, including Utilicast support costs of $0.07 million, and $0.05 million in implementation expense. By June of 2021, Avista transferred to plant 23 capital metering projects and by March 2022 all projects had closed with a total capital investment of $2.11 million, approximately $0.26 million over the approved Scope Document approvals. The Utilicast contribution to Substation projects closed at $0.04 million, approximately $0.03 million under the Scope Location Project Type Actual Expense Cost Little Falls LSM 76,078$ Kettle Falls LSM 97,284$ Hydro Metering Research 46,688$ Thermal Metering Research 3,113$ Steam Metering Research 12,450$ 235,613$ Total Implementation Expense GPSS Implementation Expense - Final Closed Actuals Program Approval to Close Program Close Summary Avista Confidential Page 15 of 26 Document approvals. The total implementation expense charges completed at $0.01 million, approximately $0.05 million under the Scope Document approvals. Table 13 – Substation Interconnection & Third-Party Generation Financial Comparison as of September 2022 6.5.2.1 Substation Interconnection & Third-Party Generation Projects – Actuals Summary The below table represents Substation Interconnection and Third-Party Generation EIM capital projects completed between first quarter 2019 and June 2021, with combined Avista and Utilicast costs per location and project type. Table 14 – Substation Interconnection & Third-Party Generation Capital Actuals as of September 2022 Track 5 - Substation Project Type Capital Implementation Expense Ongoing Expense Capital Implementation Expense Ongoing Expense Capital Implementation Expense Ongoing Expense Substation Interchange Meter Replace $ 610,200 $ - $ - $ 1,312,291 $ - $ - $ 1,416,634 $ - -$ Meter Reconfiguration $ - $ - $ - $ - $ 18,720 $ - $ - $ - -$ Third-Party Generation Meter Replace $ 242,000 $ - $ - $ 315,515 $ - $ - $ 407,507 -$ -$ Meter Reconfiguration $ - $ - $ - $ - $ 36,100 $ - $ - $ 6,410 -$ AGC $ - $ - $ - $ 157,724 $ - $ - $ 259,162 -$ -$ Totals $ 852,200 $ - $ - $ 1,785,530 $ 54,820 $ - $ 2,083,303 6,410$ -$ Utilicast $ - $ - $ - $ 67,060 $ - $ - $ 35,539 -$ -$ Grand Totals $ 852,200 $ - $ - $ 1,852,590 $ 54,820 $ - $ 2,118,842 6,410$ -$ Charter Estimates (as of 2019)Scope Estimates (as of 08/2020)Closed Actuals (as of 09/2022) Location Project Type Actual Capital Cost Northeast Meter Replace 62,629$ Burke Meter Replace 133,792$ Sagle Meter Replace 34,935$ Priest River Meter Replace 50,160$ Loon Lake Meter Replace 43,142$ Noxon 13kV Meter Replace 53,009$ Milan Meter Replace 87,859$ Kettle Falls Meter Replace 133,921$ Dry Creek Meter Replace 131,958$ Lolo Meter Replace 121,684$ Wilbur Meter Replace 78,492$ Mead Meter Replace 125,398$ Stratford Meter Replace 94,200$ Warden Meter Replace 122,037$ Noxon 230kV Meter Replace 161,915$ POPUD Distribution Meter Replace 5,768$ POPUD Transmission Meter Replace 9,453$ 1,450,352$ Location Project Type Actual Capital Cost Fighting Creek Meter Replace 74,025$ Waste to Energy Meter Replace 88,036$ Plummer Saw Mill Meter Replace 80,276$ Upriver Meter Replace 87,775$ Palouse Wind Meter Replace 79,216$ Lancaster AGC 259,162$ 668,490$ 2,118,842$ Third-Party Generation Capital Subtotal Substation Interconnection Capital - Final Closed Actuals Third-Party Generation Capital - Final Closed Actuals Substation Capital Subtotal Total Capital Program Approval to Close Program Close Summary Avista Confidential Page 16 of 26 6.5.2.1.1 Meter Replacement Project Actuals At some interconnection and third-party generation locations, meter replacement projects were planned to install one or more SEL-735 meters in accordance with Avista’s most current SEL-735 Combined Meter Setting Standard. At some locations, accompanying integration and security equipment was also planned for installation. Under Substation direction, Avista delivered new meters at 17 substation interconnection locations, with a total cost of $1.45 million and five third-party generation sites, including automated generation controls (AGC) at Lancaster CT with a total cost of $0.67 million. 6.5.2.2 Implementation Expense Projects – Financial Actuals Summary The below table represents Substation and Third-Party Generation EIM implementation expense projects completed between spring 2019 and June 2021, with combined Avista and Utilicast costs per location and project type. Table 15 – Substation Interconnection & Third-Party Generation Implementation Expense Actuals as of September 2022 6.5.2.2.1 Meter Reconfiguration Project Actuals At one third-party generation location, SEL-735 meters had been installed as part of a previous project. These meters required reconfiguration in accordance with Avista’s most current SEL-735 Combined Meter Setting Standard. No new assets were planned for installation and the work was classified as expense. Under Substation direction, Avista conducted meter reconfiguration at the third-party generation site, Solar Select/Lind Solar, with a total expense cost of $0.01 million. 6.5.3 Network Communications Delivery Summary In 2018, Utilicast and Avista partnered to conduct site-specific network assessments to support the metering assessment for generation and substation interconnection sites. At that time, every known generation controls and meter upgrade project assumed a parallel capital network communications project to support asset implementation. It was also assumed Avista would remove dial-up communications in favor of third-party Internet Provided (IP) communications. Each location was assigned a network scope “package,” with the goal of implementing an economic reliable and secure network path. Throughout the middle of 2019 and into 2020, network site surveys were conducted, and package assignments were updated based on the scope for each location. By June of 2021, the Network Communications delivery team had transferred to plant 21 EIM network projects with a total capital investment of $2.1 million – approximately $0.5 million over the Program Scope Document approval. The Utilicast contribution to network projects closed at $0.04 million, approximately $0.02 million under Scope Document approvals. No EIM implementation expense charges were incurred under network communications delivery. Location Project Type Actual Capital Cost NA Meter Reconfig -$ -$ Location Project Type Actual Expense Cost Solar Select/Lind Solar Meter Reconfiguration 6,410$ 6,410$ 6,410$ Substation Interconnection Implementation Expense - Final Closed Actuals Substation Expense Subtotal Third-Party Generation Implementation Expense - Final Closed Actuals Third-Party Generation Expense Subtotal Total Implementation Expense Program Approval to Close Program Close Summary Avista Confidential Page 17 of 26 Table 16 – Network Communications Financial Comparison as of September 2022 6.5.3.1 Network Communications Projects – Capital Actuals Summary The below table represents Network Communications EIM capital projects completed between first quarter 2019 and June 2021, with combined Avista and Utilicast costs per location and project type. Table 17 – Network Communications Capital Actuals as of September 2022 Track 5 - Network Project Type Capital Implementation Expense Ongoing Expense Capital Implementation Expense Ongoing Expense Capital Implementation Expense Ongoing Expense Package 1 $ 270,000 $ - $ 91,000 $ - $ - $ 1,000 $ 116,828 -$ -$ Package 2 $ 1,016,000 $ - $ 72,800 $ 457,200 $ - $ 18,200 $ 711,169 -$ -$ Package 3 $ 208,000 $ - $ 36,400 $ - $ - $ - $ - -$ -$ Package 4 $ 225,000 $ - $ 15,000 $ 323,255 $ - $ 15,100 $ 521,613 -$ -$ Package 5 $ - $ - $ - $ 751,796 $ - $ 35,200 $ 711,606 -$ -$ Package 6 $ - $ - $ - $ - $ 10,000 $ - $ - -$ -$ Network PM (Line 24) $ 416,000 $ - $ - $ - $ - $ - $ - -$ -$ Totals $ 2,135,000 $ - $ 215,200 $ 1,532,251 $ 10,000 $ 69,500 $ 2,061,216 -$ -$ Utilicast $ - $ - $ - $ 67,060 $ - $ 42,364 -$ -$ Grand Totals $ 2,135,000 $ - $ 215,200 $ 1,599,311 $ 10,000 $ 69,500 $ 2,103,580 -$ -$ Scope Estimates (as of 08/2020)Charter Estimates (as of 2019)Closed Actuals (as of 09/2022) Location Project Type Actual Capital Cost Lancaster Package 1 116,828$ 116,828$ Burke Package 2 383,783$ Kettle Falls Package 2 340,345$ 724,128$ Cabinet Gorge Package 4 79,259$ Long Lake Package 4 -$ Monroe Street Package 4 129,339$ Nine Mile Package 4 51,668$ Noxon Rapids Package 4 42,312$ Post Falls Package 4 50,133$ Upper Falls Package 4 -$ Noxon 13 kV Construction SubPackage 4 77,803$ Coyote Springs 2 Package 4 106,983$ 537,497$ Deer Park Package 5 113,682$ Loon Lake Package 5 72,809$ Milan Package 5 84,701$ Priest River Package 5 134,296$ Wilbur Package 5 84,680$ Fighting Creek Package 5 51,592$ Plummer Saw MillPackage 5 31,991$ Spokane Waste to EnergyPackage 5 91,536$ Upriver Package 5 59,840$ 725,127$ 2,103,580$ Network Capital - Final Closed Actuals Subtotal Total Capital Subtotal Subtotal Subtotal Program Approval to Close Program Close Summary Avista Confidential Page 18 of 26 6.5.3.1.1 Package 1 – Standard Substation Communication Package Actuals This package was for locations that did not have IP communications. It included contracting IP services from a third-party Local Exchange Carrier (LEC) and the installation of communication hardware. Under Network Communications direction, Avista delivered package 1 to support Automated Generation Controls at Lancaster CT with a completed cost of $0.12 million. 6.5.3.1.2 Package 2 – Standard Substation Communication Package + High Voltage Protection Actuals This package assumed the base installation of Package 1 and equipment to protect against Ground Potential Rise with High Voltage Protection (HVP). Under Network Communications direction, Avista delivered package 2 at two locations with a total cost of $0.72 million. 6.5.3.1.3 Package 3 – Standard Substation Communication Package + Modified HVP Actuals This package assumed the installation of packages 1 & 2, with a modification for HVP at the Copper-Fiber Junction Box. Network Communications did not deliver this package at any location. 6.5.3.1.4 Package 4 – Network Capacity Increase and Extension Package Actuals This package was identified for generation facilities where IP communications already existed, and an extension of the Local Area Network (LAN) was needed to provide connectivity to new meters. Under Network Communications direction, Avista deliver package 4 at seven locations with a total cost of $0.54 million. 6.5.3.1.5 Package 5 – Commercial Cellular Communications Actuals This package was identified where locations could support IP communications via a wireless cellular option. Under Network Communications direction, Avista delivered package 5 at nine locations with a total cost of $0.73 million. 6.5.3.2 Network Communications Projects – Implementation Expense Actuals Summary Package six was identified for locations where IP communications existed, and network configurations were required to support metering. No new asset was planned for installation and this work was classified as implementation expense. Network Communications did not deliver any expense work. 6.5.3.3 Network Communications Projects – On-Going Expense Actuals Summary Although on-going expense was estimated at $0.07 million, and actual charges have and will continue to be incurred, it is not possible to track network expense costs by location or network service due to the structure of service agreements and invoice details. As a result, the on-going network communication costs are not included in the expense or incremental expense totals. 6.6 Track 6 – Operations Readiness & Training Delivery 6.6.1 Operations Readiness & Training Delivery Summary Under this track, Avista primarily planned for the hiring of new employees to support market operations, and market training for existing employees and new employees. Table 18 – Operations Readiness & Training Financial Comparison as of September 2022 Capital Implementation Expense Ongoing Expense Capital Implementation Expense Ongoing Expense Capital Implementation Expense Ongoing Expense Training & OCM $ - $ 480,000 $ - $ - $ 480,000 $ - $ - 629,514$ $ - EIM HR Plan $ 550,000 $ 185,000 $ 2,500,000 $ 2,255,219 $ 1,033,570 $ 3,177,467 $ 494,265 1,147,406$ $ 2,397,128 System Ops Desk - Mission $ 233,000 $ - $ 225,071 $ - $ 4,000 191,499$ $ - $ - System Ops Desk - BuCC $ - $ - $ 86,000 $ - $ 4,000 81,663$ $ - $ - Noxon 230kV CIP PSP $ - $ - $ 110,624 $ 10,000 $ - 238,226$ $ - $ - Totals $ 783,000 $ 665,000 $ 2,500,000 $ 2,676,914 $ 1,523,570 $ 3,185,467 $ 1,005,653 $ 1,776,921 $ 2,397,128 Utilicast $ - $ - $ - $ - $ - $ - $ - -$ -$ Grand Totals $ 783,000 $ 665,000 $ 2,500,000 $ 2,676,914 $ 1,523,570 $ 3,185,467 $ 1,005,653 1,776,921$ 2,397,128$ Charter Estimates (as of 05/2019)Scope Estimates (as of 08/2020)Closed Actuals (as of 09/2022) Track 6 - Operation Readiness & Training Program Approval to Close Program Close Summary Avista Confidential Page 19 of 26 6.6.1.1 EIM Training Avista personnel completed the CAISO computer-based training, software training, workshops, train-the- trainer workshops and training for the phased testing: Day in the Life, Market Simulation, Parallel Operations and Go-Live initiation. In addition, Avista developed an internal certification plan for the EIM Operator. Training is considered expense and was tracked by department. The training actuals were $0.63 million for both existing and incremental employees (EIM HR Plan). See Table 24 – Total Incremental & Non-Incremental Labor Actuals training costs by business unit for additional detail. 6.6.1.2 EIM Human Resource Plan In June 2020, the EIM Human Resource Plan was signed by the Executive Steering Committee members, approving 17 incremental EIM FTE hires throughout 2020-2022 in preparation for market operations. In August 2020, some hiring date changes were made, with further updates reflected in the October 2020 Scope Document estimates. In the plan, a financial estimate for the implementation and post-implementation costs were estimated, and all roles assumed an incremental external hire. Each role was assigned an estimated hire date, an annual salary (assumed 78.05% loaded rate) and a breakout of efforts between capital and O&M. These resources were further assigned an estimated annual 3% annual merit increase, and where applicable, incremental step increases based on achieving certain experience levels. This framework provided an estimate of annual capital and O&M FTE costs across 2020-2023, with 2022 representing a shift to primarily O&M expenses based on a market go-live date of March 2022 and 2023 representing a fully burdened O&M year. Prior to job posting, each position was reviewed and approved by the steering committees. In addition to normal recruitment complexities, hiring for EIM positions was also challenged by replacing roles vacated by Avista retirements and the Covid-19 pandemic. For an EIM hire to be considered incremental, the role had to meet one of the following criteria: o A new employee hired into an EIM position. o An existing employee is hired into an EIM position, and the previous position is backfilled (with an external hire). Avista did not account for partial positions (i.e., an employee working on EIM and non-EIM work). Based on these criteria, 14 of the planned 17 were considered incremental employees. The incremental FTE costs associated with the capital implementation are planned to close at $0.5 million, $1.8 million under the Scope Document estimates. Implementation expense is estimated to complete at $1.1 million, $0.1 million over the Scope Document estimates. Fewer incremental hires, hiring time variance and shifts to O&M contributed to savings in capital. The on-going annual O&M incremental expense is estimated at $2.4 million, $0.78 million under the Scope Document estimates. Program Approval to Close Program Close Summary Avista Confidential Page 20 of 26 Table 19 – EIM Human Resource FTE Comparison 6.6.1.3 Transmission System Operations EIM Desk Scope – Mission To accommodate the EIM Operators, a new workstation was needed at Mission campus in System Operations. This project delivered two new computers, a phone console, new monitors, ergonomic chairs, a projector, and a screen for the Mission Campus. This project began in the first quarter 2020 and transferred to plant in March 2021, with a total cost of $0.20 million. 6.6.1.4 Transmission System Operations EIM Desk Scope – BuCC To accommodate the EIM Operators at the Backup Control Center (BuCC), a new workstation was needed with two new computers, new monitors, and a new phone console. This project began in third quarter 2020 and transferred to plant in March 2021, with a total cost of $0.08 million. 6.6.1.5 Noxon 230kV Switchyard CIP PSP Project As part of the metering and network upgrade projects at the Noxon Hydro Electric Dam (HED) and the Noxon 230kV Switchyard, external routable communications were introduced, thus classifying the Noxon 230kV Switchyard as a Medium Impact BES Cyber System. Due to this new classification, additional infrastructure was needed to remain compliant with all relevant Critical Infrastructure Protection (CIP) requirements. This project began in Q1 2020 and transferred to plant in April 2021, with a total cost of $0.24 million. Actual Hire Date Quantity Hire Date (mth/yr)Quantity Rev. Hire Date (as of 08/2020) Hire Date (mth/yr) Implementation Resources EIM Program Manager 1 Jan-19 1 Jan-19 Feb-19 Org. Change Management Specialist 1 1 Sep-20 Oct-20 Substation Engineer 1 Jan-20 Total 2 3 Incremental EIM FTEs Power Supply Analyst 1 Oct-20 1 Jul-21 Oct-21 Network Model Tech 1 Oct-20 1 Jun-20 Jun-20 SCADA Tech 1 Oct-20 0 EIM BA Desk Operator 1 Jul-21 1 Feb-20 Dec-20 EIM BA Desk Operator 1 Jul-21 1 Oct-20 Jan-21 EIM BA Desk Operator 1 Jul-21 1 Oct-20 Apr-21 EIM BA Desk Operator 1 Jul-21 1 Jan-21 Jul-21 EIM BA Desk Operator 1 Jul-21 1 Jan-21 Jun-20 EIM BA Desk Operator 0 1 Mar-22 Mar-22 Training Admin 0 1 Aug-22 Mar-22 EIM BA Analyst 0 1 Sep-21 Sep-21 Settlements Manager 0 1 Oct-20 Oct-20 Data Management Operator 1 Oct-20 1 Apr-21 Mar-21 Settlement Analyst 1 Apr-21 1 Apr-21 Apr-21 Settlement Analyst 0 1 Jun-21 May-21 Settlement Analyst 0 1 Aug-22 Nov-21 Compliance 0 or 1 Apr-21 0 IT Analyst 1 or 2 Oct-20 1 Oct-20 Jun-21 IT Analyst 0 1 Jan-21 Dec-21 Total 11 to 13 17 EIM FTE Estimates Scope Estimates (as of 08/2020)Charter Estimates (as of 05/2019) Program Approval to Close Program Close Summary Avista Confidential Page 21 of 26 7 Program Implementation Costs 7.1 Total Program Costs As of the Scope Document estimates, the total program costs (incremental and non-incremental) were estimated at $32.1 million including contingency for capital and expense, with on-going O&M expense estimated at $3.9 million. As of accounting period ending September 2022, the EIM program completed with total costs at $29.5 million, with $24.2 million in capital and $5.5 million in implementation expense (incremental and non-incremental). The annual O&M expense associated with incremental EIM labor and software maintenance costs is estimated at $3.1 million, with annual capital is estimated at $0.5 million. Table 20 – Close Program Actuals as of September 2022 Table 21 – Scope Program Estimate as of August 2020 Table 22 – Charter Program Estimates as of May 2019 EIM Program Closed Actuals (as of 09/2022) Implementation Contingency Totals Annual O&M Expenses Annual Capital Capital $ 24,131,373 $ 85,305 $ 24,216,678 $ - $ 500,000 Expense (existing & incremental) $ 5,382,967 $ 193,627 $ 5,576,594 $ 3,063,430 $ - Total Costs $ 29,514,340 $ 278,932 $ 29,793,272 $ 3,063,430 $ 500,000 EIM Program Scope Estimates (as of 08/2020)Implementation Contingency Totals Annual O&M Expenses Annual Capital Capital $ 24,091,964 $ 2,600,000 $ 26,691,964 $ - $ 500,000 Expense (existing & incremental) $ 5,011,026 $ 400,000 $ 5,411,026 $ 3,907,100 $ - Total Costs $ 29,102,990 $ 3,000,000 $ 32,102,990 $ 3,907,100 $ 500,000 EIM Program Charter Estimates (as of 05/2019)Implementation Contingency Totals Annual O&M Expenses Annual Capital Capital $ 18,969,000 $ 4,742,250 $ 23,711,250 $ - $0.0 Expense (existing & incremental) $ 2,380,000 $ 595,000 $ 2,975,000 $ 3,534,000 $0.0 Total Costs $ 21,349,000 $ 5,337,250 $ 26,686,250 $ 3,534,000 $0.0 Program Approval to Close Program Close Summary Avista Confidential Page 22 of 26 7.2 Total Program Costs by Business Unit Table 23 represents the total program costs by business unit as of September 2022. Capital charges are represented as all Avista labor and non-labor charges, and all Utilicast non-labor charges by business unit. Expense charges are represented as incremental and non-incremental with an allocation of corresponding Utilicast charges. Table 23 – EIM Program Implementation Close Actual Costs by Business Unit as of September 2022 7.3 Total Expense Labor Costs by Business Unit Table 24 below identifies actual program implementation labor by business unit and separated by incremental labor (EIM HR Plan) and non-incremental labor, including labor loadings. Tracking labor associated with the implementation, and as documented in the totals below, ended February 28, 2022, prior to market entry to align with set pay periods. Table 24 – Total Incremental & Non-Incremental Labor Close Actuals as of May 2022 Labor Avista Utilicast Totals Avista Utilicast Other ET Applications $ 7,997,169 $ 2,676,885 $ 10,674,054 ADSS $ 3,640,136 $ 424,967 $ 4,065,103 Facilities $ 273,162 $ - $ 273,162 Accounting, Legal, Rates $ - $ - $ - ET Network $ 2,061,216 $ 42,364 $ 2,103,580 8,482$ -$ 8,482$ GPSS $ 4,185,489 $ 32,639 $ 4,218,128 399,652$ 88,523$ 488,174$ Substation $ 2,321,529 $ 35,539 $ 2,357,068 83,434$ 16,555$ 99,989$ Transmission $ 499,742 $ 25,841 $ 525,583 1,650,922$ -$ 1,650,922$ Power Supply $ - $ - $ - 687,742$ 328,247$ 1,015,989$ EIM Program $ - $ - $ - 1,216,486$ 24,769$ 1,241,255$ Totals $ 20,978,443 $ 3,238,235 $ 24,216,678 $ 3,518,849 1,216,486$ 841,259$ 5,576,594$ Grand Totals Program Costs by Business Unit Closed Actuals (as of 09/2022) 688,618$ Capital $24,216,678 Implementation Expense (existing & incremental) Totals Non-Labor 383,166$ 1,071,783$ $5,576,594 Training Other Totals Training Other Totals A&G Support (IS/IT, rates, legal, accounting, supply chain)52,042$ 289,048$ 341,090$ 15,358$ 332,170$ 347,527$ 688,618$ Transmission Operations 239,942$ 407,718$ 647,659$ 117,154$ 886,109$ 1,003,262$ 1,650,922$ Substation -$ -$ -$ -$ 83,434$ 83,434$ 83,434$ Power Supply 12,058$ 146,566$ 158,624$ 126,539$ 402,579$ 529,118$ 687,742$ GPSS -$ -$ -$ 66,215$ 333,437$ 399,652$ 399,652$ IT Network -$ 33$ 33$ 206$ 8,243$ 8,449$ 8,482$ Total 304,042$ 843,364$ 1,147,406$ 325,472$ 2,045,971$ 2,371,443$ 3,518,849$ Incremental Non-Incremental Grand Total Actuals (as of 05/2022)Labor Expense by Department (Existing & Incremental) Program Approval to Close Program Close Summary Avista Confidential Page 23 of 26 7.4 Total Incremental Non-Labor Expense Costs As of accounting period ending September 2022, the EIM implementation program completed all financial transactions. Table 25 below identifies actual incremental non-labor expense items. Table 25 – Incremental Non-Labor Expense Close Actuals as of September 2022 7.5 Total Incremental Costs As of accounting period ending September 2022, all EIM implementation transactions completed. Table 26 represents total actual incremental implementation costs (capital and incremental expense) at $27.4 million and the anticipated on- going total O&M costs at $3.1 million, with annual capital estimate of $0.5 million to support EIM software upgrades. After a three-year implementation program, Avista successfully entered the WEIM one month ahead of the original schedule on March 2, 2022, under the allocated budget and delivered the required scope for market operations – all while navigating the challenges of the COVID-19 Pandemic. Table 26 – Close Program Incremental Actuals as of September 2022 Table 27 – Scope Program Incremental Cost Estimates as of August 2020 Table 28 – Charter Program Incremental Cost Estimates as of May 2019 Non-Labor Expense Closed Actuals Detail (as of 09/2022)Totals Utilicast $ 1,216,486 CAISO Milestones $ 50,000 CAISO Grid Management Fee $ 216,281 Contractors - Substation Projects $ 16,555 Contractors - GPSS Projects $ 25,048 Market Based Rates Study $ 50,216 Metering Research/CTPT Testing $ 63,475 Contractors - ET Projects $ 30,798 Software Licensing Costs $ 298,992 Membership $ 11,750 Misc Gifts $ 4,861 Employee Meal, Travel, & Lodging $ 19,907 Vendor Software Training $ 53,376 Total Costs $ 2,057,745 EIM Program Closed Actuals (as of 09/2022)Implementation Contingency Totals Annual O&M Expenses Annual Capital Capital $ 24,131,373 $ 85,305 $ 24,216,678 $ - $ 500,000 Incremental Expense $ 3,062,980 $ 142,171 $ 3,205,151 $ 3,063,430 $ - Total Costs $ 27,194,353 $ 227,476 $ 27,421,829 $ 3,063,430 $ 500,000 EIM Program Scope Estimates (as of 08/2019)Implementation Contingency Totals Annual O&M Expenses Annual Capital Capital $ 24,091,964 $ 2,600,000 $ 26,691,964 $ - $ 500,000 Incremental Expense $ 3,608,880 $ 400,000 $ 4,008,880 $ 3,907,100 $ - Total Costs $ 27,700,844 $ 3,000,000 $ 30,700,844 $ 3,907,100 $ 500,000 EIM Program Charter Estimates (as of 05/2019)Implementation Contingency Totals Annual O&M Expenses Annual Capital Capital $ 18,129,000 $ 4,532,250 $ 22,661,250 $ - $0.0 Incremental Expense $ 1,465,000 $ - $ 1,465,000 $ 3,534,000 $0.0 Total Costs $ 19,594,000 $ 4,532,250 $ 24,126,250 $ 3,534,000 $0.0 Program Approval to Close Program Close Summary Avista Confidential Page 24 of 26 Program Approval to Close Program Close Summary Avista Confidential Page 25 of 26 8 Director Approvals Approve EIM Program Close Document - Approvals by Nov. 11 - Kevin Holland - 11.22.2022 ______________________________________________ Kevin Holland, Director of Power Supply Approve EIM Program Close Document - Approvals by Nov. 11 - Alexis Alexander - 11.29.2022 _______________________________________________ Alexis Alexander, Director of Generation Production & Substation Support Approve EIM Program Close Document - Approvals by Nov. 11 - Mike Magruder - 11.10.2022 _________________________________________ Mike Magruder, Director of System Operations & Planning Approve EIM Program Close Document - Approvals by Nov. 11 - Jim Corder – 11.7.2022 ____________________________________________ Jim Corder, Director of Information Technology & Security Approve EIM Program Close Document - Approvals by Nov. 11 - Hossein Nikdel – 11.8.2022 ___________________________________________ Hossein Nikdel, Director of Applications & System Planning Approve EIM Program Close Document - Approvals by Nov. 11 - Clay Storey - 11.17.2022 _____________________________________________ Clay Storey, Director of Security Approve EIM Program Close Document - Approvals by Nov. 11 - John Wilcox – 11.7.2022 _____________________________________________ John Wilcox, Director of Accounting Approve EIM Program Close Document - Approvals by Nov. 11 - Adam Munson - 11.9.2022 _____________________________________________ Adam Munson, Director of Financial Planning & Analysis Approve EIM Program Close Document - Approvals by Nov. 11 - Pat Ehrbar 11.7.2022 ______________________________________________ Pat Ehrbar, Director of Regulatory Affairs Program Approval to Close Program Close Summary Avista Confidential Page 26 of 26 Approve EIM Program Close Document - Approvals by Nov. 11 - Todd Colton – 11.7.2022 ______________________________________________ Todd Colton, Senior Legal Counsel 9 Executive Approvals Approve EIM Program Close Document - Approvals by Nov. 17 - Heather Rosentrater - 11.14.2022 ______________________________________________ Heather Rosentrater, Sr. VP of Energy Delivery Approve EIM Program Close Document - Approvals by Nov. 17 - Jason Thackston - 11.22.2022 ______________________________________________ Jason Thackston, Sr. VP of Energy Resources Re EIM Program Close Document - Approvals by Nov. 17 - Kevin Christie - 11.11.2022 _____________________________________________ Kevin Christie, Sr. VP of External Affairs Approve EIM Program Close Document - Approvals by Nov. 17 - Jim Kensok - 11.11.2022 __________________________________________ Jim Kensok, VP Chief Information & Security Officer Approve EIM Program Close Document - Approvals by Nov. 17 - Ryan Krasselt - 11.23.2022 _____________________________________________ Ryan Krasselt, VP & Controller Approve EIM Program Close Document - Approvals by Nov. 17 - Scott Kinney - 11.11.2022 _____________________________________________ Scott Kinney, VP of Energy Resources ATTACHMENT B ENERGY IMBALANCE MARKET LIFE-TO-DATE (03/01/2023) CAPITAL INVESTMENT Attachment B Life To Date (03/01/2023 EIM Capital Investment Sum of Actual Amount Year Business Case ER_Description Svc.Jur 2020 2021 2022 Jan-Apr 2023 Grand Total Energy Imbalance Market ER_7141 - Energy Imbalance Market CD.AA 571,908 1,390,077 25,837 1,987,822 ED.AN 2,226,135 8,631,139 10,809,523 21,666,797 ED.ID 34,284 205,025 239,310 ED.MT 53,009 53,009 ED.WA 305,679 2,811 308,491 ER_7141 - Energy Imbalance Market Total 2,832,327 10,584,930 10,838,171 24,255,428 Energy Imbalance Market Total 2,832,327 10,584,930 10,838,171 24,255,428 (1) Energy Market Modernization & Operational Efficiency 485,829 17,919 503,748 (2) Grand Total 2,832,327 10,584,930 11,324,000 17,919 24,759,175 (1) Energy Imbalance Market Investment to implement EIM at "go-live" 03.01.2022, plus trailing charges. (2) Energy Market Modernization & Operational Efficiency project - annual additions related to the on-going annual capital investment needed to keep the EIM operational going forward. ATTACHMENT C ENERGY IMBALANCE MARKET LIFE-TO-DATE (03/01/2023) EIM EXPENSES, PRELIMINARY BENEFIT CALCULATION AND NET REVENUES AND SALES Attachment C Life to date (3/1/2023) EIM Expenses, Preliminary Benefit Calculation and Net Revenues and Sales Table No. 1 - O & M Expense Table No. 2 Preliminary Benefit Calculation Year Month EIM Incremental O&M Year Month Preliminary Benefit Estimate 2022 March  NA 2022 March 1,804,150.00$ 2022 April  NA 2022 April 1,934,303.00$ 2022 May  NA 2022 May 1,421,074.00$ 2022 June 257,367.00$ 2022 June 1,155,229.00$ 2022 July 73,471.00$ 2022 July 745,971.00$ 2022 August 74,681.00$ 2022 August 2,255,096.00$ 2022 September 85,264.00$ 2022 September 3,799,470.00$ 2022 October 83,009.00$ 2022 October 1,422,529.00$ 2022 November 65,348.00$ 2022 November 2,228,826.00$ 2022 December 54,278.00$ 2022 December 5,075,308.00$ 2023 January 39,924.00$ 2023 January 2,396,977.00$ 2023 February 49,912.00$ 2023 February 1,447,202.00$ Table No. 3 Net Revenue and Sales Period Account Account Description PTD $Period Account Account Description PTD $ Mar-22 447740 SALE FOR RESALE - EIM (1,676,297)$ Mar-22 555740 PURCHASED POWER - EIM -$ Apr-22 447740 SALE FOR RESALE - EIM (1,519,257)$ Apr-22 555740 PURCHASED POWER - EIM 481$ May-22 447740 SALE FOR RESALE - EIM (906,081)$ May-22 555740 PURCHASED POWER - EIM 567,779$ Jun-22 447740 SALE FOR RESALE - EIM (1,454,402)$ Jun-22 555740 PURCHASED POWER - EIM 265,320$ Jul-22 447740 SALE FOR RESALE - EIM (1,115,537)$ Jul-22 555740 PURCHASED POWER - EIM 97,411$ Aug-22 447740 SALE FOR RESALE - EIM (84,192)$ Aug-22 555740 PURCHASED POWER - EIM 2,851,038$ Sep-22 447740 SALE FOR RESALE - EIM (1,583,409)$ Sep-22 555740 PURCHASED POWER - EIM 1,450,586$ Oct-22 447740 SALE FOR RESALE - EIM (667,012)$ Oct-22 555740 PURCHASED POWER - EIM 1,065,753$ Nov-22 447740 SALE FOR RESALE - EIM (1,487,145)$ Nov-22 555740 PURCHASED POWER - EIM 61,284$ Dec-22 447740 SALE FOR RESALE - EIM (1,302,373)$ Dec-22 555740 PURCHASED POWER - EIM 2,396,555$ Jan-23 447740 SALE FOR RESALE - EIM (1,449,798)$ Jan-23 555740 PURCHASED POWER - EIM 6,988,712$ Feb-23 447740 SALE FOR RESALE - EIM (1,525,010)$ Feb-23 555740 PURCHASED POWER - EIM (113,855)$ Mar-23 447740 SALE FOR RESALE - EIM (1,531,088)$ Mar-23 555740 PURCHASED POWER - EIM 1,463,726$ ATTACHMENT D ENERGY IMBALANCE MARKET AVISTA’S OCTOBER 11, 2022 BENEFIT COMPLIANCE REPORT (PER CASE NO. AVU-E-22-11) October 11, 2022 Commission Secretary Idaho Public Utilities Commission 472 W. Washington St. Boise, ID 83702 RE: Avista’s Annual Power Cost Adjustment (PCA) Case No. AVU-E-22-11 Compliance Filing – Energy Imbalance Market (EIM) Benefit Methodology Commission Order No. 35543 - Case No. AVU-E-22-11 Enclosed for electronic filing with the Commission is the Company’s Confidential EIM Benefit Methodology Report, which explains the Company’s methodology for measuring EIM benefits, and how that method differs from CAISO’s method, as required per Commission Order No. 35543. The enclosed report is CONFIDENTIAL, rendering this document exempt from public inspection, examination and copying pursuant to Sections 74-101 through 74-126 of the Idaho Code. Avista believes that the identified CONFIDENTIAL document contains valuable Company and third-party information. If you have any questions regarding this filing, please contact Kaylene Schultz at (509) 495- 2482. Sincerely, /s/ Patrick Ehrbar Patrick D. Ehrbar Director of Regulatory Affairs Enclosures Avista Corp. 1411 East Mission P.O. Box 3727 Spokane. Washington 99220-0500 Telephone 509-489-0500 Toll Free 800-727-9170 Via Electronic Mail CONFIDENTIAL AVISTA CORPORATION STATE OF IDAHO CASE NO. AVU-E-22-11 ANNUAL POWER COST ADJUSTMENT (PCA) COMPLIANCE FILING AVISTA’S ENERGY IMBLANCE MARKET (EIM) BENEFIT METHODOLOGY EIM Benefit Methodology CONFIDENTIAL Page 1 of 48 EIM Benefit Methodology Copyright 2022, Avista All rights reserved. Proprietary and confidential. October 2022 Page 2 of 15 Table of Contents Table of Contents Document Version Control ................................................................................................................... 3 Document Sign Off ............................................................................................................................... 3 1.0 Introduction ............................................................................................................................. 4 2.0 Existing Methodologies Summary & Reference ......................................................................... 5 2.1 CAISO Benefit Methodology ......................................................................................................... 5 2.2 Power Settlement Benefits Methodology .................................................................................... 5 3.0 Avista’s EIM Benefit Methodology Overview ............................................................................ 6 4.0 Gap Analysis of CAISO’s EIM Benefit Methodology ................................................................... 7 4.1 Commitment Costs in EIM Are Not Included ................................................................................ 7 4.2 Benefits Not Adjusted for Third Party Loads and Generation ...................................................... 7 4.3 Discrepancy between Resource Bids and Actual Costs ................................................................ 7 4.4 Added Maintenance Cost driven by Increased Cycling ................................................................. 9 4.5 Incremental Cost of Donated Transmission by Avista Merchant ................................................. 9 4.6 Impact from Market Errors ........................................................................................................... 9 4.7 Other EIM Benefit Related Components .................................................................................... 10 4.8 Wind Contract Curtailment Cost ................................................................................................. 10 5.0 Avista’s EIM Benefit Methodology Details .............................................................................. 10 5.1 Part 1: Execute Initial Benefit Calculation ................................................................................... 10 5.2 Part 2: Validate Output, Adjust Input and Rerun as Necessary .................................................. 10 5.3 Add Components Excluded from CAISO Benefit Calculation ...................................................... 11 6.0 Future Methodology Considerations ....................................................................................... 13 6.1 Variable Energy Resource (VER) PMax (max generation of resource) Review ........................... 13 6.2 Commitment Cost Adjustments .................................................................................................. 14 6.3 FMM Settlements Value is not Considered ................................................................................ 14 6.4 Impact of BPA Rate of Change Constraints ................................................................................. 14 6.5 Third Party Loads and Generation is Included at BAA Level ....................................................... 14 CONFIDENTIAL Page 2 of 48 EIM Benefit Methodology Copyright 2022, Avista All rights reserved. Proprietary and confidential. October 2022 Page 3 of 15 Document Version Control Version Date Author Comments 1.0 07/07/2022 Xin Shane This includes revised content from Xin Shane, Robert Follini, Brandon Taylor, Brian Holmes (Utilicast), Russell Miller (Utilicast) 2.0 07/27/2022 Xin Shane Reviewed and Edited by Clint Kalich Document Sign Off Person Role Signature Date Xin Shane Manager, EIM Settlement & Analytics 10-06-2022 Robert Follini Manager, Power Trading 10-06-2022 Brandon Taylor Organized Market Manager 10-06-2002 CONFIDENTIAL Page 3 of 48 EIM Benefit Methodology Copyright 2022, Avista All rights reserved. Proprietary and confidential. October 2022 Page 4 of 15 1.0 Introduction Avista joined the Western Energy Imbalance Market (EIM) on March 2, 2022. Based on previous studies by Energy and Environmental Economics (E3) and CAISO, Avista expects to realize multiple benefits through EIM participation. This document details Avista’s approach to quantifying those benefits. Avista’s EIM Benefit Methodology described within is based on CAISO’s EIM Benefit Methodology, adjusted to more accurately quantify Avista’s EIM benefit. Previous entrants to the Western EIM have utilized different techniques for calculating EIM Net Benefit, thus no standard has been established among EIM entities. Beyond the CAISO EIM Benefit Methodology, Avista contracted with Energy and Environmental Economics (E3) in the fall of 2017 to perform an exploratory EIM benefit analysis. Further, Avista had multiple conversations with other western utilities who had previously joined the Western EIM. This document is structured into the following sections: 1. Existing Methodologies Summary & Reference 2. Avista EIM Benefit Methodology Overview 3. Gap Analysis of CAISO's Benefits Methodology 4. Avista’s EIM Benefits Calculation Process 5. Future Methodology Consideration Avista believes its EIM Benefit Methodology is aligned with the spirit of the broader CAISO EIM Benefit Methodology and is generally congruent with other EIM entities’ methodologies. CONFIDENTIAL Page 4 of 48 EIM Benefit Methodology Copyright 2022, Avista All rights reserved. Proprietary and confidential. October 2022 Page 5 of 15 2.0 Existing Methodologies Summary & Reference This section contains descriptions of some existing methodologies. 2.1 CAISO Benefit Methodology CAISO publishes quarterly benefits for each EIM participant. Detailed calculations are described in the Methodology document attached as Appendix A. 2.2 Power Settlement Benefits Methodology Power Settlements has developed a methodology to shadow the CAISO’s EIM benefits. Detailed calculations are described in the Methodology document attached as Confidential Appendix B. CONFIDENTIAL Page 5 of 48 EIM Benefit Methodology Copyright 2022, Avista All rights reserved. Proprietary and confidential. October 2022 Page 6 of 15 3.0 Avista’s EIM Benefit Methodology Overview This section contains a description of the Methodology Avista will use to calculate EIM Benefits. The CAISO EIM Benefit Methodology is relatively straightforward and intuitive. However, in its attempt to create a single methodology for all EIM participants, certain components do not apply well to Avista and some important components are excluded, leaving discrepancies. Discrepancy examples are provided later in this document. Each can mask costs or over-state benefits. Nevertheless, this methodology is widely known and thus serves as a starting point for Avista’s approach. Avista built upon CAISO’s EIM Benefit Methodology by leveraging the vendor-supplied solution “SettleCore,” allowing Avista to “shadow” CAISO daily settlement statements and validate for correctness and completeness. Further, SettleCore provides “Shadow EIM Benefit” functionality, enabling Avista to calculate potential benefits. Several other EIM entities also use the SettleCore module to evaluate their expected Western EIM Benefits. Avista will continue evaluating its EIM Benefits Methodology and refine it as improvements are identified. The flow chart below summarizes Avista’s current EIM benefit calculation process, which will be further detailed in section 5.0: CONFIDENTIAL Page 6 of 48 EIM Benefit Methodology Copyright 2022, Avista All rights reserved. Proprietary and confidential. October 2022 Page 7 of 15 4.0 Gap Analysis of CAISO’s EIM Benefit Methodology Through discussions with other EIM entities and internal analyses, Avista has identified several areas for which the CAISO EIM Benefits Methodology does not align well with Avista. A list of key divergences is identified and addressed in this document. Some of the identified items are included in Avista’s EIM Benefit Methodology scope, while others are excluded with justification. The in/out-of-scope decision is based on the estimated magnitude of impact on EIM benefits, and the amount and availability of data. 4.1 Commitment Costs in EIM Are Not Included The CAISO EIM Benefit calculation considers commitment costs for ISO BAAs (Balancing Authority Areas), and not EIM BAAs like Avista. Thus, an EIM benefit calculation for Avista using CAISO’s methodology incorrectly inflates or deflates benefits depending on the net load imbalance direction. SettleCore, from Avista’s chosen vendor, also does not consider Avista’s commitment costs. 4.2 Benefits Not Adjusted for Third Party Loads and Generation The Avista BAA includes Avista load and 3rd party loads served by Avista under contract, including those of the Bonneville Power Administration (BPA). CAISO’s methodology incorrectly attributes benefits and costs accruing to all loads to the Avista BAA. Depending on the time of year, BPA loads alone can represent roughly 15% of the total Avista BAA load. Any benefits methodology should pass load-related charges to the 3rd party load. Therefore, any EIM benefit estimate associated should accrue reductions in the cost of serving BPA and other 3rd party loads to those loads, not Avista. Non-BPA 3rd party load served by the Avista’s merchant function under contracts includes Pend Oreille PUD, Clearwater, Inland Paper and Kaiser. The EIM charge/payment associated with these contracts is currently absorbed by Avista, but going forward it is reasonable to assume that contracts may be modified to reflect best efforts to transfer these impacts to the 3rd party. As long as the contract follows the contracting price, and not binding with EIM terms, this is not a relevant item to consider for Avista’s EIM Benefit calculation. 4.3 Discrepancy between Resource Bids and Actual Costs The CAISO’s EIM Benefit Methodology assumes that incremental Energy Bids, including mitigated Incremental Energy Bids, represent an entity’s true cost structure. There are several reasons that this may not be true. 1. Incremental costs are represented in ways other than in the incremental Energy Bid (e.g., Startup or Minimum Load Bids). This is highlighted in Section 4.1. 2. Mitigated Incremental Energy Bids can understate Avista’s true costs, including opportunity costs. 3. Resource-related dispatch limitations require bids be placed strategically. Some further details around bidding costs other than true opportunity are detailed in Section 4.3.1 4.3.1 Equipment Limitations Preventing Dispatch to Market The EIM market design cannot represent certain capabilities and constraints of Avista’s generation fleet. Avista has spent a great deal of time determining how to represent its capabilities, costs and constraints CONFIDENTIAL Page 7 of 48 EIM Benefit Methodology Copyright 2022, Avista All rights reserved. Proprietary and confidential. October 2022 Page 8 of 15 to EIM to ensure the best operational and financial outcomes in its marketplace. However, some techniques used result in inflated benefits within the relatively simplistic CAISO counter-factual dispatch. An example scenario is benefits being erroneously credited to Avista for the commitment of either its Colstrip or Kettle Falls Biomass plants. Avista’s modified methodology identifies these CAISO-assigned benefits and deduct them as appropriate. This section explains this risk. Avista is a joint owner of Colstrip units 3 and 4. Avista has the rights to dispatch this plant on a 15-minute basis with 20 minutes notice. However, the Colstrip plant is not capable of responding to CAISO’s 5-minute market instructions. Thus, should Avista need to bid Colstrip in support of its Flexible Ramping Sufficiency or Bid Range Capacity tests, Avista would likely do so at a higher cost to avoid 5-minute dispatch instructions. Even with this bidding strategy, should the Avista EIM benefits counter-factual analysis dispatch Colstrip, while in reality CAISO did not, CAISO’s benefit calculation would incorrectly attribute the benefit of the avoidance of commitment costs when in fact we did not avoid a commitment. Erroneous benefits can also arise within the Flexible Ramping Sufficiency Test itself. Avista must demonstrate adequate capacity and flexibility via this test, and the Capacity Resource Sufficiency Test, each hour – which Avista does via its bids. In situations where Avista needs to count Colstrip flexibility or capacity, Avista may bid Colstrip at an inflated bid price (e.g., $100 instead of the cost, which we can assume to be $25 in this example) because Avista will be unable to comply with market dispatches on a 5-minute basis and would need to ensure its bid would contain enough revenue to offset CAISO penalties associated with Colstrip’s inability to follow 5-minute dispatch direction. To the extent the CAISO EIM Benefits counter-factual dispatched Colstrip, while the actual market solution did not, it would appear EIM provided benefits. However, no benefit is received. Pre-EIM operations, if Avista had been short and needed to dispatch Colstrip intra-hour, it would do so at the dispatch cost. As a result, any apparent EIM benefit for Colstrip is due to limitations around: the Colstrip plant, EIM, and the CAISO EIM Benefit counter-factual, and thus do not represent reduced operational costs to Avista. The same conditions exist for the Kettle Falls biomass and Northeast plants. 4.3.2 Fossil Use Limits Two Avista plants have use limits as a function of their air permits – the duct burners at the Lancaster plant, and the Northeast CT. At Lancaster, the limit applies on an annual basis; at Northeast CT the limit is daily. The EIM solution horizon is just 4.5 hours, much shorter than both permit limits, and so these limits cannot be accommodated by the market directly and must be accounted for through our bidding strategy. Should Avista need to bid in either resource in support of the Flexible Ramping Sufficiency Test or the Bid Range Capacity Test, Avista must do so at bid prices above our short-term costs to account for any penalties incurred when we are unable to meet EIM-directed dispatch levels due to these limitations. Any CAISO EIM benefit counter-factual based on these higher bid curves would result in over-stated benefits. 4.3.3 Hydro Use Limits Avista owns a significant number of hydro resources, and they play a key role in daily EIM operations. CAISO’s EIM market was designed around thermal plant operations, not hydro. Their operational flexibility and limits cannot be represented in the EIM and so our bids must reflect the risks of EIM CONFIDENTIAL Page 8 of 48 EIM Benefit Methodology Copyright 2022, Avista All rights reserved. Proprietary and confidential. October 2022 Page 9 of 15 dispatch directions violating our capabilities. These bids can differ from our actual generation price, causing the CAISO EIM benefit calculation to overstate benefits. 4.4 Added Maintenance Cost driven by Increased Cycling Avista has a respectable amount of ramping capability within its fleet, which is called upon by EIM at various times throughout the day. This leads to more resource movement than Avista has historically experienced. Like its peers, Avista has noticed a significant increase in resource movement. This movement leads to increased maintenance costs. Avista requires more time to better estimate these potential increases in maintenance cost and include them in its bidding strategies. 4.5 Incremental Cost of Donated Transmission by Avista Merchant The costs related to Avista EIM-donated transmission reduces our benefit and should reduce CAISO/SettleCore benefit calculations. Two categories are associated with donated transmission: • Lost transmission revenues: This requires the identification of the transfer enabled by the redirect, and the estimated value of selling that amount of transmission. • New transmission purchases specifically used to enable EIM Transfers: identify the amount of the purchase intended for EIM vs. Non-EIM. 4.6 Impact from Market Errors The EIM relies on input models and data to calculate its market solution. These inputs are numerous and complex. Avista has noticed multiple instances where one or more modeling or data input were incorrect and expects this behavior to continue in the future. As a result of these issues, market dispatches, ETSR (Energy Transfer System Resource) transfers, and LMPs (Locational Marginal Prices) are not always an accurate representation of what EIM participants’ costs would have been absent EIM. In some cases, Avista may be able to successfully argue for a modification through a settlement dispute, or CAISO may perform a price correction. In many cases, CAISO is unwilling or unable to make a correction. In one recent example of a utility that joined in 2021, CAISO incorrectly modeled a linkage between a generator and a dynamic export. The result was a false shortage of hundreds of MWs for several hours in the BAA. The EIM market solution backfilled this apparent shortage, creating operational issues and significant charges for the affected utility. CAISO was unable or unwilling to correct this issue because other entities relied on the same market solution and provided energy incorrectly as identified by the EIM solution. This was a significant loss for the entity not correctly reflected in CAISO’s EIM benefit calculation. In another example, a May 2022 CAISO price correction had a direct negative financial impact on Avista. We followed CAISO dispatch, leading to profitable operation of Avista resources. However, a CAISO price correction later expunged those profits, creating significant lost opportunity costs having a direct impact on Avista’s financial performance. This impact was not accounted for in CAISO’s EIM benefit calculation. Unfortunately, modeling and data errors oftentimes are undetected. However, to the extent Avista can identify the errors with its modified benefits calculation, we will ensure accurate accounting. The market error identification process will evolve over time. Avista’s merchant group will leverage the recurring CAISO market quality call and CAISO EIM Market Analysis report to identify market errors daily. A log will be kept, and further analysis of the impact from market errors will be conducted between the merchant and settlement group. CONFIDENTIAL Page 9 of 48 EIM Benefit Methodology Copyright 2022, Avista All rights reserved. Proprietary and confidential. October 2022 Page 10 of 15 4.7 Other EIM Benefit Related Components While Avista earns greenhouse gas (GHG) payments from market participation, it is critical that Avista has enough credits to meet its GHG compliance requirements. Any costs of GHG credit purchases will offset benefits assumed in the CAISO EIM calculation. 4.8 Wind Contract Curtailment Cost Avista wind resources are all controlled through contract; we do not own any wind resources directly. When wind generation is curtailed, Avista must pay the resource owner the curtailed energy. If the curtailment is directly caused by EIM market dispatch, the associated cost will be considered as an offset component of the EIM benefit calculation. It is not considered by the CAISO EIM benefits methodology. Avista expects other items impacting the benefit calculation are yet to be discovered. We will continue monitoring for these impactors. 5.0 Avista’s EIM Benefit Methodology Details Avista’s EIM Benefit Methodology is a three-part process developed to address findings in the Gap Analysis of CAISO’s EIM Benefit Methodology. Avista executes this process monthly. 5.1 Part 1: Execute Initial Benefit Calculation The initial execution of the shadow benefit calculation uses the SettleCore software and CAISO inputs. Avista expects to receive CAISO’s benefit calculation output file three weeks after the trading month ends. 5.2 Part 2: Validate Output, Adjust Input and Rerun as Necessary After the initial shadow benefit calculation runs, Avista receives the CAISO and SettleCore benefit calculation files and a thorough review and validation can be conducted. During review, the SettleCore shadow benefits calculation is rerun with any identified input adjustments, mainly resource bids. 5.2.1 CAISO Discrepancies Avista’s settlement team reviews and compares CAISO Benefit calculation output with the SettleCore Benefit calculation output, as this comparison forms the basis for Avista’s methodology. Typical review areas include: • Total benefit value. • EIM transfer revenue. • EIM dispatch cost. • Counterfactual dispatch cost. • GHG Revenue. • GHG transfer revenue. • Flex transfer revenue. Avista applies the following thresholds to determine whether a further investigation is warranted: a) Discrepancy in percentage of total CAISO Benefit value for the month > 2.5% CONFIDENTIAL Page 10 of 48 EIM Benefit Methodology Copyright 2022, Avista All rights reserved. Proprietary and confidential. October 2022 Page 11 of 15 b) Absolute value of discrepancy for the month > $100,000 If these thresholds are not met, no further adjustments or analyses are completed. 5.2.2 Cost Curve Adjustment Most bids submitted to the EIM deviate from actual costs, for reasons described in Section 4.3. Avista will address this by overwriting bids sourced from the CAISO SIBR (Scheduling Infrastructure & Business Rules) with a value more closely reflecting its actual operating costs. The specific resources for which this applies to are: • Colstrip • Kettle Falls Steam Turbine • Northeast Combustion Turbine • Long Lake (Ambient Rerate/derate) • Little Falls (Ambient Rerate/derate) • Boulder Park (Ambient Rerate/derate) • Lancaster • Noxon Rapids • Cabinet Gorge • Mid-C Contracted Process: 1. Use Avista Merchant logs or other communications to identify where bids deviated from opportunity cost. 2. In an internal workshop format or email communication, Avista Merchant and Settlement groups review effective bid costs to confirm if any input adjustments are needed (Avista expects a more systematic approach to be established, after the process is executed multiple times. As various entities use a different price basis for adjustments, so too will Avista establish its own basis based on accumulated EIM business expertise). 3. If an adjustment is necessary, Avista updates inputs for a potential rerun of the shadow benefit calculation. 5.3 Add Components Excluded from CAISO Benefit Calculation Once a review has established confidence in the shadow benefit calculation, a simple addition/subtraction calculation is performed to include costs or benefits not addressed in the CAISO Benefit Methodology. 5.3.1 Increased Cycling Maintenance Costs Avista needs adequate time participating in EIM to evaluate the effect of increased cycling on the maintenance requirements for the Avista generation fleet, so this cost component will likely affect the EIM benefit in 2023. Therefore, a process is defined and will be further developed through practice over time. The method includes detailed monitoring and inputs from the GPSS group and calculations performed by the merchant group. Avista has implemented a standard method of tracking cycling data, where a consistent interpretation of data is enforced: CONFIDENTIAL Page 11 of 48 EIM Benefit Methodology Copyright 2022, Avista All rights reserved. Proprietary and confidential. October 2022 Page 12 of 15 • Mileage: MW “distance” that the unit ramps. It is calculated by comparing the metered actual every 5 minutes to the metered actual in the prior 5 minutes. The MW value is calculated when that difference is greater than 1 MW in an absolute value sense. These values are summed over the period, which, at least initially, is monthly. • ON/OFF: Measurement of breaker operations when generating plants are being cycled online and offline. The data is summarized in EIM Gen Mileage report in PI data system, and below is an example screenshot Due to the level of effort the evaluation process requires, Avista will likely evaluate increased cycling maintenance costs on an annual basis to determine if adequate data exists to use in its EIM benefit calculations. 5.3.2 Donated Transmission Incremental Costs The Avista Merchant periodically has residual transmission from day-ahead and real-time market optimization activities. After these markets close, the unused transmission typically has zero terminal value. With Avista's entrance to EIM, Avista plans to donate this transmission to the EIM to benefit Avista's load and marketing at zero cost. However, there may also be instances (due to transmission constraints or optimization opportunities in the region) where Avista would allocate transmission earlier in the optimization cycle to EIM. To account for these activities, Avista has created an EIM Transmission Cost Book in their ETRM (Energy Trading Risk Management) system to capture these types of donations and transfer any costs the Merchant incurs to this book. Avista's Merchant will calculate the value of the quarterly early optimization cycle transmission donations and provide them to the Avista staff preparing the Avista EIM Benefits Report. In addition, Avista staff will note in the quarterly process log the values of any donated transmission. These values will then be appropriately removed from the Avista EIM Benefit calculation. CONFIDENTIAL Page 12 of 48 EIM Benefit Methodology Copyright 2022, Avista All rights reserved. Proprietary and confidential. October 2022 Page 13 of 15 5.3.3 Market Error Corrections “One-off” CAISO errors can impact Avista benefits. Where Avista identifies significant one-off errors by CAISO, we will apply corrections to the benefits calculation. We will use at least two general avenues to identify these market errors: • From an operations perspective, Avista Merchant group will report market errors. • From a settlement perspective, a valid CAISO dispute that isn’t financially resolved will be a source of record for the benefit adjustment. When a significant market error is identified, a thorough financial analysis will be conducted. Any financial impact from market errors will be deducted in the final benefit calculation. May 2022 CAISO price correction financial impact analysis will be an excellent example to demonstrate this process. 5.3.4 GHG Offset Purchase Cost The monthly GHG offset cost will be provided by Avista Merchant group. Avista’s GHG analysis will leverage a standard report in the PRSC (Participating Resource Schedule Coordinator) application. 5.3.5 Wind Curtailment Cost Compensable curtailed energy charges will be reviewed monthly, upon receipt of Clearway invoices. The amount associated with the compensable curtailed energy will be directly deducted from the final benefit. 6.0 Future Methodology Considerations Avista will continue refining its EIM Benefit methodology, identifying opportunities to further improve the accuracy of its EIM benefit calculation. As a new entrant, we will be on a steep learning curve for some time. With limited experience in the market, the focus required on the daily EIM operations limits the scope of consideration in our initial EIM Benefit methodology. Below are some opportunities identified for future consideration. 6.1 Variable Energy Resource (VER) PMax (max generation of resource) Review Avista has preliminarily identified discrepancies between its VER (Variable Energy Resource) PMax in CMRI (Customer Market Result Interface) and the ADS (Automatic Dispatch System) Dispatch report, due to a data gap caused by data granularity issues in the CAISO VER forecast report. This leads to a potential inaccurate benefits calculation when a VER resource is involved in the counter factual dispatch run at the time interval. To accurately estimate this impact, and properly factor the effect in our benefit calculation, a large data analysis effort is required. The proposed process will consist of: (1) performing a data gap analysis, and (2) taking one of the following actions, should an adjustment be required: • Adjust inputs for the rerun of the Shadow benefit calculation. This approach will require vendor engagement and support, and we have not engaged in a conversation with the vendor on this topic yet. • Post process SettleCore Benefit Calculation output file to calculate the over-estimated benefit portion. This approach will require a complex data model to be built. CONFIDENTIAL Page 13 of 48 EIM Benefit Methodology Copyright 2022, Avista All rights reserved. Proprietary and confidential. October 2022 Page 14 of 15 6.2 Commitment Cost Adjustments As shared earlier in this document, the CAISO Benefit Methodology doesn’t consider unit commitment cost, negatively impacting EIM dispatch cost and the counter factual dispatch cost calculation. Two areas should be analyzed: • CAISO’s ISO Commitment Cost Report captures start-up costs, minimum load costs, multi-stage generation transition costs, and shut down costs for market committed resources. This report can potentially be used to quantify the commitment cost that needs to be added to the EIM dispatch cost. Start-up costs are straightforward to calculate, yet complications are expected with the minimum load cost associated with the market-committed resource. • An approach considering commitment cost in the counter factual cost calculation likely will be done by post processing with the SettleCore shadow benefit run output file, with a calculation model yet to be built. 6.3 FMM Settlements Value is not Considered When EIM dispatch and counter factual dispatch costs are calculated, only RTD dispatch is considered. The impact from RTPD dispatch is unknown but might negatively impact benefit calculations. 6.4 Impact of BPA Rate of Change Constraints Avista relies on the BPA transmission system to move Mid-C generation and Coyote Springs generation across BPA and to Avista’s BAA. There are many constraints associated with this transmission. Some of these are reflected through a set of “rate of change constraints”. These constraints limit the change in the dispatch between the FMM solution and the RTD solution. When these constraints are binding, they will impact the LMPs that Avista pays and receives. In current pre-EIM operations, Avista has certain contractual rights and obligations but is not directly subject to financial impacts from the Rate of Change Constraints. Avista is attempting to learn more about these constraints and how they will impact benefits achieved from EIM v. current operations, if at all. 6.5 Third Party Loads and Generation is Included at BAA Level As mentioned previously, BPA can account for up to roughly 15% of the AVA BAA load during specific periods. Non-BPA loads also affect the calculations. This could impact Avista’s EIM Benefits calculation. Options have been identified to quantify the BPA portion in the EIM benefit calculation number produced by the SettleCore Shadow Benefit Calculation. Option 1: Assume that a load-ratio share of the benefits is accruing to BPA. In this approach, Avista would take the Adjusted EIM Benefits and pro-rate them based on a load ratio share. This would likely be derived from the hourly Load Meters used in sub-allocations. The primary value of this approach is simplicity. However, a significant drawback is that generation profits and fuel savings primarily accrue to Avista. BPA would only benefit from reduced costs to serve its imbalance around its hourly schedule. This method likely will understate Avista benefits. Option 2: Evaluate BPA cost of imbalance directly using the LMP from the market and from the counter- factual analysis. This approach would use the imbalance directly from sub-allocations multiplied by the price differential and then deducted from the Adjusted EIM Benefits and provide a much better CONFIDENTIAL Page 14 of 48 EIM Benefit Methodology Copyright 2022, Avista All rights reserved. Proprietary and confidential. October 2022 Page 15 of 15 estimate of BPA benefits. However, it is unclear if counter factual LMP data will be available to support this option; and, if so, if and how it can be normalized to the hourly LMP that BPA pays. At this point, critical data availability will impede the analysis of a reasonable ratio assumption to net out the BPA portion of the benefit. Therefore, further learning and investigation are required to evaluate this component. CONFIDENTIAL Page 15 of 48 AVISTA CORPORATION STATE OF IDAHO CASE NO. AVU-E-22-11 ANNUAL POWER COST ADJUSTMENT (PCA) COMPLIANCE FILING APPENDIX A EIM QUARTERLY BENEFIT REPORT METHODOLOGY CONFIDENTIAL Page 16 of 48 www.westernEIM.com 1 EIM Quarterly Benefit Report Methodology Effective with Q1 2021 EIM benefits report Prior to the creation of this document, the methodology for the benefits calculation was posted in a technical bulletin and in the benefit report itself. This document consolidates these prior materials into a concise paper for easier understanding of how the EIM benefits are calculated. The total EIM benefit is the cost saving of the EIM dispatch compared with a counterfactual (CF) without EIM dispatch. The counterfactual dispatch meets the same amount of real-time load imbalance in each BAA without EIM transfers between neighboring EIM BAAs. For an EIM BAA, the benefit can take the form of cost savings or profit or their combination. A BAA will be likely to have energy cost savings when the BAA is importing energy economically, or its base schedules are being optimized by the EIM. To the extent an entity base schedule is optimized prior its submission into the EIM, the benefits may be lessened when compared to an entity that has not submitted optimized base schedules into the EIM. A BAA will be likely to have an energy profit when the BAA is exporting energy economically to other BAAs and being paid a price higher than the bid cost. A BAA other than the ISO may also have a GHG profit when the resource is allocated GHG MWs and is receiving GHG revenue based on marginal GHG cost that is likely higher than its own GHG bid cost. For each 5-minute interval, the EIM benefit for a BAA = counterfactual dispatch cost – (EIM dispatch cost + transfer cost + flex ramp transfer cost) + GHG revenue – GHG cost. The 5-minute level EIM benefits are then aggregated each month with a multiplier 1/12 to convert ($/5 min) to a dollar amount. EIM Benefit Calculation Components EIM Dispatch Cost The total dispatch cost for a BAA for an interval is the sum of all the unit level EIM dispatch costs for that BAA for that interval. For all BAAs other than CAISO, the dispatch cost only includes variable dispatch cost, i.e. the bids submitted by the corresponding Scheduling Coordinator. For the ISO’s long start units, we only consider variable dispatch cost. For the ISO’s short start units, we use a generic cost formula, which includes variable dispatch cost, no load cost, and startup cost. Specifically, the three-part cost for short start units includes:  The variable dispatch cost of RTD, which is equal to the bid cost associated with the delta instruction above or below the base schedule for each interval,  the no load cost associated with the incremental dispatch, which is equal to the no load cost divided by Pmax, then multiplied by the delta instruction from the base schedule,  The startup cost associated with the incremental dispatch, which is equal to the startup cost divided by the minimum online hours, then multiplied by the delta instruction from base schedule divided by the Pmax. CONFIDENTIAL Page 17 of 48 www.westernEIM.com 2 The purpose of this generic cost formula is to evaluate cost differences between EIM dispatches and counterfactual dispatches without performing sophisticated unit commitment simulations. Prior to Q1 2016, only variable dispatch cost was considered in the EIM benefit calculation. With NV Energy joining EIM and improving the transfer capabilities from and to the ISO, we observed a significantly increased transfer volume in EIM. The higher transfer volume cannot be sufficiently replaced by resources online in EIM without committing or de-committing resources, and hence the ISO adopted a three-part cost formula as of Q1 2016 to allow for unit commitment decisions to better evaluate the production difference between EIM and the counterfactual dispatch of the ISO. The unit commitment decisions were made only for short start units that were not combined cycle units. The combined cycle units have complicated models in EIM, so their counterfactual commitment status is fixed at the EIM commitment status to avoid oversimplification. We approximate the ISO’s commitment costs by converting the startup cost and no load cost into variable dispatch cost, assuming a committed short start resource will be fully loaded for minimum online hours. For each supply segment, the corresponding three-part variable cost is equal to bid_price + no_load_cost/Pmax + startup_cost/min_up_hour/Pmax Note the formula above converts startup cost (in unit $) and no load cost (in unit $/h) into variable dispatch cost (in unit $/MWh). By doing this, the commitment for the ISO’s short start units can be determined based on the economic metric order of the three-part variable cost. Transfer Cost As a convention, select the importing direction as the default direction for a transfer, so the importing transfer is positive and the exporting transfer is negative. The transfer cost is equal to the transfer MW times the transfer price. For transfers involving the ISO in either the importing direction or the exporting direction, the transfer price is the other BAA’s LMP plus the shadow price of the transfer. In doing this, the congestion rent on the transfer will be fully attributed to the other BAA. For transfers involving two BAAs that are not the ISO, the transfer price will split the congestion shadow price on the transfer in half. For an importing BAA, the transfer price is the LMP of the BAA minus half of the absolute value of the transfer shadow price. For an exporting BAA, the transfer price is the LMP of the BAA plus half of the absolute value of the transfer shadow price. The transfer could occur in both the 15-minute market and the 5-minute market. In this case, the transfer cost is 15-minute transfer * 15-minute transfer price + (5- minute transfer – 15-minute transfer) * 5-minute transfer price for each 5-minute interval. For the prices (LMPs) used in the EIM benefits, the calculation uses the corresponding ELAP prices of each EIM area. For CAISO prices, the calculation uses the prices associated at the corresponding scheduling points at the Malin, Palo Verde, El Dorado or Rancho Seco interties. The specific scheduling price to be used among these intertie locations is in relationship to the benefit calculated to a specific EIM area. For instance, when calculating the benefits between PAC West and CAISO, the calculation will use Malin scheduling point price (CAISO side). CONFIDENTIAL Page 18 of 48 www.westernEIM.com 3 Flex Ramp Transfer Cost In 2016, the ISO implemented the flexible ramping products to replace flexible ramping constraints. The flexible ramping products are available capacities to handle future load and generation uncertainties, and include both the upward ramping capacity and downward ramping capacity. They may be put aside in RTD to enhance dispatch flexibility. One BAA’s flexible ramping capacities in RTD may be helping other BAAs. In this case, the BAA that exports flexible ramping products should receive payment from other BAAs to compensate the dispatch cost of keeping flexible ramping capacities, and the BAA that imports flexible ramping products should pay other BAAs to reflect its dispatch cost to handle future uncertainties. This is similar to how energy transfer is treated in the EIM benefit calculation. Energy transfer is explicitly modeled in EIM, while flexible ramping transfer is not. We need to calculate a BAA’s flexible ramping transfer. First, we allocate the system flex ramp award to each BAA in proportion to its individual BAA requirement. Then we calculate the flex ramp transfer as the BAA’s RTD flexible ramping award minus its allocated share. The flex ramp transfer cost is equal to the flex ramp transfer multiplied by the EIM whole footprint flex ramp shadow price. Counterfactual Dispatch Cost The counterfactual dispatch for an EIM BAA mimics the market operations without importing or exporting through the EIM transfers. The counterfactual dispatch moves units inside the BAA to meet the same real-time load imbalance as the EIM dispatch based on economic merit order without considering transmission constraints. For PacifiCorp, the transfer limit between PACE and PACW is enforced in the counterfactual dispatch. Neglecting transmission constraints in a BAA tends to underestimate the EIM benefit. The magnitude depends on how significant the congestion is. Severe congestion impacting EIM benefits was not observed until October 2017, where transmission congestion happened between the generation in Wyoming and PACE’s load in PacifiCorp. The impact of this congestion to the EIM benefit calculation can be demonstrated with the following example. Assume in PACE, load increased 10 MW from the base schedule, generation decreased 100 MW from the base schedule, and PACE imported 110 MW in EIM. Note that energy is balanced in PACE with 110 MW of transfer import replacing 100 MW of generation and serving 10 MW of load above the base schedule. Assume the decremented generation cost is $20/MWh, and the import cost is $120/MWh. From an economic standpoint, the EIM dispatched the resources out- of-merit with high cost supply being incremented and low cost supply being decremented. If we were to calculate the EIM benefit ignoring the congestion effect, the benefit will be negative. The calculation is as follows: EIM dispatch cost = -100 MW * $20 = –$2,000. EIM transfer cost = 110 MW * $120 = $13,200. Counterfactual dispatch cost = 10 MW * $20 = $200. For simplicity, ignore flex ramp and GHG. The EIM benefit is calculated as $200 – (– $2,000 + $13,200) = –$11,000. CONFIDENTIAL Page 19 of 48 www.westernEIM.com 4 To better understand the root cause of the negative benefit, we break the calculated benefit into two components: infeasible base schedule and infeasible counterfactual. 1. Infeasible base schedule: In the EIM, the imported $120 transfer replaced 100 MW of $20 internal generation, and produced a negative benefit equal to 100*($20-$120) = -$10,000. The extra dispatch cost in EIM is not due to economics, but due to infeasible base schedules for certain constraints, which forces the EIM to mitigate congestion, and incurs additional cost. For this reason, we need to add the congestion management cost to the counterfactual dispatch cost to reflect the need to perform the same congestion management dispatch as in the EIM. In the example, we add $10,000 to the counterfactual dispatch cost. 2. Infeasible counterfactual: In the counterfactual, the merit order dispatch did not know that dispatching up the $20 generation would overload the transmission, and produced a negative benefit equal to 10*($20-$120) = -$1,000. The counterfactual should recognize the economic $20 supply is subject to transmission congestion, and cannot be dispatched. Therefore, in the counterfactual dispatch, for increased net load, we dispatch only supply offers with a bid price >= the transfer LMP. For decreased net load, we dispatch down only supply offers with a bid price <= the transfer LMP. In the example, the net load is 10 MW, so we only dispatch resources that bid above $120, assume these supplies cost $125/MWh. With these two enhancements, we revise the benefit calculation as follows: EIM dispatch cost = -100 MW * $20 = –$2,000. EIM transfer cost = 110 MW * $120 = $13,200. Counterfactual dispatch cost = 10 MW * $125 + $10,000 = $11,250. The new EIM benefit is calculated to be $11,250 – (–$2,000 + $13,200) = $50. These enhancements only apply when we detect significant congestion indicated by the LMP difference between the BA’s ELAP and DGAP greater than a tolerance setting. Currently, the tolerance is set to $5/MWh. The counterfactual dispatch makes unit commitment decisions only for the ISO’s short start units. The unit commitment decisions are based on the generic three-part variable cost formula, which has converted startup cost and no load cost into variable dispatch cost, so unit commitment can be determined by the economic metric order of the three-part cost. Prior to the 2016 Q4 report, we used the resources’ RTD dispatching limits from the EIM in the counterfactual. The EIM dispatching limits are 10-minute ramp limited in RTD, and they may be overly constraining for the counterfactual theoretically. The counterfactual will replace the transfers with internal dispatches, but it does not need to do it within 10-minute timeframe. When EIM transfer volumes are moderate relative to the EIM dispatching range, this limitation may not be a real problem, because the EIM dispatch range is mostly sufficient to replace the transfers. As the EIM footprint increases, the transfer volume between BAAs also increases. We CONFIDENTIAL Page 20 of 48 www.westernEIM.com 5 observed that some EIM transfers exceeded 1,000 MW frequently. The EIM dispatching range started to show its limitation. In Q4 of 2016, we expanded the resources’ dispatching range to base schedule and FMM dispatching limits. From Q2 of 2017, we decided not to use EIM calculated limits. Instead, the dispatching range is constructed based on the resource’s economic bid range in the following way: a) Start with the resource’s bid range [bid_MW_min, bid_MW_max] b) Block the ancillary service provisions, so the new range is [bid_MW_min+reg_down, bid_MW_max – reg_up – spin – nonspin] c) If the resource is a wind or solar resource, limit its upper limit by the forecasted output, so the new range is [bid_MW_min+reg_down, min(bid_MW_max – reg_up – spin – nonspin, wind or solar forecast)] In cases where a counterfactual dispatch does not have sufficient supply offers to meet net load imbalance, we assign a penalty cost for procuring more energy. If the BA does not import from EIM, we extend its last economic bid segment. If the BA imports from EIM, we compare its last economic segment against the EIM LMP, and set the penalty price to the higher of the two. In summary, the penalty price per MWh is  The highest offer price from the BA if the BA does not import from EIM,  Max (the highest offer price from the BA, the transfer LMP) if the BA imports from EIM. An EIM BAA may restrict the pool of dispatchable units in the counterfactual dispatch if that the BAA’s practice prior to joining EIM was to balance real-time load from a limited pool. ISO Counterfactual Dispatch The ISO would need to meet load without EIM transfers in the counterfactual dispatch. The counterfactual dispatch is constructed in the following way: 1. Calculate the ISO’s net EIM transfer; 2. Economically dispatch resources from the ISO to replace the transfer A. If the ISO is importing from the EIM, a. Find the ISO’s undispatched supply with the variable cost (bid and three-part converted) greater than or equal to the reference transfer price; b. Sort and stack the supply by the variable cost from low cost to high cost; and c. Clear the supply stack from low cost to high cost up to the transfer megawatts B. If the ISO is exporting to the EIM, a. Find the ISO’s dispatched supply with the variable cost (bid and three-part converted) less than or equal to the reference FMM transfer price; b. Sort and stack them by the variable cost from high cost to low cost; and CONFIDENTIAL Page 21 of 48 www.westernEIM.com 6 c. Clear the supply stack from high cost to low cost up to the transfer megawatts The reference transfer price for the ISO is the maximum price of the incoming transfer points if the ISO is a net transfer importer, and the minimum price of the outgoing transfer points if the ISO is a net transfer exporter in RTD. Undispatched supply at lower bid cost than the reference price is dispatched out of merit when the ISO is importing transfer at the reference price. Dispatched supply at higher bid cost than the reference price is also dispatched out of merit when the ISO is exporting transfer at the reference price. The ISO has complex networks and constraints that are modeled in the EIM but not in the counterfactual. For example, supplies can be locally transmission constrained and undispatched in the EIM, which have available supply at lower bid cost than the LMP of the rest of the ISO. They should remain undispatched in the counterfactual even they have lower supply cost, because they are constrained by transmission. In the ISO’s counterfactual dispatch, we only consider supplies above the reference transfer price to replace incoming transfer into the ISO, and thus preventing the transmission constrained lower cost supply being dispatched. Vice versa for the supplies below the reference transfer price to replace outgoing transfer. The counter factual dispatch (applies for whole EIM, not just the ISO) was based on 5-minute dispatch capability, and the reference price is the RTD price. Counterfactual Dispatch All EIM entities, with the exception of Pacificorp, have their counterfactual dispatch constructed in the following way. We will use NVE as an example. 1. Calculate the real-time net load imbalance for NVE; 2. Economically dispatch resources from NVE on top of the base schedules to meet NVE’s net load imbalance A. If the net load imbalance is positive, a. Dispatch NV Energy’s bid-in supply above base schedules; b. Sort and stack them by the variable cost from low cost to high cost; and c. Clear the supply stack from low cost to high cost up to the net load imbalance. B. If the net load imbalance is negative, a. Dispatch NV Energy’s bid-in supply below base schedules; b. Sort and stack them by the variable cost from high cost to low cost; and c. Clear the supply stack from high cost to low cost up to the net load imbalance. PacifiCorp Counterfactual Dispatch PacifiCorp East BAA and PacifiCorp West BAA would need to meet demand without intra-hour transfers between PacifiCorp and the ISO, but transfers could occur between PACE and PACW in the counterfactual dispatch. The PacifiCorp counter factual dispatch will be constructed in the following way: CONFIDENTIAL Page 22 of 48 www.westernEIM.com 7 1. Calculate the real-time net load imbalance for each BAA; 2. Economically dispatch resources from PacifiCorp on top of the base schedules to meet net PacifiCorp load imbalance without violating the transfer limitations between PACE and PACW. A. If the net load imbalance is positive, a. Find PacifiCorp’s bid-in supply above base schedules; b. Sort and stack them by the variable cost from low cost to high cost; and c. Clear the supply stack from low cost to high cost up to the net load imbalance subject to the transfer limit between PACE and PACW B. If the net load imbalance is negative, a. Find PacifiCorp’s bid-in supply below base schedules; b. Sort and stack them by the variable cost from high cost to low cost; and c. Clear the supply stack from high cost to low cost up to the net load imbalance subject to the transfer limit between PACE and PACW GHG Revenue Greenhouse gas (GHG) revenue for a resource is equal to its GHG allocation MW times the GHG price. GHG Cost GHG cost for a resource is equal to its GHG allocation MW times its GHG bid. Example This example illustrates how the EIM benefit is calculated. The transfers out of the EIM optimization are listed in Table 1. Base scheduled transfers have been excluded in the FMM transfers and RTD transfers. From BAA To BAA FMM transfer FMM transfer price RTD incremental transfer RTD transfer price Transfer cost PACE NEV P 140 $26 10 $25 $3,890 NEVP CISO 160 $26 20 $30 $4,760 PACE PAC W 190 $26 10 $25 $5,190 CONFIDENTIAL Page 23 of 48 www.westernEIM.com 8 PACW CISO 110 $26 -10 $30 $2,560 Table 1. An example of BAA to BAA transfers and prices Assume the EIM energy imbalance and prices are as follows. Every BAA is balanced with Gen + Transfer – Load = 0. Assume the EIM optimization results in $1 GHG price, which means the ISO’s LMP is $1 higher than the neighboring BAA (NEVP and PACW), because there is no congestion going into the ISO in the example. In the table below, positive transfer MW means the BAA is importing and negative transfer MW means it is exporting. Also, transfers in the table are sum of the transfers occur in both the FMM and the RTD with base scheduled transfer being excluded. BAA Gen Load Net transfer in MW LMP GHG price CISO 0 280 280 $31 $1 NEVP 50 20 -30 $30 PACE 150 -200 -350 $20 PACW 100 200 100 $30 Table 2. EIM energy imbalance and prices by BAA for one 5-minute interval Transfer Cost The transfers occur in both FMM and RTD, and their volume and prices are listed in Table 3. They are calculated from applying the convention that importing is positive and exporting is negative the BAA to BAA transfers, and summing them over all the neighboring BAAs. BAA transfer cost CISO $7,320 = $4,760+$2,560 NEVP ($870) = $3,890-$4,760 PACE ($9,080) = -$3,890-$5,190 PACW $2,630 = $5,190-$2,560 Table 3. EIM transfer cost by BAA For flex ramp, we calculate its transfer and transfer cost in Table 4. BAA Direction Req. Award Allocation Flex ramp transfer in Flex ramp price Flex ramp transfer cost CONFIDENTIAL Page 24 of 48 www.westernEIM.com 9 CISO upward 150 100 75 -25 $1 -$25 NEVP upward 10 0 5 5 $1 $5 PACE upward 20 0 10 10 $1 $10 PACW upward 20 0 10 10 $1 $10 CISO downward 0 0 0 0 $2 $0 NEVP downward 10 10 2 -8 $2 -$16 PACE downward 20 0 4 4 $2 $8 PACW downward 20 0 4 4 $2 $8 Table 4. Flex ramp transfer example EIM Dispatch Cost Now calculate the total bid cost associated with the EIM dispatches (delta from base schedules). The EIM dispatch costs are listed in Table 5. BAA Gen_EIM EIM dispatch cost CISO 0 $0 NEVP 50 $1,450 PACE 150 $2,700 PACW 100 $2,800 Table 5. EIM dispatch cost by BAA Counterfactual Dispatch Cost Then construct the counterfactual dispatches as described in the previous section, and sum up the counter factual dispatch cost for each BAA as shown in Table 6. BAA Gen_CF Counterfactual dispatch cost CISO 280 $9,240 NEVP 20 $640 PACE -200 ($3,800) CONFIDENTIAL Page 25 of 48 www.westernEIM.com 10 PACW 200 $6,200 Table 6. Counterfactual dispatch cost by BAA GHG Cost and Revenue The GHG costs associated with the 280 MW of importing transfer into CISO, and the revenues received by the GHG allocated MWs in both FMM and RTD are listed in Table 7. BAA GHG FMM MW GHG RTD MW GHG cost GHG revenue CISO 270 280 $0 -$280 NEVP 0 0 $0 $0 PACE 200 200 $20 $200 PACW 70 80 $75 $80 Table 7. GHG cost and revenue by BAA EIM Benefit With all the cost and revenue for each BAA available, we can use the formula EIM benefit for a BAA = counterfactual dispatch cost – (EIM dispatch cost + transfer cost + flex ramp transfer cost) + GHG revenue – GHG cost to calculate EIM benefit for each BAA. The results are shown in Table 8. BAA CF dispatch cost EIM dispatch cost Transfer cost Flex transf er cost GHG cost GHG revenue EIM benefit CISO $9,240 $0 $7,320 ($25) $0 ($280) $1,665 NEV P $640 $1,450 ($870) ($11) $0 $0 $71 PAC E ($3,800) $2,700 ($9,080) $18 $20 $200 $2,742 PAC W $6,200 $2,800 $2,630 $18 $75 $80 $757 Table 8. EIM benefit for one 5-minute interval This calculation is performed for each 5-minute interval with unit $/hr. We convert the $/hr benefit into the dollar benefit by multiplying 1/12. Then the 5-minute interval benefits in dollar CONFIDENTIAL Page 26 of 48 www.westernEIM.com 11 amount can be aggregated into the monthly benefit by summing all the 5-minute intervals in the month. CONFIDENTIAL Page 27 of 48 CONFIDENTIAL AVISTA CORPORATION STATE OF IDAHO CASE NO. AVU-E-22-11 ANNUAL POWER COST ADJUSTMENT (PCA) COMPLIANCE FILING CONFIDENTIAL APPENDIX B EIM BENEFITS EVALUATION FOR EIM CUSTOMERS CONFIDENTIAL Page 28 of 48 CONFIDENTIAL and PROPRIETARY Property of Power Settlements Consulting and Software, LLC Do Not Distribute this Document Page 1 EIM Benefits Evaluation for EIM Customers May 07, 2019 CONFIDENTIAL Page 29 of 48 CONFIDENTIAL and PROPRIETARY Property of Power Settlements Consulting and Software, LLC Do Not Distribute this Document Page 2 Change log: Added an option, CFDispatchwithCongestionModel, to allow to switch on/off the Reference: 1. EIM Quarterly Benefit Report Methodology, https://www.westerneim.com/Documents/EIM_BenefitMethodology.pdf CONFIDENTIAL Page 30 of 48 CONFIDENTIAL and PROPRIETARY Property of Power Settlements Consulting and Software, LLC Do Not Distribute this Document Page 3 Table of Contents 1 Background ................................................................................................................................................................................................... 4 2 EIM Benefit Evaluation Methodology ............................................................................................................................................................. 4 3 EIM Benefit Calculation Components ............................................................................................................................................................. 4 3.1 EIM Dispatch Cost .................................................................................................................................................................................. 4 3.1.1 Examples of EIM Dispatch Cost Calculation in EIM Study ................................................................................................................ 5 3.2 CF Dispatch Cost .................................................................................................................................................................................... 5 3.2.1 Net Load Imbalance Calculation ...................................................................................................................................................... 5 3.2.2 Detailed logic of CF dispatch ........................................................................................................................................................... 7 3.2.3 Examples of CF Dispatch ................................................................................................................................................................. 9 3.2.4 Detailed Logic of CF Dispatch with Heavy Congestion in BS ............................................................................................................15 3.3 EIM Net Transfer Revenue.....................................................................................................................................................................10 3.3.1 Transfer Price calculation ..............................................................................................................................................................11 3.4 GHG Net Revenue .................................................................................................................................................................................13 3.5 FRP Net Revenue ...................................................................................................................................................................................14 4 Appendix: Logic to handle Configuration Change of Multi-Stage Generators (MSG) ......................................................................................14 CONFIDENTIAL Page 31 of 48 CONFIDENTIAL and PROPRIETARY Property of Power Settlements Consulting and Software, LLC Do Not Distribute this Document Page 4 1 Background CAISO has published the general methodology for EIM benefits calculation (as seen in the reference of this document). The heuristic approach allows to estimate EIM benefits without performing sophisticated optimization-based unit commitment and dispatch studies. By using the same methodology described in the CAISO document in high-level, the goal of this design is to replicate CAISO benefit calculation for EIM customers. 2 EIM Benefit Evaluation Methodology For an EIM balancing authority area (BAA), the benefit can take the form of cost savings or profit or their combination[1]: • Energy Cost Savings: BAA imports energy economically, or its base schedules (BS) are re-optimized by the EIM on an intra-hour basis. • Energy Profit: BAA exports energy which are paid above the resource costs. • Green House Gas (GHG) profit: BAA exports of GHG resources into California, that are paid the GHG price. • Flexible Ramp Product (FRP) profit : BAA exports FRP and is paid at the FRP price (profit occurs when the FRP price is higher than the opportunity cost of not providing FRP). The EIM Benefits calculation, from a summarized level, is the following. It calculates the cost savings of the EIM’s dispatch compared to what would have occurred if there was no EIM dispatch (counterfactual dispatch). EIM benefit = CF dispatch cost – EIM dispatch cost + EIM net transfer revenue + GHG net revenue + FRP net revenue The following components of the EIM Benefits Calculation are performed at the 5-minute level. The results are then summed to the monthly- level, which is the level at which the CAISO posts their EIM Benefits Calculation results. 3 EIM Benefit Calculation Components 3.1 EIM Dispatch Cost CONFIDENTIAL Page 32 of 48 CONFIDENTIAL and PROPRIETARY Property of Power Settlements Consulting and Software, LLC Do Not Distribute this Document Page 5 For participating resources (PR), the EIM dispatch cost is calculated as the EIM Dispatch from the base schedule (BS) in order to meet the net load imbalance with the EIM Transfer. The EIM dispatch cost uses the resource’s bid price. For non-participating resources (NPR), their output may deviate from the BS too. With the assumption of consistent deviation behavior between in EIM and not in EIM, the impacts should be the same to CF dispatch cost and EIM dispatch cost, that is, they cancel out each other. Therefore, there is no need to add the costs in the terms. The current CAISO rule is, if a unit in transition, the transition period will not be included in EIM dispatch cost calculation. The reason is, the cost impact on EIM dispatch and CF are the same, so they wash-out. For MSG with DOT and BS at different configurations, please refer to appendix “Logic to handle Configuration Change of Multi-Stage Generators (MSG)”. 3.1.1 Examples of EIM Dispatch Cost Calculation in EIM Study In the table below, Inc MW stands for unit incremental dispatch above the BS, Dec MW for unit decremental dispatch below the BS. Table 1. EIM Dispatch Cost Calculation 3.2 CF Dispatch Cost For a specific EIM customer, the CF study simulates the system operations without importing or exporting through the EIM transfers. Using hourly BS as the baseline, it redispatches the resources to meet the real-time net load imbalance. 3.2.1 Net Load Imbalance Calculation Conceptually, net load imbalance is the imbalance caused by: CONFIDENTIAL Page 33 of 48 CONFIDENTIAL and PROPRIETARY Property of Power Settlements Consulting and Software, LLC Do Not Distribute this Document Page 6 • Load forecast (LF) error: Deviation between the LF value used for T-40 BS submission and the LF for real time dispatch (RTD) market clearing; • Supply deviations caused by o outage/derate of units with BS; or o dispatch of renewable resources away from the BS based on the actual output or curtailment. Net load imbalance is calculated based on EIM RTD dispatch and EIM RTD transfer. In this design, the convention is, exporting transfer is positive and importing transfer is negative. Net load imbalance MW= Total RTD dispatch MW of PRs - Total BS MW of PRs - EIM RTD transfer MW Here EIM RTD transfer MW is the delta transfer MW dispatched by EIM on top of base transfer. It’s calculated as: RTD transfer MW – RTD_Base_transfer. where RTD transfer MW: overall transfer MW cleared in CAISO RT market; RTD_Base_transfer: base transfer submitted by EIM customers. Note:RTD transfer MW is the transfer result from CAISO; RTD_Base_transfer is the tagged transfer MW from EIM customers. If a unit in transition, at transition period it's not included in net load imbalance calculation. For MSG with DOT and BS at different configurations, please refer to appendix “Logic to handle Configuration Change of Multi-Stage Generators (MSG)”. Table 2.1 Net Load Imbalance Calculation CONFIDENTIAL Page 34 of 48 CONFIDENTIAL and PROPRIETARY Property of Power Settlements Consulting and Software, LLC Do Not Distribute this Document Page 7 The dispatch will be based on merit order of bid price to ensure minimum bid costs, with consideration of congestion as needed. Resource ramp rate limit and Losses are ignored in the dispatch. Currently, it’s assumed by CAISO that there is no need to commit/decommit resources for load imbalance. The general logic for CF calculation is, to stack up available capacity economically to meet load imbalance. Here available capacity includes all online resources in RTD and offline non- MSG resources. For MSG resources, only the configuration dispatched by RTD shall be considered. The CF dispatch range is constructed based on the resource’s economic bid range in the following way: a) Start with the resource’s bid range [bid_MW_min, bid_MW_max] , which should not exceed the economic dispatch range[Pmin, Pmax] b) Block the ancillary service provisions, so the new range is [bid_MW_min+Reg_down, bid_MW_max – Reg_up – Spin] c) If the resource is renewable resource, such as wind or solar resource, limit its upper limit by the forecasted output, so the new range is [bid_MW_min+Reg_down, min(bid_MW_max – Reg_up – Spin, wind or solar forecast)] If load imbalance cannot be satisfied using available capacity, the highest available bid (including both online and offline) will be extended as the bid price to procure more supply. Here the highest available bid is identified among all the available resources, that is, not include offline configuration of MSGs. In cases CF does not have sufficient supply offers to meet net load imbalance, a pseudo price will be assigned to the extended segment for procuring more energy. o If the BA does not import from EIM in RTD, we extend its last economic bid segment. Here the import is net over all RTD transfers. o If the BA imports from EIM, we compare its last economic segment against the EIM transfer price, and set the pseudo price to the higher of the two. In summary, the pseudo price per MWh is: • the highest offer price from the BA if the BA does not import from EIM, • max(the highest offer price from the BA, the EIM transfer price) if the BA imports from EIM. Here, the EIM transfer price is a weighted average transfer revenue from imports. Taking EIM customer A as an example, with net import, A may import from both CAISO and NVE, and export to PACE. The EIM transfer price can be calculated as: abs (Transfer Revenue_with CAISO + Transfer Revenue_with NVE) / (RTD import MW from CAISO + RTD import MW from NVE) 3.2.2 Detailed logic of CF dispatch Detailed steps for the CF dispatch and cost calculation are described in the below sections. If a unit in transition, during the transition period, it's not eligible for CF dispatch. CONFIDENTIAL Page 35 of 48 CONFIDENTIAL and PROPRIETARY Property of Power Settlements Consulting and Software, LLC Do Not Distribute this Document Page 8 3.2.2.1 Detailed logic of CF dispatch for Non- PacifiCorp BAAs 1. For each 5-min interval, calculate the real-time net load imbalance based on the corresponding EIM case; 2. Based on the BS, re-dispatch non-outaged resources economically to meet the net load imbalance: A. If the net load imbalance is positive, a. Find resources’ bid-in supply above BS. b. The bid-in supply is sorted by the respective resources’ bid price in ascending order. c. Clear the bid-in supply from the lowest cost to the highest cost, until the net load is re-balanced. B. If the net load imbalance is negative, a. Find resources’ bid-in supply below BS; b. The bid-in supply is sorted by the respective resources’ bid price in descending order. c. Clear the bid-in supply from highest cost to lowest cost, until the net load is re-balanced. 3.2.2.2 Detailed logic of CF dispatch for PacifiCorp BAAs With consideration of transfers between PACE and PACW in the counterfactual dispatch, the PacifiCorp counter factual dispatch will be constructed using the below method: 1. For each 5-min interval, calculate the real-time net load imbalance for each BAA respectively, i.e., PACE BAA and PACW BAA, based on the corresponding EIM case; 2. Based on the BS, re-dispatch non-outaged resources economically to meet the net load imbalance without violating the transfer limitations between PACE and PACW: A. If the net load imbalance is positive, a. Find resources’ bid-in supply above BS; b. Sort the bid-in supply by the respective resources’ bid price in ascending order; c. Clear the supply stack from the lowest cost to the highest cost subject to the transfer limit between PACE and PACW, until the net load is re-balanced. B. If the net load imbalance is negative, a. Find resources’ bid-in supply below BS; b. Sort the bid-in supply by the respective resources’ bid price in descending order; c. Clear the supply stack from the highest cost to the lowest cost subject to the transfer limit between PACE and PACW, until the net load is re-balanced. Here the transfer limit only considers export transfer limits on the HMWY tie from PACE to PACW, that is, in CF dispatch, only allow the flow from PACE to PACW. The export transfer limits on the HMWY tie can be retrieved from the OASIS report “EIM Transfer Limits by Tie”. CONFIDENTIAL Page 36 of 48 CONFIDENTIAL and PROPRIETARY Property of Power Settlements Consulting and Software, LLC Do Not Distribute this Document Page 9 (For implementation, make sure the logic to cover at least the two scenarios below: 1. PACW sees positive net load imbalance, and PACE has cheaper available bid-in capacity, PACE resources are dispatched up, and transfer to PACW to support PACW’s power balance; 2. PACE sees negative net load imbalance, and PACW has more expensive available bid-in capacity to reduce, PACW resources are dispatched down to support PACE’s power balance with transfer from PACE to PACW ) 3.2.3 Examples of CF Dispatch There are four scenarios of CF Dispatch shown in below tables. The scenarios include: 1) a net load imbalance of 50 MW, 2) a net load imbalance of 100 MW, 3) a net load imbalance of – 50 MW, and a net load imbalance of – 100 MW. Inc stands for unit incremental dispatch above the BS, Dec for unit decremental dispatch below the BS. Unless the capacity is extended, the Inc/Dec dispatch shall be within the range of [Pmin, Pmax] and with ancillary services (AS) MW being carved out. Since offline units are considered in this dispatch, in addition to regulation and spinning reserve, we also need to consider non-spinning reserve MW as well. Table 3.1. Scenario 1: Ordered bid stack and bids clearing with net load imbalance 50MW Table 3.2. Scenario 2: Ordered bid stack and bids clearing with net load imbalance 100 MW CONFIDENTIAL Page 37 of 48 CONFIDENTIAL and PROPRIETARY Property of Power Settlements Consulting and Software, LLC Do Not Distribute this Document Page 10 Table 3.3. Scenario 3: Ordered bid stack and bids clearing with net load imbalance -50MW Table 3.4. Scenario 4: Ordered bid stack and bids clearing with net load imbalance -100MW 3.3 EIM Net Transfer Revenue The EIM net transfer revenue formula is (EIM export revenue - EIM import cost). For a BAA, EIM export revenue is the revenue of sales to other BAAs. The EIM import cost is the cost of purchases from other BAAs. Transfers may occur in both the fifteen-minute market (FMM) and the 5-minute markets (RTD). Transfers in the two markets at the same period can be in opposite directions. For example, a BAA can import in the FMM and export in the RTD, or vice versa. In this design document, exporting transfer is positive and importing transfer is negative. In general, for a 5-minute interval, the transfer revenue of with each transfer counterparty can be calculated as: Transfer Revenue_withCounterparty = EIM FMM transfer * FMM transfer price + (EIM RTD transfer – EIM FMM transfer) * RTD transfer price. Here EIM FMM transfer = FMM transfer – FMM base transfer; EIM RTD transfer = RTD transfer – RTD base transfer. CONFIDENTIAL Page 38 of 48 CONFIDENTIAL and PROPRIETARY Property of Power Settlements Consulting and Software, LLC Do Not Distribute this Document Page 11 Due to tagging change, RTD base transfer can be different from FMM base transfer. This happened to IPC in the past months. For EIM BAA A, it may transfer with multiple BAAs, say CAISO, NVE and PACE, as shown in below diagram. The total net transfer revenue will be: Transfer Revenue_with CAISO + Transfer Revenue_with NVE + Transfer Revenue_with PACE Figure 1. EIM BAA A direct interconnection with other EIM BAAs 3.3.1 Transfer Price calculation Currently, if BAA A transfers with CAISO, A always collects the congestion rent; if counter party is not CAISO, A only collects half of the congestion rent. The detailed calculation is described below. If counter party is CAISO, then Transfer price = if A exports, then CAISO CONFIDENTIAL Page 39 of 48 CONFIDENTIAL and PROPRIETARY Property of Power Settlements Consulting and Software, LLC Do Not Distribute this Document Page 12 LMP_ELAP_A + abs(transfer constraint shadow price) Else if A imports, then LMP_ELAP_A - abs(transfer constraint shadow price) Endif; Else (i.e., counter party is not CAISO) Transfer price = 0.5*( LMP_ELAP_A + ELAP of Counterparty) Endif. Where for ELAP of counterparty, taking transfer with NVE as an example, If NVE is not locked out, then ELAP of Counterparty = LMP_ELAP_NVE Else (i.e., NVE got locked out due to failing sufficiency test )ELAP of Counterparty* (can be Magnolia’s LMP) endif * As currently none of the EIM customers has access to other BAAs’ failure information, for monthly EIM benefit evaluation of a specific month, EIM customers will have to request a spreadsheet from CAISO with the HE, interval and adjustment to the counterparties’ transfer price. Both FMM and RTD adjustments are included. The PowerSettlements’s benefit calculation tool needs to subtract the adjustment price from the CAISO price to obtain the ELAP of Counterparty. (CAISO is working on a long-term solution to post the data on public GUIs.) Table 7.1: Examples of Transfer Net Revenue Calculation between A and CAISO CONFIDENTIAL Page 40 of 48 CONFIDENTIAL and PROPRIETARY Property of Power Settlements Consulting and Software, LLC Do Not Distribute this Document Page 13 nario _A price) ($/MWh) ($/MWh) _A price) ($/MWh) ($/MWh) revenue ($) Table 7.2: Examples of Transfer Net Revenue Calculation nario revenue ($) _NVE ($/MWh) ($/MWh) _NVE ($/MWh) ($/MWh) 3.4 GHG Net Revenue GHG net revenue is calculated as (GHG Revenue - GHG Cost). For each 5-minute interval, the GHG revenue can be calculated as: FMM GHG allocation MW * FMM GHG price + (RTD GHG allocation MW – FMM GHG allocation MW) * RTD GHG price. For each 5-minute interval, the GHG cost can be calculated as: RTD GHG allocation MW * GHG bid price. Table 8: Examples of GHG Net Revenue Calculation nario ($/MWh) ($) ($) revenue ($) CONFIDENTIAL Page 41 of 48 CONFIDENTIAL and PROPRIETARY Property of Power Settlements Consulting and Software, LLC Do Not Distribute this Document Page 14 3.5 FRP Net Revenue FRP net revenue is calculated as (FRP revenue - FRP Cost). FRP revenue represents the payment received from other BAAs importing FRP capacity from BAA A; FRP cost A’s payment to other BAAs exporting FRP capacity to A. In general, for a 5-minute interval, the FRP net revenue can be calculated as for FRP Up: RTD FRP up export * RTD FRP up price+ RTD FRP down export * RTD FRP down price where • RTD FRP export = A’s total RTD FRP award – EIM area’s RTD FRP award* (A’s RTD FRP requirement /sum of each BAA’s RTD FRP requirement) • RTD FRP price = A’s RTD FRP price The same calculation applies to FRP down as well. 4 Appendix I: Logic to handle Configuration Change of Multi-Stage Generators (MSG) The current rules to handle configuration changes/commitment status changes in EIM benefit calculation are: • If the BS of a MSG is in a different configuration from the current dispatch in RTD: 1. Reset BS using Pmin_current_config; 2. Net load imbalance will be calculated with the updated BS; 3. EIM dispatch cost and CF cost calculation will be based on the updated BS; 4. Current configuration’s bid shall be treated as available for CF calculation (no change). • If FMM commit a unit with zero BS: 1. Reset BS using Pmin; 2. Net load imbalance will be calculated with the updated BS; CONFIDENTIAL Page 42 of 48 CONFIDENTIAL and PROPRIETARY Property of Power Settlements Consulting and Software, LLC Do Not Distribute this Document Page 15 3. EIM dispatch cost and CF cost calculation will be based on the updated BS If a unit is committed by CAISO, it’s assumed to be online in CF as well. 5 Appendix II: Detailed Logic of CF Dispatch with Heavy Congestion in BS This logic is controlled by an option, CFDispatchwithCongestionModel. The default value of this option is 0, that is, the logic is switched off in all BAAs’ EIM benefit evaluation. 5.1 Background Neglecting transmission congestion within a BAA during BS calculation will lead to underestimate the EIM benefit. The impact can be explained with the following example, as shown in Table 5.1. In this example, the reason behind that EIM dispatched the resources out-of-merit with high cost import being incremented and low cost internal generation being decremented is congestion. EIM dispatch considers impacts of congestion. If we were to calculate the CF dispatch cost ignoring the congestion, the benefit would be inaccurate, sometimes even negative. The calculation is described in Table 5.1. For simplicity, flex ramp and GHG terms are ignored in this example, and there is no consideration of 5 min granularity in the dispatch. Table 5.1. EIM benefit with no congestion impacts Actual Deviation/ EIM redispatch MW Price ($/MWh) EIM dispatch cost ($) EIM transfer cost ($) Counterfactual dispatch cost ($) Load Generation Import EIM benefit calculated without considering congestion ($) To better understand the root cause of the negative benefit, we break the cause into two components: infeasible BS and infeasible CF: • Infeasible BS: CONFIDENTIAL Page 43 of 48 CONFIDENTIAL and PROPRIETARY Property of Power Settlements Consulting and Software, LLC Do Not Distribute this Document Page 16 In the EIM dispatch, the imported $120 transfer replaced 100 MW of $20 internal generation, and produced an extra cost of 100*($120-$20) = $10,000. This extra cost is caused by infeasible BS. Therefore, this congestion management cost should also incur to the CF dispatch, to reflect the need to perform the same congestion management dispatch as in the EIM. That is, in the example, $10,000 needs to be added to the CF cost term. • Infeasible CF: The CF dispatch should recognize the economic $20 generation will cause transmission congestion, therefore cannot be dispatched. o For increased net load, the CF can only dispatch up supply offers with a bid price >= the transfer price; o For decreased net load, it can only dispatch down supply offers with a bid price <= the transfer price. In the example, the CF can only dispatch resources that bid above $120 to meet the 10 MW net load. It’s assumed that the next supply in the offer stack costs $125/MWh. Table 5.2. EIM benefit considering congestion impacts Actual Deviation/ EIM redispatch MW Price ($/MWh) Supply Price >= Transfer price($/MWh) EIM dispatch cost ($) EIM transfer cost ($) Counterfactual dispatch cost ($) Load Generation Import EIM benefit considering congestion ($) 5.2 CF Dispatch Cost Calculation Logic Considering Congestion Impacts If significant congestion is detected, the below logic will be triggered to ensure congestion impacts to be considered in the CF study. The situation is indicated by the LMP difference between the BAA’s ELAP and DGAP greater than a tolerance setting. Currently, the tolerance is set to $5/MWh in CAISO calculation. If LMP_ELAP - LMP_DGAP > 5 then CONFIDENTIAL Page 44 of 48 CONFIDENTIAL and PROPRIETARY Property of Power Settlements Consulting and Software, LLC Do Not Distribute this Document Page 17 CF dispatch cost = Infeasible BS cost + Infeasible CF cost Else CF dispatch cost is calculated based on the logic described in section 3.2.2. End if Detailed logic to calculate Infeasible BS cost and Infeasible CF cost is: For any RTD interval, if (total net RTD transfer is import) and (Total RTD redispatch MW of PRs < Total BS of PRs ) (i.e., RTD dispatches down PRs) and exists(bid segment, RTD import price > bid price of EIM dispatched bid segment) then (i.e., import expensive MW to replace cheaper internal resources) Infeasible BS cost = if net load imbalance > 0 , then [sum(BAA, Import MW*RTD import price) - Sum(bid segment, RTD dispatch down segment MW* segment bid price)]/12 else (i.e., net load imbalance < 0 ) [sum(BAA, Import MW*RTD import price) - Sum(bid segment, RTD dispatch down segment MW for BS infeasibility* segment bid price)]/12 endif Note: 1. For Infeasible BS cost calculation, only consider PRs. 2. Here BAA represents BAAs transfer with the studied BAA. Import MW should be positive. 3. For RTD import price, please refer to section 3.3 RTD transfer price calculation. 4. For a unit, RTD dispatch down MW = RTD dispatch MW – BS MW CONFIDENTIAL Page 45 of 48 CONFIDENTIAL and PROPRIETARY Property of Power Settlements Consulting and Software, LLC Do Not Distribute this Document Page 18 5. RTD dispatch down segment MW for BS infeasibility is RTD dispatch down segment MW capped by net transfer MW. Infeasible CF cost = if net load imbalance > 0 , then [sum(available bid segment| bid price >= max(BAA, RTD import price), CF dispatch segment MW* segment bid price)]/12 else (i.e., net load imbalance < 0 ) [sum(available bid segment | bid price <= min(BAA, RTD import price), CF dispatch segment MW* segment bid price)]/12 end if End if Note: 1. For Infeasible CF cost calculation, PRs should be included. 2. Here BAA represents BAAs transfer with the studied BAA. 3. For RT import price, please refer to section 3.3 RT transfer price calculation. 5.3 Examples of CF Cost Components Considering Congestion Examples are constructed in this section to show how to implement the detailed logic described in the previous section. • Scenario 1: Positive net load imbalance Table 5.3. Scenario 1: Positive net load imbalance Load Generation Import CONFIDENTIAL Page 46 of 48 CONFIDENTIAL and PROPRIETARY Property of Power Settlements Consulting and Software, LLC Do Not Distribute this Document Page 19 Table 5.4. Scenario 1: Bid segment dispatched down by EIM for BS infeasibility (Total = - 100MW) Infeasible BS cost = [sum(BAA, ImportMW*RTD import price) - Sum(bid segment, RTD dispatch down segment MW* segment bid price)]/12 = [50*130+70*120 – (40*70 + 30*60 +30*20)]/12 = 808.33 Table 5.5. Scenario 1: Bid segments available for CF dispatch up Infeasible CF cost = [sum(available bid segment| bid price >= max(BAA, RTD import price), CF dispatch segment MW* segment bid price)]/12 = [10*130]/12 = 108.33 CF dispatch cost = Infeasible BS cost+ Infeasible CF cost = $916.66 • Scenario 2: Negative net load imbalance Table 5.6. Scenario 2: Negative net load imbalance Load Generation Import CONFIDENTIAL Page 47 of 48 CONFIDENTIAL and PROPRIETARY Property of Power Settlements Consulting and Software, LLC Do Not Distribute this Document Page 20 Table 5.7. Scenario 2: Bid segment dispatched down by EIM for BS infeasibility (Total = - 90MW) Infeasible BS cost = [sum(BAA, Import MW*RTD import price) - Sum(bid segment, RTD dispatch down segment MW for BS infeasibility* segment bid price)]/12 = [30*130+70*120 – (40*70 + 30*60 +20*20)]/12 = 608.33 Table 5.8. Scenario 2: Bid segments available for CF dispatch down Infeasible CF cost = [sum(available bid segment | bid price <= min(BAA, RTD import price), CF dispatch segment MW* segment bid price)]/12 = [5*120+5*80]/12 = 83.33 CF dispatch cost = Infeasible BS cost+ Infeasible CF cost = $691.67 CONFIDENTIAL Page 48 of 48 ATTACHMENT E ENERGY IMBALANCE MARKET CAISO 2022-2023 QUARTERLY BENEFIT REPORTS Attachment E Page 1 of 178 WESTERN EIM BENEFITS REPORT First Quarter 2022 Prepared by: Market Analysis and Forecasting April 21, 2022 Attachment E Page 2 of 178 CONTENTS EXECUTIVE SUMMARY ........................................................................................................... 3 BACKGROUND ......................................................................................................................... 4 WESTERN EIM ECONOMIC BENEFITS IN Q1 2022 ................................................................ 4 CUMULATIVE ECONOMIC BENEFITS SINCE INCEPTION ................................................................... 5 INTER-REGIONAL TRANSFERS ............................................................................................................. 6 WHEEL THROUGH TRANSFERS .......................................................................................................... 16 REDUCED RENEWABLE CURTAILMENT AND GHG REDUCTIONS ....................................22 FLEXIBLE RAMPING PROCUREMENT DIVERSITY SAVINGS ..............................................24 CONCLUSION ..........................................................................................................................28 APPENDIX 1: GLOSSARY OF ABBREVIATIONS...................................................................29 Attachment E Page 3 of 178 EXECUTIVE SUMMARY This report presents the benefits associated with participation in the Western Energy Imbalance Market (EIM). The measured benefits of participation in the Western EIM include cost savings, increased integration of renewable energy, and improved operational efficiencies including the reduction of the need for real-time flexible reserves. This analysis demonstrates the benefit of economic dispatch in the real time market across a larger EIM footprint with more diverse resources and geography. Q1 2022 Gross Benefits by Participant (millions $) Avista $1.95 Arizona Public Service $7.41 BANC $18.58 California ISO $63.56 Idaho Power $6.29 LADWP $10.35 NorthWestern Energy $4.41 NV Energy $5.53 PacifiCorp $26.40 PNM $8.59 Portland General Electric $3.31 Powerex $3.85 Puget Sound Energy $1.54 Salt River Project $3.60 Seattle City Light $5.50 TID $1.29 TPWR $0.15 Total $172.31 Gross benefits from EIM since November 2014 $2.10 billion ECONOMICAL $172.31 M Gross benefits realized due to more efficient inter-and intra-regional dispatch in the Fifteen-Minute Market (FMM) and Real-Time Dispatch (RTD)* ENVIRONMENTAL 40,304 Metric tons of CO2** avoided curtailments OPERATIONAL 54% Average reduction in flexibility reserves across the footprint 2022 Q1 BENEFITS Attachment E Page 4 of 178 *EIM Quarterly Benefit Report Methodology: https://www.westerneim.com/Documents/EIM-BenefitMethodology.pdf. **The GHG emission reduction reported is associated with the avoided curtailment only. The current market process and counterfactual methodology cannot differentiate the GHG emissions resulting from serving ISO load via the EIM versus dispatch that would have occurred external to the ISO without the EIM. For more details, see http://www.caiso.com/Documents/GreenhouseGasEmissionsTrackingReport-FrequentlyAskedQuestions.pdf BACKGROUND The Western EIM began financially binding operation on November 1, 2014 by optimizing resources across the ISO and PacifiCorp Balancing Authority Areas (BAAs). NV Energy began participating in December 2015, Arizona Public Service and Puget Sound Energy began participating in October 2016, and Portland General Electric began participating in October 2017. Idaho Power and Powerex began participating in April 2018, and the Balancing Authority of Northern California (BANC) began participating in April 2019. Seattle City Light and Salt River Project began participating in April 2020. In 2021, new balancing authorities began participating in the Western EIM, with the Turlock Irrigation District (TID) in March 2021, the second phase of BANC in March 2021, and the Los Angeles Department of Water and Power (LADWP) and Public Service Company of New Mexico (PNM) in April 2021, followed by NorthWestern Energy (NWMT) starting in June 2021. Avista Utilities (AVA) and Tacoma Power (TPWR), two utilities serving a combined 600,000 electric customers in the Pacific Northwest, became the newest members of the Western EIM, with both beginning their participation on March 2, 2022. The Western EIM footprint now includes portions of Arizona, California, Idaho, Montana, Nevada, New Mexico, Oregon, Utah, Washington, Wyoming, and extends to the border with Canada. WESTERN EIM ECONOMIC BENEFITS IN Q1 2022 Table 1 shows the estimated EIM gross benefits by each region per month1. The monthly savings presented show $51.55 million for January, $54.31 million for February, and $66.45 million for March with a total estimated benefit of $172.31 million for this quarter2. This level of EIM benefits accrued from having additional EIM areas participating in the market and economical transfers displacing more expensive generation. 1 The EIM benefits reported here are calculated based on available data. Intervals without complete data are excluded in the calculation. The intervals excluded due to unavailable data are normally within a few percent points of the total intervals. 2 For several quarterly estimates, CAISO benefits have been calculated on a variation of the counterfactual methodology. For CAISO only the logic has considered offline resources as part of the bid stack in the counterfactual. In Q4 2021, CAISO has identified some questionable results that drove persistent negative benefits for CAISO when considering offline resources. Consequently this logic has been not used for Q4 CAISO benefits in the meantime CAISO further asses this logic component. With this approach the counterfactual calculation for CAISO follows the same methodology applicable to all EIM entities. Attachment E Page 5 of 178 Region January February March Total AVA $1.95 $1.95 APS $2.85 $2.04 $2.52 $7.41 BANC $5.04 $3.83 $9.71 $18.58 CISO $15.03 $19.66 $28.87 $63.56 IPCO $2.66 $2.34 $1.29 $6.29 LADWP $2.81 $4.25 $3.29 $10.35 NVE $1.36 $1.61 $1.44 $4.41 NWMT $1.91 $1.73 $1.89 $5.53 PAC $10.36 $9.82 $6.22 $26.40 PGE $2.67 $3.23 $2.69 $8.59 PNM $1.51 $0.97 $0.83 $3.31 PSE $1.68 $0.97 $1.20 $3.85 PWRX $0.15 $0.56 $0.83 $1.54 SCL $1.55 $1.06 $0.99 $3.60 SRP $1.63 $1.88 $1.99 $5.50 TID $0.34 $0.36 $0.59 $1.29 TPWR $0.15 $0.15 Total $51.55 $54.31 $66.45 $172.31 TABLE 1: Q1 2022 benefits in millions USD CUMULATIVE ECONOMIC BENEFITS SINCE INCEPTION Since the start of the EIM in November 2014, the cumulative economic benefits of the market have totaled $2.10 billion. The quarterly benefits have grown over time as a result of the participation of new BAAs, which results in benefits for both the individual BAA but also compounds the benefits to adjacent BAAs through additional transfers. The ISO began publishing quarterly EIM benefit reports in April 2015.3 Graph 1 illustrates the gross economic benefits of the EIM by quarter for each participating BAA. 3 Prior reports are available at https://www.westerneim.com/Pages/About/QuarterlyBenefits.aspx Attachment E Page 6 of 178 GRAPH 1: Cumulative economic benefits for each quarter by BAA INTER-REGIONAL TRANSFERS A significant contributor to EIM benefits is transfers across balancing areas, providing access to lower cost supply, while factoring in the cost of compliance with greenhouse gas (GHG) emissions regulations when energy is transferred into the ISO. As such, the transfer volumes are a good indicator of a portion of the benefits attributed to the EIM. Transfers can take place in both the 15-Minute Market and Real-Time Dispatch (RTD). Generally, transfer limits are based on transmission and interchange rights that participating balancing authority areas make available to the EIM, with the exception of the PacifiCorp West (PACW) -ISO transfer limit and the Portland General Electric (PGE) -ISO transfer limit in RTD. These RTD transfer capacities between PACW/PGE and the ISO are determined based on the allocated dynamic transfer capability driven by system operating conditions. This report does not quantify a BAA’s opportunity cost that the utility considered when using its transfer rights for the EIM. Table 2 provides the 15-minute and 5-minute EIM transfer volumes with base schedule transfers excluded. The EIM entities submit inter-BAA transfers in their base schedules. The benefits quantified in this report are only attributable to the transfers that occurred through the EIM. The benefits do not include any transfers attributed to transfers submitted in the base schedules that are scheduled prior to the start of the EIM. The transfer from BAA_x to BAA_y and the transfer from BAA_y to BAA_x are separately reported. For example, if there is a 100 Megawatt-Hour (MWh) transfer during a 5-minute interval, in addition to a base transfer from ISO to NVE, it will be reported as 100 MWh from_BAA ISO to_BAA NEVP, and 0 MWh from_BAA NEVP to_BAA ISO in the opposite Attachment E Page 7 of 178 direction. The 15-minute transfer volume is the result of optimization in the 15-minute market using all bids and base schedules submitted into the EIM. The 5-minute transfer volume is the result of optimization using all bids and base schedules submitted into EIM, based on unit commitments determined in the 15-minute market optimization. The maximum transfer capacities between EIM entities are shown in Graph 2 below. Month From BAA To BAA 15min EIM transfer (15m – base) 5min EIM transfer (5m – base) AZPS CISO 118,743 72,202 January AZPS LADWP 17,593 19,952 AZPS NEVP 5,240 5,947 AZPS PACE 18,980 38,259 AZPS PNM 39,390 38,395 AZPS SRP 26,147 24,154 BANC CISO 6,501 2,743 BANC TIDC 22 88 CISO AZPS 35,068 51,172 CISO BANC 87,894 123,607 CISO LADWP 32,845 41,818 CISO NEVP 57,698 75,616 CISO PACW 11,572 38,255 CISO PGE 15,777 32,445 CISO PWRX 32,316 45,374 CISO SRP 38,033 52,578 CISO TIDC 9,917 13,188 IPCO NEVP 35,809 14,639 IPCO NWMT 2,198 2,108 IPCO PACE 6,504 2,754 IPCO PACW 24,319 20,997 IPCO PSEI 0 0 IPCO SCL 2,955 3,196 Attachment E Page 8 of 178 LADWP AZPS 2,499 2,983 LADWP CISO 110,255 66,932 LADWP NEVP 7,764 13,365 LADWP PACE 9,819 13,274 NEVP AZPS 603 697 NEVP CISO 82,891 34,904 NEVP IPCO 88,744 109,290 NEVP LADWP 11,639 11,550 NEVP PACE 14,381 17,254 NWMT IPCO 10,483 10,886 NWMT PACE 6,560 3,857 NWMT PACW 39 49 NWMT PGE 2 48 NWMT PSEI 4 44 PACE AZPS 66,803 54,583 PACE IPCO 84,861 99,770 PACE LADWP 101,746 79,610 PACE NEVP 85,711 73,798 PACE NWMT 16,441 22,356 January PACE PACW 12,168 17,532 PACE SRP 0 0 PACW CISO 43,940 68,282 PACW IPCO 39,803 36,397 PACW NWMT 0 2 PACW PGE 31,998 26,535 PACW PSEI 16,214 20,511 PACW SCL 843 808 PGE CISO 32,750 27,570 Attachment E Page 9 of 178 PGE NWMT 126 70 PGE PACW 34,210 37,935 PGE PSEI 0 0 PGE SCL 1,151 1,090 PNM AZPS 19,222 18,520 PNM SRP 312 360 PSEI IPCO 0 0 PSEI NWMT 5 42 PSEI PACW 47,747 50,679 PSEI PGE 0 0 PSEI PWRX 13,773 15,743 PSEI SCL 21,217 24,309 PWRX CISO 0 0 PWRX PSEI 12,946 11,866 SCL IPCO 11,803 11,429 SCL PACW 1,294 1,499 SCL PGE 1,580 1,780 SCL PSEI 18,800 13,864 SRP AZPS 33,808 27,442 SRP CISO 48,933 41,814 SRP PACE 0 0 SRP PNM 1,661 2,127 TIDC BANC 15 88 TIDC CISO 10,199 5,785 February AZPS CISO 64,740 33,432 AZPS LADWP 12,726 11,670 AZPS NEVP 2,979 6,546 AZPS PACE 36,868 37,003 Attachment E Page 10 of 178 AZPS PNM 33,789 36,984 AZPS SRP 20,211 13,646 BANC CISO 5,393 2,879 BANC TIDC 75 153 CISO AZPS 91,629 90,842 CISO BANC 90,169 114,869 CISO LADWP 93,651 111,393 CISO NEVP 98,608 114,495 CISO PACW 8,025 25,307 CISO PGE 19,898 30,506 CISO PWRX 50,574 63,110 CISO SRP 55,299 66,382 CISO TIDC 6,634 8,786 IPCO NEVP 33,090 17,165 IPCO NWMT 3,549 3,519 IPCO PACE 8,691 4,326 IPCO PACW 13,523 15,421 IPCO PSEI 0 0 IPCO SCL 3,639 4,237 LADWP AZPS 1,401 1,956 LADWP CISO 44,004 27,577 LADWP NEVP 10,989 12,432 LADWP PACE 20,430 21,959 February NEVP AZPS 1,999 2,058 NEVP CISO 64,069 28,650 NEVP IPCO 73,018 86,247 NEVP LADWP 24,884 23,174 NEVP PACE 36,121 34,598 Attachment E Page 11 of 178 NWMT IPCO 8,047 7,862 NWMT PACE 4,896 3,244 NWMT PACW 54 13 NWMT PGE 6 50 NWMT PSEI 8 30 PACE AZPS 64,346 55,733 PACE IPCO 66,977 71,276 PACE LADWP 69,256 59,490 PACE NEVP 50,173 32,607 PACE NWMT 15,196 17,340 PACE PACW 12,210 13,675 PACE SRP 0 0 PACW CISO 44,430 91,933 February PACW IPCO 34,274 32,700 PACW NWMT 0 6 PACW PGE 25,339 21,244 PACW PSEI 27,220 27,962 PACW SCL 1,347 1,199 PGE CISO 46,152 35,837 PGE NWMT 1 49 PGE PACW 32,444 45,060 PGE PSEI 0 0 PGE SCL 1,542 1,557 PNM AZPS 24,075 20,191 PNM SRP 5,260 4,259 PSEI IPCO 0 0 PSEI NWMT 1 29 PSEI PACW 29,025 32,855 Attachment E Page 12 of 178 PSEI PGE 0 0 PSEI PWRX 14,595 15,700 PSEI SCL 30,478 30,119 PWRX CISO 0 0 PWRX PSEI 11,200 11,315 SCL IPCO 12,239 11,581 SCL PACW 685 907 SCL PGE 940 1,033 SCL PSEI 6,165 6,049 SRP AZPS 13,542 19,966 SRP CISO 54,897 40,795 SRP PACE 0 0 SRP PNM 1,072 2,058 TIDC BANC 3,513 2,603 TIDC CISO 8,730 5,714 March AVA CISO 36 35 AVA IPCO 41,079 30,694 AVA NWMT 20,262 13,976 AVA PACW 492 934 AVA PGE 0 62 AVA PSEI 2 42 AVA SCL 4 2 AZPS CISO 118,636 60,827 AZPS LADWP 13,543 12,957 AZPS NEVP 3,359 4,346 AZPS PACE 70,436 94,386 AZPS PNM 36,302 40,678 AZPS SRP 31,055 26,305 Attachment E Page 13 of 178 BANC CISO 9,468 4,768 BANC TIDC 145 157 CISO AVA 0 0 CISO AZPS 128,838 147,868 CISO BANC 135,926 151,421 CISO LADWP 91,221 113,805 CISO NEVP 155,740 190,858 CISO PACW 10,484 44,930 CISO PGE 23,431 49,823 CISO PWRX 70,105 87,960 CISO SRP 71,743 82,831 CISO TIDC 8,870 11,526 IPCO AVA 6,766 11,113 IPCO NEVP 40,989 22,055 IPCO NWMT 3,196 4,284 IPCO PACE 43,574 20,184 IPCO PACW 14,394 22,587 IPCO PSEI 0 0 IPCO SCL 3,515 5,295 LADWP AZPS 1,597 2,993 LADWP CISO 35,241 24,140 LADWP NEVP 3,317 4,833 LADWP PACE 7,525 8,585 NEVP AZPS 800 1,131 March NEVP CISO 127,997 56,105 NEVP IPCO 38,306 59,337 NEVP LADWP 51,570 45,547 NEVP PACE 84,835 110,488 Attachment E Page 14 of 178 NWMT AVA 18,172 27,943 NWMT IPCO 6,996 7,745 NWMT PACE 17,012 10,016 NWMT PACW 32 16 NWMT PGE 62 85 NWMT PSEI 4 37 March PACE AZPS 117,183 84,121 PACE IPCO 75,351 90,801 PACE LADWP 26,324 22,494 PACE NEVP 102,187 55,974 PACE NWMT 22,459 33,316 PACE PACW 28,363 37,696 PACE SRP 0 0 PACW AVA 10,199 10,169 PACW CISO 37,888 79,115 PACW IPCO 43,457 35,531 PACW NWMT 0 3 PACW PGE 37,555 31,476 PACW PSEI 27,452 41,994 PACW SCL 1,013 1,029 PGE AVA 0 63 PGE CISO 24,281 19,273 PGE NWMT 48 48 PGE PACW 28,165 32,661 PGE PSEI 0 0 PGE SCL 1,172 1,322 PGE TPWR 32 60 PNM AZPS 22,036 21,389 Attachment E Page 15 of 178 TABLE 2: Energy transfers (MWh) in the FMM and RTD markets for Q1 2022 PNM SRP 4,832 2,788 PSEI AVA 0 41 PSEI IPCO 0 0 PSEI NWMT 5 37 PSEI PACW 32,839 33,619 PSEI PGE 0 0 PSEI PWRX 18,220 20,675 PSEI SCL 20,542 18,715 PSEI TPWR 4,539 5,345 PWRX CISO 0 0 PWRX PSEI 9,950 8,828 SCL AVA 13 10 SCL IPCO 12,814 10,554 SCL PACW 885 1,101 SCL PGE 1,480 1,364 SCL PSEI 11,788 15,118 SRP AZPS 4,890 8,533 SRP CISO 36,340 23,202 SRP PACE 0 0 SRP PNM 282 447 TIDC BANC 4,112 2,716 TIDC CISO 8,868 4,532 TPWR PGE 1 31 TPWR PSEI 6,687 6,442 Attachment E Page 16 of 178 GRAPH 2: Estimated maximum transfer capacity (EIM entities operating in Q4 2021) WHEEL THROUGH TRANSFERS As the footprint of the Western EIM grows, wheel-through transfers may become more common. In order to derive the wheel-through transfers for each EIM BAA, the ISO uses the following calculation for every real-time interval dispatch: • Total import: summation of transfers above base transfers coming into the EIM BAA under analysis • Total export: summation of all transfers above base transfers going out of the EIM BAA under analysis • Net import: the maximum of zero or the difference between total imports and total exports Attachment E Page 17 of 178 • Net export: the maximum of zero or the difference between total exports and total imports • Wheel through: the minimum of the EIM transfers into (total import) or EIM transfer out (total export) of a BAA for a given interval All wheel-through transfers are summed over both the month and the quarter. Currently, an EIM entity facilitating a wheel through receives no direct financial benefit for facilitating the wheel; only the sink and source directly benefit. As part of the Western EIM Consolidated Initiatives stakeholder process, the ISO committed to monitoring the wheel through volumes to assess whether, after the addition of new EIM entities, there is a potential future need to pursue a market solution to address the equitable sharing of wheeling benefits. The ISO will continue to track the volume of wheel-through transfers in the EIM market in the quarterly reports. This volume reflects the total wheel-through transfers for each EIM BAA, regardless of the potential paths used to wheel through. The net imports and exports estimated in this section reflect the overall volume of net imports and exports; in contrast, the imports and exports provided in Table 2 reflect the gross transfers between two EIM BAAs. The metric is measured as energy in MWh for each month and the corresponding calendar quarter, as shown in Tables 3 through 6 and Graphs 3 through 6. BAA Net Export Net Import Wheel Through AVA 43,306 46,901 2,440 AZPS 166,484 200,973 411,205 BANC 10,493 395,010 295 CISO 1,638,892 517,173 341,873 IPCO 63,929 602,149 109,952 LADWP 70,422 422,855 130,606 NEVP 156,110 179,757 464,919 NWMT 40,301 65,558 31,625 PACE 723,253 224,613 198,918 PACW 219,342 162,824 310,904 PGE 143,166 137,055 59,428 Attachment E Page 18 of 178 PNM 67,062 120,243 446 PSEI 149,085 65,281 98,823 PWRX 17,740 234,291 14,270 SCL 54,694 71,285 21,596 SRP 161,794 268,713 4,590 TIDC 21,091 33,551 347 TPWR 6,412 5,343 62 TABLE 3: Estimated wheel-through transfers in Q1 2022 GRAPH 3: Estimated wheel-through transfers in Q4 2021 BAA Net Export Net Import Wheel-Through AZPS 80,872 37,360 118,037 BANC 2,744 123,608 87 CISO 347,913 194,094 126,139 IPCO 17,171 241,249 26,523 Attachment E Page 19 of 178 LADWP 36,061 92,437 60,493 NEVP 50,033 59,702 123,661 NWMT 14,045 23,739 838 PACE 307,611 36,519 40,037 PACW 56,453 69,703 97,242 PGE 47,549 41,692 19,117 PNM 18,774 40,416 106 PSEI 61,849 17,362 28,924 PWRX 6,539 55,790 5,327 SCL 21,816 22,648 6,757 SRP 70,183 75,893 1,199 TIDC 5,788 13,190 86 TABLE 4: Estimated wheel-through transfers in January 2022 GRAPH 4: Estimated wheel-through transfers in January 2022 Attachment E Page 20 of 178 BAA Net Export Net Import Wheel- Through AZPS 34,347 85,813 104,934 BANC 2,935 117,374 98 CISO 517,910 159,037 107,781 IPCO 22,128 187,127 22,540 LADWP 15,884 157,688 48,040 NEVP 45,735 54,254 128,992 NWMT 10,313 20,056 886 PACE 209,609 61,687 40,513 PACW 80,557 37,680 95,559 PGE 62,800 33,131 19,702 PNM 24,331 38,924 119 PSEI 47,616 14,270 31,087 PWRX 7,092 74,587 4,223 SCL 11,669 29,212 7,901 SRP 61,596 83,064 1,223 TIDC 8,218 8,840 99 TABLE 5: Estimated wheel-through transfers in February 2022 Attachment E Page 21 of 178 GRAPH 5: Estimated wheel-through transfers in February 2022 BAA Net Export Net Import Wheel Through AVA 43,306 46,901 2,440 AZPS 51,264 77,801 188,234 BANC 4,815 154,027 110 CISO 773,070 164,043 107,953 IPCO 24,629 173,774 60,889 LADWP 18,477 172,730 22,074 NEVP 60,343 65,802 212,265 NWMT 15,942 21,763 29,901 PACE 206,033 126,407 118,369 PACW 82,333 55,441 118,102 PGE 32,816 62,233 20,610 PNM 23,957 40,904 221 PSEI 39,620 33,649 38,812 Attachment E Page 22 of 178 PWRX 4,108 103,915 4,720 SCL 21,209 19,426 6,938 SRP 30,015 109,757 2,167 TIDC 7,085 11,521 163 TPWR 6,412 5,343 62 TABLE 6: Estimated wheel-through transfers in March 2022 GRAPH 6: Estimated wheel-through transfers in March 2022 REDUCED RENEWABLE CURTAILMENT AND GHG REDUCTIONS The Western EIM benefit calculation includes the economic benefits that can be attributed to avoided renewable curtailment within the ISO footprint. If not for energy transfers facilitated by the EIM, some renewable generation located within the ISO would have been curtailed via either economic or exceptional dispatch. The total avoided renewable curtailment volume in MWh for Q1 2022 was calculated to be 18,160 MWh (January) + 29,740 MWh (February) + 46,268 MWh (March) = 94,168 MWh total. There are environmental benefits of avoided renewable curtailment as well. Under the assumption that avoided renewable curtailments displace production from other resources at a default emission rate of 0.428 metric tons CO2/MWh, avoided curtailments displaced an Attachment E Page 23 of 178 estimated 40,304 metric tons of CO2 for Q1 2022. Avoided renewable curtailments also may have contributed to an increased volume of renewable credits that would otherwise have been unavailable. This report does not quantify the additional value in dollars associated with this benefit. Total estimated reductions in the curtailment of renewable energy in the ISO footprint, along with the associated reductions in CO2, are shown in Table 7. Year Quarter MWh Eq. Tons CO2 1 8,860 3,792 2015 2 3,629 1,553 3 828 354 4 17,765 7,521 1 112,948 48,342 2016 2 158,806 67,969 3 33,094 14,164 4 23,390 10,011 1 52,651 22,535 2017 2 67,055 28,700 3 23,331 9,986 4 18,060 7,730 1 65,860 28,188 2018 2 129,128 55,267 3 19,032 8,146 4 23,425 10,026 1 52,254 22,365 2019 2 132,937 56,897 3 33,843 14,485 4 35,254 15,089 1 86,740 37,125 2020 2 147,514 63,136 3 37,548 16,071 4 39,956 17,101 2021 1 76,147 32,591 2 109,059 46,677 Attachment E Page 24 of 178 3 23,042 9,862 4 38,044 16,283 2022 1 94,168 40,304 Total 1,664,368 712,270 TABLE 7: Total reduction in curtailment of renewable energy and associated reductions in CO2 FLEXIBLE RAMPING PROCUREMENT DIVERSITY SAVINGS The Western EIM facilitates procurement of flexible ramping capacity in the FMM to address variability that may occur in the RTD. Because variability across different BAAs may happen in opposite directions, the flexible ramping requirement for the entire EIM footprint can be less than the sum of individual BAA’s requirements. This difference is known as flexible ramping procurement diversity savings. Starting in 2016, the ISO replaced the flexible ramping constraint with flexible ramping products that provide both upward and downward ramping. The minimum and maximum flexible ramping requirements for each BAA and for each direction are listed in Table 8. Month BAA Direction Minimum requirement Maximum requirement AZPS up 21 251 January BANC up 8 120 CISO up 209 2,437 IPCO up 30 140 LADWP up 38 295 NEVP up 17 328 NWMT up 26 156 PACE up 146 612 PACW up 57 222 PGE up 64 212 PNM up 31 148 PSEI up 51 192 PWRX up 82 366 SCL up 7 45 SRP up 14 151 TIDC up 2 14 Attachment E Page 25 of 178 ALL EIM up 390 2,917 AZPS down 6 278 BANC down 5 85 CISO down 57 1,577 IPCO down 43 184 LADWP down 28 272 NEVP down 14 328 NWMT down 39 159 PACE down 120 484 PACW down 43 232 PGE down 23 217 PNM down 41 161 January PSEI down 35 200 PWRX down 72 339 SCL down 4 49 SRP down 16 207 TIDC down 0 16 ALL EIM down 221 2,021 AZPS up 19 261 February BANC up 9 120 CISO up 257 2,226 IPCO up 39 150 LADWP up 44 295 NEVP up 23 337 NWMT up 43 129 PACE up 112 463 PACW up 48 222 PGE up 43 212 PNM up 43 143 PSEI up 38 187 PWRX up 68 259 Attachment E Page 26 of 178 SCL up 8 44 SRP up 24 151 TIDC up 2 14 ALL EIM up 464 2,661 AZPS down 22 254 BANC down 5 81 CISO down 54 1,577 February IPCO down 49 203 LADWP down 51 272 NEVP down 12 355 NWMT down 35 159 PACE down 124 484 PACW down 38 232 PGE down 34 230 PNM down 36 150 PSEI down 26 156 PWRX down 93 339 SCL down 5 49 SRP down 22 170 TIDC down 1 17 ALL EIM down 284 2,021 March AVA up 17 91 AZPS up 32 286 BANC up 7 113 CISO up 281 2,120 IPCO up 34 159 LADWP up 37 315 NEVP up 26 337 NWMT up 26 115 PACE up 111 495 PACW up 47 222 Attachment E Page 27 of 178 March PGE up 33 177 PNM up 28 177 PSEI up 43 162 PWRX up 67 319 SCL up 5 45 SRP up 24 169 TIDC up 2 14 TPWR up 3 29 ALL EIM up 459 2,710 AVA down 19 87 AZPS down 22 229 BANC down 5 88 CISO down 110 1,623 IPCO down 35 223 LADWP down 50 279 NEVP down 15 395 NWMT down 33 161 PACE down 142 470 PACW down 53 179 PGE down 40 219 PNM down 36 150 PSEI down 27 174 PWRX down 93 314 SCL down 4 49 SRP down 20 175 TIDC down 0 19 TPWR down 4 34 ALL EIM down 283 2,122 Table 8: Flexible ramping requirements Attachment E Page 28 of 178 The flexible ramping procurement diversity savings for all the intervals averaged over the month are shown in Table 9. The percentage savings is the average MW savings divided by the sum of the individual BAA requirements. January February March Direction Up Down Up Down Up Down Average MW saving 1,247 1,229 1,236 1,246 1,317 1,350 Sum of BAA requirements 2,487 2,148 2,364 2,217 2,488 2,370 Percentage savings 50% 57% 52% 56% 53% 57% Table 9: Flexible ramping procurement diversity savings in Q1 2022 Flexible ramping capacity may be used in RTD to handle uncertainties in the future interval. The RTD flexible ramping capacity is prorated to each BAA. Flexible ramping surplus MW is defined as the awarded flexible ramping capacity in RTD minus its share, and the flexible ramping surplus cost is defined as the flexible ramping surplus MW multiplied by the flexible ramping EIM-wide marginal price. A positive flexible ramping surplus MW is the capacity that a BAA provided to help other BAAs, and a negative flexible ramping surplus MW is the capacity that a BAA received from other BAAs. The EIM dispatch cost for a BAA with positive flexible ramping surplus MW is increased because some capacities are used to help other BAAs. The flexible ramping surplus cost is subtracted from the BAA’s EIM dispatch cost to reflect the true dispatch cost of a BAA. Please see the Benefit Report Methodology for more details. CONCLUSION Using state-of-the-art technology to find and deliver low-cost energy to meet real-time demand, the Western EIM demonstrates that utilities can realize financial and operational benefits through increased coordination and optimization. In addition to these benefits, the Western EIM provides significant environmental benefits through the reduction of renewable curtailments during periods of oversupply. Sharing resources across a larger geographic area reduces greenhouse gas emissions by using renewable generation that otherwise would have been turned off. The quantified environmental benefits from avoided curtailments of renewable generation from 2015 to-date reached 712,270 metric tons of CO2, roughly the equivalent of avoiding the emissions from 149,752 passenger cars driven for one year. Attachment E Page 29 of 178 APPENDIX 1: GLOSSARY OF ABBREVIATIONS Abbreviation Description APS Arizona Public Service BAA Balancing Authority Area BANC Balancing Authority of Northern California CISO, ISO California ISO EIM Energy Imbalance Market FMM Fifteen Minute Market GHG Greenhouse Gas IPCO Idaho Power MW Megawatt MWh Megawatt-Hour NVE NV Energy PAC PacifiCorp PACE PacifiCorp East PACW PacifiCorp West PGE Portland General Electric PSE Puget Sound Energy PWRX Powerex RTD Real Time Dispatch SCL Seattle City Light SRP Salt River Project TID Turlock Irrigation District Attachment E Page 30 of 178 Western Energy Imbalance Market Benefits Second Quarter 2022 July 29, 2022 Attachment E Page 31 of 178 CONTENTS EXECUTIVE SUMMARY ........................................................................................................... 3 BACKGROUND ......................................................................................................................... 4 WEIM ECONOMIC BENEFITS IN Q2 2022 ............................................................................... 4 CUMULATIVE ECONOMIC BENEFITS SINCE INCEPTION ................................................................... 5 INTER-REGIONAL TRANSFERS ............................................................................................................. 6 WHEEL-THROUGH TRANSFERS ......................................................................................................... 21 REDUCED RENEWABLE CURTAILMENT AND GHG REDUCTIONS ....................................28 FLEXIBLE RAMPING PROCUREMENT DIVERSITY SAVINGS ..............................................29 CONCLUSION ..........................................................................................................................34 APPENDIX 1: GLOSSARY OF ABBREVIATIONS...................................................................36 Attachment E Page 32 of 178 EXECUTIVE SUMMARY This report presents the benefits associated with participation in the Western Energy Imbalance Market (WEIM). The measured benefits of participation in the WEIM include cost savings, increased integration of renewable energy, and improved operational efficiencies including the reduction of the need for real-time flexible reserves. This analysis demonstrates the benefit of economic dispatch in the real time market across a larger WEIM footprint with diverse resources and geography. Q2 2022 Gross Benefits by Participant (millions $) Arizona Public Service $10.14 Avista $5.16 BANC $68.09 BPA $4.36 California ISO $71.75 Idaho Power $8.44 LADWP $13.78 NV Energy $8.63 NorthWestern Energy $5.90 PacifiCorp $35.21 Portland General Electric $11.92 PNM $3.10 Puget Sound Energy $4.90 Powerex $4.66 Seattle City Light $2.90 Salt River Project $21.26 Tacoma Power $1.55 TEP $2.84 TID $2.85 Total $287.44 Gross benefits from WEIM since November 2014 $2.39 billion ECONOMICAL $287.44 M Gross benefits realized due to more efficient inter-and intra-regional dispatch in the Fifteen-Minute Market (FMM) and Real-Time Dispatch (RTD)* ENVIRONMENTAL 50,655 Metric tons of CO2** avoided curtailments OPERATIONAL 54% Average reduction in flexibility reserves across the footprint 2022 Q2 BENEFITS Attachment E Page 33 of 178 *WEIM Quarterly Benefit Report Methodology: https://www.westerneim.com/Documents/EIM-BenefitMethodology.pdf. **The GHG emission reduction reported is associated with the avoided curtailment only. The current market process and counterfactual methodology cannot differentiate the GHG emissions resulting from serving ISO load via the EIM versus dispatch that would have occurred external to the ISO without the WEIM. For more details, see http://www.caiso.com/Documents/GreenhouseGasEmissionsTrackingReport-FrequentlyAskedQuestions.pdf BACKGROUND The Western EIM began financially binding operation on November 1, 2014 by optimizing resources across the ISO and PacifiCorp Balancing Authority Areas (BAAs). NV Energy began participating in December 2015, Arizona Public Service and Puget Sound Energy began participating in October 2016, and Portland General Electric began participating in October 2017. Idaho Power and Powerex began participating in April 2018, and the Balancing Authority of Northern California (BANC) began participating in April 2019. Seattle City Light and Salt River Project began participating in April 2020. In 2021, new balancing authorities began participating in the Western EIM, with the Turlock Irrigation District (TID) in March 2021, the second phase of BANC in March 2021, and the Los Angeles Department of Water and Power (LADWP) and Public Service Company of New Mexico (PNM) in April 2021, followed by NorthWestern Energy (NWMT) starting in June 2021. Avista Utilities (AVA) and Tacoma Power (TPWR), two utilities serving a combined 600,000 electric customers in the Pacific Northwest, became the newest members of the WEIM, with both beginning their participation on March 2, 2022. On May 3, 2022, the Bonneville Power Administration (BPA) and Tucson Electric Power (TEP) both Joined the WEIM. The Western EIM footprint now includes portions of Arizona, California, Idaho, Montana, Nevada, New Mexico, Oregon, Utah, Washington, Wyoming, and extends to the border with Canada. WEIM ECONOMIC BENEFITS IN Q2 2022 Table 1 shows the estimated WEIM gross benefits by each region per month1. The monthly savings presented show $93.66 million for April, $83.84 million for May, and $109.94 million for June with a total estimated benefit of $287.44 million for this quarter2. This level of WEIM benefits accrued from having additional WEIM areas participating in the market and economical transfers displacing more expensive generation. 1 The WEIM benefits reported here are calculated based on available data. Intervals without complete data are excluded in the calculation. The intervals excluded due to unavailable data are normally within a few percent points of the total intervals. 2 For several quarterly estimates, CAISO benefits were calculated on a variation of the counterfactual methodology. For CAISO only the logic had considered offline resources as part of the bid stack in the counterfactual. In Q4 2021, CAISO identified some questionable results that drove persistent negative benefits for CAISO when considering offline resources. Since Q4 2021, the benefit calculation for CAISO area follows the same methodology applicable to all WEIM entities in which only online resources are used. Attachment E Page 34 of 178 Region April May June Total APS $3.69 $3.83 $2.62 $10.14 AVA $1.98 $1.72 $1.46 $5.16 BANC $4.71 $13.78 $49.60 $68.09 BPA $2.26 $2.10 $4.36 CISO $42.10 $14.56 $15.09 $71.75 IPCO $3.89 $2.78 $1.77 $8.44 LADWP $4.42 $5.30 $4.06 $13.78 NVE $2.49 $2.40 $3.74 $8.63 NWMT $2.50 $2.44 $0.96 $5.90 PAC $13.35 $15.43 $6.43 $35.21 PGE $3.60 $3.43 $4.89 $11.92 PNM $0.07 $1.26 $1.77 $3.10 PSE $1.79 $1.94 $1.17 $4.90 PWRX $0.64 $2.05 $1.97 $4.66 SCL $1.10 $1.00 $0.80 $2.90 SRP $5.95 $7.04 $8.27 $21.26 TPWR $0.40 $0.43 $0.72 $1.55 TEP $1.29 $1.55 $2.84 TID $0.98 $0.90 $0.97 $2.85 Total $93.66 $83.84 $109.94 $287.44 TABLE 1: Q2 2022 benefits in millions USD CUMULATIVE ECONOMIC BENEFITS SINCE INCEPTION Since the start of the WEIM in November 2014, the cumulative economic benefits of the market have totaled $2.39 billion. The quarterly benefits have grown over time as a result of the participation of new BAAs, which results in benefits for both the individual BAA but also compounds the benefits to adjacent BAAs through additional transfers. The ISO began publishing quarterly WEIM benefit reports in April 2015.3 Graph 1 illustrates the gross economic benefits of the WEIM by quarter for each participating BAA. 3 Prior reports are available at https://www.westerneim.com/Pages/About/QuarterlyBenefits.aspx Attachment E Page 35 of 178 GRAPH 1: Cumulative economic benefits for each quarter by BAA INTER-REGIONAL TRANSFERS A significant contributor to EIM benefits is transfers across balancing areas, providing access to lower cost supply, while factoring in the cost of compliance with greenhouse gas (GHG) emissions regulations when energy is transferred into the ISO. As such, the transfer volumes are a good indicator of a portion of the benefits attributed to the WEIM. Transfers can take place in both the 15-Minute Market and Real-Time Dispatch (RTD). Generally, transfer limits are based on transmission and interchange rights that participating balancing authority areas make available to the WEIM, with the exception of the PacifiCorp West (PACW) -ISO transfer limit and the Portland General Electric (PGE) -ISO transfer limit in RTD. These RTD transfer capacities between PACW/PGE and the ISO are determined based on the allocated dynamic transfer capability driven by system operating conditions. This report does not quantify a BAA’s opportunity cost that the utility considered when using its transfer rights for the EIM. Table 2 provides the 15-minute and 5-minute WEIM transfer volumes with base schedule transfers excluded. The WEIM entities submit inter-BAA transfers in their base schedules. The benefits quantified in this report are only attributable to the transfers that occurred through the WEIM. The benefits do not include any transfers attributed to transfers submitted in the base schedules that are scheduled prior to the start of the EIM. The transfer from BAA_x to BAA_y and the transfer from BAA_y to BAA_x are separately reported. For example, if there is a 100 Megawatt-Hour (MWh) transfer during a 5-minute interval, in addition to a base transfer from ISO to NVE, it will be reported as 100 MWh Attachment E Page 36 of 178 from_BAA ISO to_BAA NEVP, and 0 MWh from_BAA NEVP to_BAA ISO in the opposite direction. The 15-minute transfer volume is the result of optimization in the 15-minute market using all bids and base schedules submitted into the WEIM. The 5-minute transfer volume is the result of optimization using all bids and base schedules submitted into WEIM, based on unit commitments determined in the 15-minute market optimization. The maximum transfer capacities between WEIM entities are shown in Graph 2 below. Month From BAA To BAA 15min WEIM transfer (15m – base) 5min WEIM transfer (5m – base) AVA CISO 0 0 April AVA IPCO 20,394 16,524 AVA NWMT 6,205 5,541 AVA PACW 10,480 12,791 AVA PGE 48 62 AVA PSEI 0 1 AVA SCL 2 1 AVA TPWR 2,909 3,389 AZPS CISO 106,535 70,984 AZPS LADWP 6,478 7,404 AZPS NEVP 8,905 16,269 AZPS PACE 31,007 36,001 AZPS PNM 18,144 15,167 AZPS SRP 44,298 47,638 BANC CISO 7,941 3,264 BANC TIDC 30 145 CISO AVA 87 20 CISO AZPS 69,708 73,122 CISO BANC 85,021 100,826 CISO LADWP 76,743 80,241 CISO NEVP 73,631 78,704 CISO PACW 0 8,331 Attachment E Page 37 of 178 CISO PGE 11,468 15,791 CISO PWRX 41,738 50,391 CISO SRP 173,251 176,313 CISO TIDC 11,060 12,811 IPCO AVA 27,722 33,028 IPCO NEVP 45,717 33,915 IPCO NWMT 2,648 3,081 IPCO PACE 19,505 14,309 IPCO PACW 30,365 40,626 IPCO PSEI 0 0 IPCO SCL 9,280 10,695 LADWP AZPS 2,428 3,116 LADWP CISO 92,685 66,908 LADWP NEVP 11,999 16,419 LADWP PACE 34,565 37,081 NEVP AZPS 3,021 3,101 NEVP CISO 75,594 53,435 NEVP IPCO 34,940 45,747 NEVP LADWP 19,953 23,871 NEVP PACE 10,672 12,977 NWMT AVA 21,314 26,256 NWMT IPCO 3,773 4,108 NWMT PACE 8,283 5,869 NWMT PACW 0 4 NWMT PGE 10 29 NWMT PSEI 20 33 NWMT TPWR 3,119 3,684 PACE AZPS 163,693 150,630 Attachment E Page 38 of 178 PACE IPCO 51,491 64,637 PACE LADWP 84,511 69,606 PACE NEVP 23,563 20,808 PACE NWMT 24,092 27,565 PACE PACW 32,675 41,067 PACE SRP 0 0 PACW AVA 8,656 9,452 PACW CISO 60,528 80,218 PACW IPCO 21,181 14,035 PACW NWMT 5 5 PACW PGE 39,297 45,740 PACW PSEI 30,125 32,468 PACW SCL 998 972 PGE AVA 0 61 April PGE CISO 30,727 29,991 PGE NWMT 34 29 PGE PACW 21,307 24,282 PGE PSEI 0 0 PGE SCL 1,067 996 PGE TPWR 2,843 2,905 PNM AZPS 28,441 36,596 PNM SRP 15,061 16,969 PSEI AVA 0 1 PSEI IPCO 0 0 PSEI NWMT 8 33 PSEI PACW 34,478 37,186 PSEI PGE 0 0 PSEI PWRX 5,578 6,972 Attachment E Page 39 of 178 PSEI SCL 12,480 11,398 PSEI TPWR 5,344 5,461 PWRX CISO 0 0 PWRX PSEI 21,825 21,249 SCL AVA 1 1 SCL IPCO 1,474 1,341 SCL PACW 920 1,112 SCL PGE 1,374 1,607 SCL PSEI 12,048 16,353 SRP AZPS 4,575 6,585 SRP CISO 49,283 40,892 SRP PACE 0 0 SRP PNM 1,580 1,225 TIDC BANC 74 148 TIDC CISO 14,826 12,010 TPWR AVA 2,038 1,631 TPWR NWMT 1,796 1,493 TPWR PGE 3,053 3,061 TPWR PSEI 10,632 10,722 May AVA BPAT 4,997 3,193 AVA CISO 321 320 AVA IPCO 12,634 12,924 AVA NWMT 20,196 14,720 AVA PACW 7,459 9,702 AVA PGE 0 27 AVA PSEI 0 0 AVA SCL 8 3 AVA TPWR 1,915 1,951 Attachment E Page 40 of 178 AZPS CISO 56,237 34,273 AZPS LADWP 526 1,364 May AZPS NEVP 1,175 2,596 AZPS PACE 29,605 38,059 AZPS PNM 42,248 34,449 AZPS SRP 94,492 90,578 AZPS TEPC 11,098 11,526 BANC BPAT 1,112 1,264 BANC CISO 7,397 6,010 BANC TIDC 33 76 BPAT AVA 3,264 2,655 BPAT BANC 45 171 BPAT CISO 9,105 13,408 BPAT IPCO 1,277 1,325 BPAT LADWP 1,928 818 BPAT NEVP 389 220 BPAT NWMT 8,458 4,973 BPAT PACW 3,747 1,938 BPAT PGE 15,217 10,544 BPAT PSEI 13,355 15,088 BPAT PWRX 13,404 2,790 BPAT SCL 964 1,242 BPAT TPWR 4,105 4,675 CISO AVA 0 0 CISO AZPS 108,931 119,324 CISO BANC 140,055 144,032 CISO BPAT 5,329 9,780 CISO LADWP 65,629 76,466 Attachment E Page 41 of 178 CISO NEVP 114,631 142,138 May CISO PACW 898 13,245 CISO PGE 13,869 35,171 CISO PWRX 103,222 116,329 CISO SRP 233,061 251,791 CISO TEPC 3,935 3,799 CISO TIDC 16,133 16,403 IPCO AVA 22,176 25,776 IPCO BPAT 4,252 1,603 IPCO NEVP 4,572 2,682 IPCO NWMT 4,814 5,912 IPCO PACE 62,009 39,574 IPCO PACW 27,098 32,785 IPCO PSEI 0 0 IPCO SCL 8,334 9,465 LADWP AZPS 2,322 3,093 LADWP BPAT 1,735 800 LADWP CISO 71,092 50,524 LADWP NEVP 15,764 21,057 LADWP PACE 28,235 32,900 LADWP TEPC 0 83 NEVP AZPS 9,672 8,583 NEVP BPAT 743 502 NEVP CISO 100,199 65,338 NEVP IPCO 18,269 20,665 NEVP LADWP 24,255 27,189 NEVP PACE 62,305 75,527 NWMT AVA 13,111 16,444 Attachment E Page 42 of 178 NWMT BPAT 8,236 5,871 May NWMT IPCO 2,319 3,858 NWMT PACE 18,733 13,988 NWMT PACW 0 1 NWMT PGE 31 16 NWMT PSEI 43 7 NWMT TPWR 1,679 2,136 PACE AZPS 188,726 166,512 PACE IPCO 59,360 86,462 PACE LADWP 107,420 95,825 PACE NEVP 95,324 73,337 PACE NWMT 24,644 28,147 PACE PACW 17,234 21,078 PACE SRP 0 0 PACE TEPC 2,868 1,649 PACW AVA 10,429 11,849 PACW BPAT 6,114 8,427 PACW CISO 40,522 74,582 PACW IPCO 41,422 36,860 PACW NWMT 1 1 PACW PGE 61,168 52,085 PACW PSEI 23,739 24,918 May PACW SCL 1,476 1,513 PGE AVA 24 28 PGE BPAT 10,097 9,760 PGE CISO 25,689 23,700 PGE NWMT 38 12 PGE PACW 18,473 26,855 Attachment E Page 43 of 178 PGE PSEI 0 2 PGE SCL 1,396 1,621 PGE TPWR 5,783 7,298 PNM AZPS 7,443 9,283 PNM SRP 3,717 3,799 PNM TEPC 19,551 19,898 PSEI AVA 0 0 PSEI BPAT 23,116 24,524 PSEI IPCO 0 0 PSEI NWMT 14 3 PSEI PACW 13,399 14,445 PSEI PGE 0 2 May PSEI PWRX 19,784 20,398 PSEI SCL 7,287 7,266 PSEI TPWR 5,988 6,051 PWRX BPAT 3,143 2,461 PWRX CISO 0 0 PWRX PSEI 9,627 9,607 SCL AVA 4 2 SCL BPAT 1,583 1,514 SCL IPCO 6,414 6,157 SCL PACW 502 652 SCL PGE 1,001 1,031 SCL PSEI 10,783 13,798 SRP AZPS 8,960 13,548 SRP CISO 35,923 32,898 SRP PACE 0 0 SRP PNM 777 1,096 Attachment E Page 44 of 178 SRP TEPC 80,131 91,726 May TEPC AZPS 250 72 TEPC CISO 13,630 2,924 TEPC LADWP 0 0 TEPC PACE 158 225 TEPC PNM 8,882 6,798 TEPC SRP 8,763 17,041 TIDC BANC 148 226 TIDC CISO 7,454 6,662 TPWR AVA 991 1,194 TPWR BPAT 5,938 5,746 TPWR NWMT 594 371 TPWR PGE 3,586 2,963 TPWR PSEI 6,116 7,682 June AVA BPAT 5,697 406 AVA CISO 0 0 AVA IPCO 19,387 9,691 AVA NWMT 8,671 8,888 AVA PACW 4,100 2,252 AVA PGE 0 0 AVA PSEI 0 0 AVA SCL 7 0 AVA TPWR 0 0 AZPS CISO 62,964 27,082 AZPS LADWP 20,883 18,279 AZPS NEVP 8,203 9,826 AZPS PACE 78,792 95,501 AZPS PNM 28,526 29,050 Attachment E Page 45 of 178 AZPS SRP 30,063 17,897 June AZPS TEPC 26,059 23,874 BANC BPAT 2,035 0 BANC CISO 6,626 9,577 BANC TIDC 161 309 BPAT AVA 5,927 3,735 BPAT BANC 136 0 BPAT CISO 970 2,042 BPAT IPCO 1,597 31 BPAT LADWP 2,748 0 BPAT NEVP 267 0 BPAT NWMT 25,521 3,725 BPAT PACW 9,990 3,840 BPAT PGE 26,200 16,429 BPAT PSEI 28,247 28,987 BPAT PWRX 13,371 0 BPAT SCL 5,389 4,838 BPAT TPWR 11,342 9,848 CISO AVA 0 0 CISO AZPS 95,766 117,824 CISO BANC 189,226 186,320 CISO BPAT 862 1,968 CISO LADWP 92,507 120,240 CISO NEVP 114,963 134,766 CISO PACW 5,909 48,873 CISO PGE 22,744 62,760 CISO PWRX 63,709 83,326 CISO SRP 205,170 240,137 Attachment E Page 46 of 178 CISO TEPC 2,011 2,538 June CISO TIDC 9,640 9,452 IPCO AVA 21,875 23,515 IPCO BPAT 1,411 0 IPCO NEVP 23,059 11,967 IPCO NWMT 4,394 7,790 IPCO PACE 25,922 15,769 IPCO PACW 37,118 19,512 IPCO PSEI 0 0 IPCO SCL 7,773 10,522 LADWP AZPS 3,850 5,604 LADWP BPAT 5,096 0 LADWP CISO 14,438 6,421 LADWP NEVP 13,680 17,035 LADWP PACE 13,217 12,022 LADWP TEPC 0 0 NEVP AZPS 6,668 7,636 NEVP BPAT 1,347 0 NEVP CISO 43,430 10,628 NEVP IPCO 70,804 77,974 NEVP LADWP 39,289 34,228 NEVP PACE 43,582 47,042 NWMT AVA 21,277 19,088 NWMT BPAT 6,028 625 NWMT IPCO 3,571 2,858 NWMT PACE 5,959 2,625 NWMT PACW 282 0 NWMT PGE 174 0 Attachment E Page 47 of 178 NWMT PSEI 77 0 NWMT TPWR 1,229 2,492 June PACE AZPS 74,780 55,992 PACE IPCO 57,496 62,736 PACE LADWP 49,749 51,623 PACE NEVP 39,964 22,428 PACE NWMT 30,729 27,130 PACE PACW 51,580 40,357 PACE SRP 0 0 PACE TEPC 1,536 1,103 PACW AVA 15,528 16,880 PACW BPAT 4,176 656 PACW CISO 7,124 21,286 PACW IPCO 14,579 13,248 PACW NWMT 0 0 PACW PGE 54,893 47,383 PACW PSEI 22,296 29,307 PACW SCL 1,680 2,024 PGE AVA 0 0 June PGE BPAT 9,824 14,726 PGE CISO 9,436 5,703 PGE NWMT 108 0 PGE PACW 19,654 18,578 PGE PSEI 3 0 PGE SCL 1,469 1,868 PGE TPWR 1,339 2,453 PNM AZPS 24,924 25,722 PNM SRP 4,149 2,826 Attachment E Page 48 of 178 PNM TEPC 25,169 24,931 June PSEI AVA 0 0 PSEI BPAT 9,819 13,642 PSEI IPCO 0 0 PSEI NWMT 17 0 PSEI PACW 11 0 PSEI PGE 1 0 PSEI PWRX 15,518 16,414 PSEI SCL 20,565 17,180 PSEI TPWR 6,136 6,662 PWRX BPAT 4,255 34 PWRX CISO 0 0 PWRX PSEI 12,295 12,347 SCL AVA 17 0 SCL BPAT 118 46 SCL IPCO 9,305 6,415 SCL PACW 1,098 798 SCL PGE 1,170 867 SCL PSEI 3,912 6,684 SRP AZPS 15,979 19,695 SRP CISO 50,824 38,195 SRP PACE 0 0 SRP PNM 947 1,651 SRP TEPC 65,964 77,789 TEPC AZPS 399 0 TEPC CISO 16,959 10,582 TEPC LADWP 0 0 TEPC PACE 864 1,578 Attachment E Page 49 of 178 TABLE 2: Energy transfers (MWh) in the FMM and RTD markets for Q2 2022 TEPC PNM 17,131 13,585 June TEPC SRP 12,777 10,796 TIDC BANC 203 0 TIDC CISO 12,951 14,046 TPWR AVA 0 0 TPWR BPAT 1,275 2,462 TPWR NWMT 2,957 1,689 TPWR PGE 2,372 1,449 TPWR PSEI 7,000 9,278 Attachment E Page 50 of 178 GRAPH 2: Estimated maximum transfer capacity WHEEL-THROUGH TRANSFERS As the footprint of the WEIM grows, wheel-through transfers may become more common. In order to derive the wheel-through transfers for each WEIM BAA, the ISO uses the following calculation for every real-time interval dispatch: • Total import: summation of transfers above base transfers coming into the WEIM BAA under analysis • Total export: summation of all transfers above base transfers going out of the WEIM BAA under analysis • Net import: the maximum of zero or the difference between total imports and total exports Attachment E Page 51 of 178 • Net export: the maximum of zero or the difference between total exports and total imports • Wheel-through: the minimum of the WEIM transfers into (total import) or WEIM transfer out (total export) of a BAA for a given interval All wheel-through transfers are summed over both the month and the quarter. Currently, a WEIM entity facilitating a wheel through receives no direct financial benefit for facilitating the wheel; only the sink and source directly benefit. As part of the WEIM Consolidated Initiatives stakeholder process, the ISO committed to monitoring the wheel through volumes to assess whether, after the addition of new WEIM entities, there is a potential future need to pursue a market solution to address the equitable sharing of wheeling benefits. The ISO will continue to track the volume of wheel-through transfers in the WEIM market in the quarterly reports. This volume reflects the total wheel-through transfers for each WEIM BAA, regardless of the potential paths used to wheel through. The net imports and exports estimated in this section reflect the overall volume of net imports and exports; in contrast, the imports and exports provided in Table 2 reflect the gross transfers between two WEIM BAAs. The metric is measured as energy in MWh for each month and the corresponding calendar quarter, as shown in Tables 3 through 6 and Graphs 3 through 6. BAA Net Export Net Import Wheel Through AVA 62,566 151,797 39,821 AZPS 127,260 325,482 500,557 BANC 19,328 430,405 1,317 BPAT 93,752 70,440 39,571 CISO 2,160,868 441,541 372,362 IPCO 118,497 263,568 224,029 LADWP 84,341 418,433 188,721 NEVP 183,385 273,110 331,057 NWMT 40,364 71,478 69,628 PACE 824,667 198,626 284,023 PACW 248,054 142,851 277,458 Attachment E Page 52 of 178 PGE 88,154 214,303 82,713 PNM 113,932 76,929 26,093 PSEI 79,693 130,587 107,944 PWRX 16,732 267,654 28,967 SCL 32,420 55,646 25,956 SRP 169,868 720,349 155,433 TEPC 58,079 253,395 5,521 TIDC 32,509 38,613 583 TPWR 19,923 29,186 29,818 TABLE 3: Estimated wheel-through transfers in Q2 2022 GRAPH 3: Estimated wheel-through transfers in Q1 2022 BAA Net Export Net Import Wheel Through AVA 22,848 54,990 15,462 AZPS 30,459 110,147 163,004 Attachment E Page 53 of 178 BANC 3,272 100,837 137 CISO 494,339 255,490 102,212 IPCO 46,954 57,693 88,700 LADWP 41,281 98,879 82,243 NEVP 55,128 82,111 84,004 NWMT 17,552 15,316 22,431 PACE 294,558 27,639 79,755 PACW 72,220 53,570 111,828 PGE 41,277 49,303 16,987 PNM 52,128 14,956 1,436 PSEI 29,559 49,335 31,492 PWRX 10,937 47,051 10,312 SCL 13,337 16,984 7,077 SRP 45,994 238,211 2,708 TIDC 12,011 12,809 147 TPWR 8,702 7,234 8,205 TABLE 4: Estimated wheel-through transfers in April 2022 Attachment E Page 54 of 178 GRAPH 4: Estimated wheel-through transfers in April 2022 BAA Net Export Net Import Wheel Through AVA 29,449 44,558 13,391 AZPS 20,765 128,333 192,081 BANC 6,170 143,248 1,180 BPAT 32,468 48,067 27,379 CISO 769,360 151,522 159,118 IPCO 47,285 97,739 70,512 LADWP 25,667 118,873 82,789 NEVP 59,358 103,585 138,445 NWMT 13,868 25,684 28,454 PACE 332,732 60,441 140,277 PACW 114,734 24,756 95,945 PGE 36,218 68,781 33,058 Attachment E Page 55 of 178 PNM 21,064 30,427 11,916 PSEI 37,049 35,461 35,640 PWRX 2,802 130,251 9,266 SCL 14,237 12,194 8,916 SRP 45,112 269,052 94,156 TEPC 22,104 123,726 4,955 TIDC 6,752 16,343 135 TPWR 5,415 9,570 12,541 TABLE 5: Estimated wheel-through transfers in May 2022 GRAPH 5: Estimated wheel-through transfers in May 2022 BAA Net Export Net Import Wheel Through AVA 10,269 52,249 10,968 Attachment E Page 56 of 178 AZPS 76,036 87,001 145,473 BANC 9,886 186,320 - BPAT 61,283 22,373 12,192 CISO 897,170 34,529 111,033 IPCO 24,257 108,136 64,817 LADWP 17,394 200,681 23,689 NEVP 68,899 87,414 108,608 NWMT 8,944 30,478 18,743 PACE 197,378 110,546 63,991 PACW 61,100 64,525 69,685 PGE 10,660 96,220 32,669 PNM 40,739 31,545 12,741 PSEI 13,085 45,791 40,812 PWRX 2,992 90,351 9,389 SCL 4,846 26,468 9,964 SRP 78,761 213,086 58,569 TEPC 35,975 129,669 567 TIDC 13,745 9,460 300 TPWR 5,806 12,383 9,072 TABLE 6: Estimated wheel-through transfers in June 2022 Attachment E Page 57 of 178 GRAPH 6: Estimated wheel-through transfers in June 2022 REDUCED RENEWABLE CURTAILMENT AND GHG REDUCTIONS The WEIM benefit calculation includes the economic benefits that can be attributed to avoided renewable curtailment within the ISO footprint. If not for energy transfers facilitated by the WEIM, some renewable generation located within the ISO would have been curtailed via either economic or exceptional dispatch. The total avoided renewable curtailment volume in MWh for Q2 2022 was calculated to be 31,330 MWh (April) + 41,764 MWh (May) + 45,259 MWh (June) = 118,352 MWh total. There are environmental benefits of avoided renewable curtailment as well. Under the assumption that avoided renewable curtailments displace production from other resources at a default emission rate of 0.428 metric tons CO2/MWh, avoided curtailments displaced an estimated 50,655 metric tons of CO2 for Q2 2022. Avoided renewable curtailments also may have contributed to an increased volume of renewable credits that would otherwise have been unavailable. This report does not quantify the additional value in dollars associated with this benefit. Total estimated reductions in the curtailment of renewable energy in the ISO footprint, along with the associated reductions in CO2, are shown in Table 7. Year Quarter MWh Eq. Tons CO2 1 8,860 3,792 2015 2 3,629 1,553 3 828 354 4 17,765 7,521 Attachment E Page 58 of 178 1 112,948 48,342 2016 2 158,806 67,969 3 33,094 14,164 4 23,390 10,011 1 52,651 22,535 2017 2 67,055 28,700 3 23,331 9,986 4 18,060 7,730 1 65,860 28,188 2018 2 129,128 55,267 3 19,032 8,146 4 23,425 10,026 1 52,254 22,365 2019 2 132,937 56,897 3 33,843 14,485 4 35,254 15,089 1 86,740 37,125 2020 2 147,514 63,136 3 37,548 16,071 4 39,956 17,101 2021 1 76,147 32,591 2 109,059 46,677 3 23,042 9,862 4 38,044 16,283 2022 1 94,168 40,304 2 118,352 50,655 Total 1,782,720 762,925 TABLE 7: Total reduction in curtailment of renewable energy and associated reductions in CO2 FLEXIBLE RAMPING PROCUREMENT DIVERSITY SAVINGS The WEIM facilitates procurement of flexible ramping capacity in the FMM to address variability that may occur in the RTD. Because variability across different BAAs may happen in opposite Attachment E Page 59 of 178 directions, the flexible ramping requirement for the entire WEIM footprint can be less than the sum of individual BAA’s requirements. This difference is known as flexible ramping procurement diversity savings. Starting in 2016, the ISO replaced the flexible ramping constraint with flexible ramping products that provide both upward and downward ramping. The minimum and maximum flexible ramping requirements for each BAA and for each direction are listed in Table 8. Month BAA Direction Minimum requirement Maximum requirement AVA up 21 91 April AZPS up 30 286 BANC up 7 113 CISO up 367 2,072 IPCO up 34 159 LADWP up 59 315 NEVP up 26 332 NWMT up 36 118 PACE up 116 516 PACW up 45 190 PGE up 33 177 PNM up 40 177 PSEI up 39 203 PWRX up 77 319 SCL up 5 45 SRP up 32 152 April TIDC up 2 14 TPWR up 3 29 ALL EIM up 471 2,759 AVA down 22 87 AZPS down 38 229 BANC down 5 88 CISO down 148 1,682 IPCO down 36 223 Attachment E Page 60 of 178 LADWP down 45 279 NEVP down 16 395 NWMT down 31 135 PACE down 116 470 PACW down 60 186 PGE down 62 219 PNM down 49 163 PSEI down 27 174 PWRX down 76 314 SCL down 3 38 SRP down 17 160 TIDC down 1 19 TPWR down 4 34 ALL EIM down 326 2,122 AVA up 21 84 May AZPS up 33 286 BANC up 7 113 BPAT up 85 236 CISO up 363 2,072 IPCO up 38 159 LADWP up 66 315 NEVP up 0 332 NWMT up 36 129 May PACE up 118 516 PACW up 49 190 PGE up 51 277 PNM up 40 149 PSEI up 41 203 PWRX up 71 319 SCL up 5 45 SRP up 25 169 Attachment E Page 61 of 178 TEPC up 37 135 TIDC up 0 14 TPWR up 4 25 ALL WEIM up 359 2,759 AVA down 33 84 AZPS down 38 229 BANC down 3 88 BPAT down 139 385 CISO down 142 1,682 May IPCO down 61 223 LADWP down 51 279 NEVP down 0 395 NWMT down 38 135 PACE down 116 470 PACW down 55 221 PGE down 55 219 PNM down 40 163 PSEI down 36 174 PWRX down 59 314 SCL down 2 37 SRP down 15 143 TEPC down 33 149 TIDC down 1 19 TPWR down 3 19 ALL EIM down 337 2,122 June AVA up 17 84 AZPS up 40 286 BANC up 7 113 BPAT up 64 407 CISO up 363 1,967 IPCO up 41 159 Attachment E Page 62 of 178 June June LADWP up 66 315 NEVP up 0 332 NWMT up 24 128 PACE up 135 516 PACW up 47 200 PGE up 48 177 PNM up 34 179 PSEI up 40 203 PWRX up 71 225 SCL up 5 45 SRP up 30 169 TEPC up 42 135 TIDC up 0 15 TPWR up 4 26 ALL WEIM up 358 2,560 AVA down 23 84 AZPS down 39 229 BANC down 3 88 BPAT down 139 402 CISO down 149 1,682 IPCO down 63 223 LADWP down 56 279 NEVP down 0 327 NWMT down 30 156 PACE down 129 470 PACW down 57 221 PGE down 65 219 PNM down 45 163 PSEI down 33 174 PWRX down 67 239 SCL down 2 34 Attachment E Page 63 of 178 SRP down 22 159 TEPC down 26 134 TIDC down 1 19 TPWR down 2 24 ALL WEIM down 342 2,122 Table 8: Flexible ramping requirements The flexible ramping procurement diversity savings for all the intervals averaged over the month are shown in Table 9. The percentage savings is the average MW savings divided by the sum of the individual BAA requirements. April May June Direction Up Down Up Down Up Down Average MW saving 1,387 1,397 1,676 1,428 1,747 1,504 Sum of BAA requirements 2,708 2,472 3,010 2,945 3,056 2,880 Percentage savings 51% 57% 56% 48% 57% 52% Table 9: Flexible ramping procurement diversity savings in Q2 2022 Flexible ramping capacity may be used in RTD to handle uncertainties in the future interval. The RTD flexible ramping capacity is prorated to each BAA. Flexible ramping surplus MW is defined as the awarded flexible ramping capacity in RTD minus its share, and the flexible ramping surplus cost is defined as the flexible ramping surplus MW multiplied by the flexible ramping WEIM-wide marginal price. A positive flexible ramping surplus MW is the capacity that a BAA provided to help other BAAs, and a negative flexible ramping surplus MW is the capacity that a BAA received from other BAAs. The EIM dispatch cost for a BAA with positive flexible ramping surplus MW is increased because some capacities are used to help other BAAs. The flexible ramping surplus cost is subtracted from the BAA’s WEIM dispatch cost to reflect the true dispatch cost of a BAA. Please see the Benefit Report Methodology for more details. CONCLUSION Using state-of-the-art technology to find and deliver low-cost energy to meet real-time demand, the WEIM demonstrates that utilities can realize financial and operational benefits through increased coordination and optimization. In addition to these benefits, the WEIM provides significant environmental benefits through the reduction of renewable curtailments during periods of oversupply. Attachment E Page 64 of 178 Sharing resources across a larger geographic area reduces greenhouse gas emissions by using renewable generation that otherwise would have been turned off. The quantified environmental benefits from avoided curtailments of renewable generation from 2015 to-date reached 762,925 metric tons of CO2, roughly the equivalent of avoiding the emissions from 160,402 passenger cars driven for one year. Attachment E Page 65 of 178 APPENDIX 1: GLOSSARY OF ABBREVIATIONS Abbreviation Description APS Arizona Public Service AVA Avista Utilities BAA Balancing Authority Area BANC Balancing Authority of Northern California BPA Bonneville Power Administration CISO, ISO California ISO EIM Energy Imbalance Market FMM Fifteen Minute Market GHG Greenhouse Gas IPCO Idaho Power LADWP Los Angeles Department of Water and Power MW Megawatt MWh Megawatt-Hour NVE NV Energy PAC PacifiCorp PACE PacifiCorp East PACW PacifiCorp West PGE Portland General Electric PSE Puget Sound Energy PWRX Powerex RTD Real Time Dispatch SCL Seattle City Light SRP Salt River Project TEP Tucson Electric Power TID Turlock Irrigation District TPWR Tacoma Power WEIM Western Energy Imbalance Market Attachment E Page 66 of 178 Western Energy Imbalance Market Benefits Third Quarter 2022 October 31, 2022 Attachment E Page 67 of 178 CONTENTS EXECUTIVE SUMMARY ........................................................................................................... 3 BACKGROUND ......................................................................................................................... 4 WEIM ECONOMIC BENEFITS IN Q3 2022 ............................................................................... 4 CUMULATIVE ECONOMIC BENEFITS SINCE INCEPTION ................................................................... 5 INTER-REGIONAL TRANSFERS ............................................................................................................. 6 WHEEL-THROUGH TRANSFERS ......................................................................................................... 22 REDUCED RENEWABLE CURTAILMENT AND GHG REDUCTIONS ....................................30 FLEXIBLE RAMPING PROCUREMENT DIVERSITY SAVINGS ..............................................32 CONCLUSION ..........................................................................................................................37 APPENDIX 1: GLOSSARY OF ABBREVIATIONS...................................................................38 Attachment E Page 68 of 178 EXECUTIVE SUMMARY This report presents the benefits associated with participation in the Western Energy Imbalance Market (WEIM). The measured benefits of participation in the WEIM include cost savings, increased integration of renewable energy, and improved operational efficiencies including the reduction of the need for real-time flexible reserves. This analysis demonstrates the benefit of economic dispatch in the real time market across a larger WEIM footprint with diverse resources and geography. Q3 2022 Gross Benefits by Participant (millions $) Arizona Public Service $36.42 Avista $7.24 BANC $111.54 BPA $9.07 California ISO $65.99 Idaho Power $12.04 LADWP $25.79 NV Energy $62.38 NorthWestern Energy $6.84 PacifiCorp $84.54 Portland General Electric $19.64 PNM $16.63 Puget Sound Energy $7.59 Powerex $2.76 Seattle City Light $3.67 Salt River Project $19.28 Tacoma Power $3.84 TEP $26.88 TID $4.37 Total $526.51 Gross benefits from WEIM since November 2014 $2.91 billion ECONOMICAL $526.51 M Gross benefits realized due to more efficient inter-and intra-regional dispatch in the Fifteen-Minute Market (FMM) and Real-Time Dispatch (RTD)* ENVIRONMENTAL 18,176 Metric tons of CO2** avoided curtailments OPERATIONAL 61% Average reduction in flexibility reserves across the footprint 2022 Q3 BENEFITS Attachment E Page 69 of 178 *WEIM Quarterly Benefit Report Methodology: https://www.westerneim.com/Documents/EIM-BenefitMethodology.pdf. **The GHG emission reduction reported is associated with the avoided curtailment only. The current market process and counterfactual methodology cannot differentiate the GHG emissions resulting from serving ISO load via the EIM versus dispatch that would have occurred external to the ISO without the WEIM. For more details, see http://www.caiso.com/Documents/GreenhouseGasEmissionsTrackingReport-FrequentlyAskedQuestions.pdf BACKGROUND The Western EIM began financially binding operation on November 1, 2014 by optimizing resources across the ISO and PacifiCorp Balancing Authority Areas (BAAs). NV Energy began participating in December 2015, Arizona Public Service and Puget Sound Energy began participating in October 2016, and Portland General Electric began participating in October 2017. Idaho Power and Powerex began participating in April 2018, and the Balancing Authority of Northern California (BANC) began participating in April 2019. Seattle City Light and Salt River Project began participating in April 2020. In 2021, new balancing authorities began participating in the Western EIM, with the Turlock Irrigation District (TID) in March 2021, the second phase of BANC in March 2021, and the Los Angeles Department of Water and Power (LADWP) and Public Service Company of New Mexico (PNM) in April 2021, followed by NorthWestern Energy (NWMT) starting in June 2021. Avista Utilities (AVA) and Tacoma Power (TPWR), two utilities serving a combined 600,000 electric customers in the Pacific Northwest, became the newest members of the WEIM, with both beginning their participation on March 2, 2022. On May 3, 2022, the Bonneville Power Administration (BPA) and Tucson Electric Power (TEP) both Joined the WEIM. The Western EIM footprint now includes portions of Arizona, California, Idaho, Montana, Nevada, New Mexico, Oregon, Utah, Washington, Wyoming, and extends to the border with Canada. WEIM ECONOMIC BENEFITS IN Q3 2022 Table 1 shows the estimated WEIM gross benefits by each region per month1. The monthly savings presented show $141.35 million for July, $175.44 million for August, and $209.72 million for September with a total estimated benefit of $526.51 million for this quarter2. This level of WEIM benefits accrued from having additional WEIM areas participating in the market and economical transfers displacing more expensive generation. 1 The WEIM benefits reported here are calculated based on available data. Intervals without complete data are excluded in the calculation. The intervals excluded due to unavailable data are normally within a few percent points of the total intervals. 2 For several quarterly estimates, CAISO benefits were calculated on a variation of the counterfactual methodology. For CAISO only the logic had considered offline resources as part of the bid stack in the counterfactual. In Q4 2021, CAISO identified some questionable results that drove persistent negative benefits for CAISO when considering offline resources. Since Q4 2021, the benefit calculation for CAISO area follows the same methodology applicable to all WEIM entities in which only online resources are used. Attachment E Page 70 of 178 Region July August September Total APS $3.59 $6.13 $26.70 $36.42 AVA $0.92 $2.33 $3.99 $7.24 BANC $51.75 $41.88 $17.91 $111.54 BPA $2.47 $1.81 $4.79 $9.07 CISO $26.84 $33.10 $6.05 $65.99 IPCO $2.41 $3.56 $6.07 $12.04 LADWP $2.74 $5.15 $17.90 $25.79 NVE $10.67 $20.42 $31.29 $62.38 NWMT $0.94 $2.86 $3.04 $6.84 PAC $19.83 $29.33 $35.38 $84.54 PGE $2.84 $6.37 $10.43 $19.64 PNM $2.70 $3.80 $10.13 $16.63 PSE $1.36 $2.63 $3.60 $7.59 PWRX $0.50 $0.70 $1.56 $2.76 SCL $0.99 $1.21 $1.47 $3.67 SRP $2.91 $4.79 $11.58 $19.28 TPWR $1.10 $1.48 $1.26 $3.84 TEP $6.19 $6.57 $14.12 $26.88 TID $0.60 $1.32 $2.45 $4.37 Total $141.35 $175.44 $209.72 $526.51 TABLE 1: Q3 2022 benefits in millions USD CUMULATIVE ECONOMIC BENEFITS SINCE INCEPTION Since the start of the WEIM in November 2014, the cumulative economic benefits of the market have totaled $2.91 billion. The quarterly benefits have grown over time as a result of the participation of new BAAs, which results in benefits for both the individual BAA but also compounds the benefits to adjacent BAAs through additional transfers. The ISO began publishing quarterly WEIM benefit reports in April 2015.3 Graph 1 illustrates the gross economic benefits of the WEIM by quarter for each participating BAA. 3 Prior reports are available at https://www.westerneim.com/Pages/About/QuarterlyBenefits.aspx Attachment E Page 71 of 178 GRAPH 1: Cumulative economic benefits for each quarter by BAA INTER-REGIONAL TRANSFERS A significant contributor to EIM benefits is transfers across balancing areas, providing access to lower cost supply, while factoring in the cost of compliance with greenhouse gas (GHG) emissions regulations when energy is transferred into the ISO. As such, the transfer volumes are a good indicator of a portion of the benefits attributed to the WEIM. Transfers can take place in both the 15-Minute Market and Real-Time Dispatch (RTD). Generally, transfer limits are based on transmission and interchange rights that participating balancing authority areas make available to the WEIM, with the exception of the PacifiCorp West (PACW) -ISO transfer limit and the Portland General Electric (PGE) -ISO transfer limit in RTD. These RTD transfer capacities between PACW/PGE and the ISO are determined based on the allocated dynamic transfer capability driven by system operating conditions. This report does not quantify a BAA’s opportunity cost that the utility considered when using its transfer rights for the EIM. Table 2 provides the 15-minute and 5-minute WEIM transfer volumes with base schedule transfers excluded. The WEIM entities submit inter-BAA transfers in their base schedules. The benefits quantified in this report are only attributable to the transfers that occurred through the WEIM. The benefits do not include any transfers attributed to transfers submitted in the base schedules that are scheduled prior to the start of the EIM. The transfer from BAA_x to BAA_y and the transfer from BAA_y to BAA_x are separately reported. For example, if there is a 100 Megawatt-Hour (MWh) transfer during a 5-minute interval, in addition to a base transfer from ISO to NVE, it will be reported as 100 MWh from_BAA ISO to_BAA NEVP, and 0 MWh from_BAA NEVP to_BAA ISO in the opposite Attachment E Page 72 of 178 direction. The 15-minute transfer volume is the result of optimization in the 15-minute market using all bids and base schedules submitted into the WEIM. The 5-minute transfer volume is the result of optimization using all bids and base schedules submitted into WEIM, based on unit commitments determined in the 15-minute market optimization. The maximum transfer capacities between WEIM entities are shown in Graph 2 below. Month From BAA To BAA 15min WEIM transfer (15m – base) 5min WEIM transfer (5m – base) AVA BPAT 4,287 2,169 July AVA CISO 0 0 AVA IPCO 9,467 8,216 AVA NWMT 7,071 6,723 AVA PACW 2,634 1,617 AVA PGE 23 0 AVA PSEI 0 0 AVA SCL 16 0 AVA TPWR 0 0 AZPS CISO 111,143 63,693 AZPS LADWP 9,350 7,932 AZPS NEVP 2,638 4,757 AZPS PACE 17,424 28,600 AZPS PNM 50,174 57,898 AZPS SRP 41,553 33,295 AZPS TEPC 42,246 47,294 BANC BPAT 0 0 BANC CISO 3,944 5,031 BANC TIDC 139 0 BPAT AVA 6,898 6,811 BPAT BANC 0 0 BPAT CISO 4,088 9,589 July BPAT IPCO 372 55 Attachment E Page 73 of 178 BPAT LADWP 0 0 BPAT NEVP 0 0 BPAT NWMT 13,563 3,313 BPAT PACW 5,930 4,180 BPAT PGE 42,908 42,969 BPAT PSEI 8,809 13,022 BPAT PWRX 4,381 0 BPAT SCL 1,549 1,486 BPAT TPWR 6,350 9,643 CISO AVA 0 0 CISO AZPS 54,583 86,952 CISO BANC 181,272 182,290 CISO BPAT 1,458 2,114 CISO LADWP 36,070 50,833 CISO NEVP 37,916 59,924 CISO PACW 2,559 23,995 CISO PGE 5,239 23,912 CISO PWRX 35,629 49,711 CISO SRP 80,498 107,934 CISO TEPC 1,016 1,759 CISO TIDC 7,072 7,916 IPCO AVA 10,613 9,803 IPCO BPAT 2,124 130 IPCO NEVP 28,676 13,382 IPCO NWMT 1,615 1,755 IPCO PACE 5,734 2,170 IPCO PACW 19,482 14,540 July IPCO PSEI 0 0 Attachment E Page 74 of 178 IPCO SCL 4,782 5,510 LADWP AZPS 12,019 19,249 LADWP BPAT 0 0 LADWP CISO 97,069 67,308 LADWP NEVP 20,123 29,621 LADWP PACE 12,257 12,380 LADWP TEPC 0 0 NEVP AZPS 14,928 19,814 NEVP BPAT 0 0 NEVP CISO 166,873 96,719 NEVP IPCO 38,578 61,322 NEVP LADWP 37,726 39,438 NEVP PACE 21,017 22,867 NWMT AVA 25,660 32,558 NWMT BPAT 6,800 1,482 NWMT IPCO 6,893 5,565 NWMT PACE 2,161 1,411 NWMT PACW 121 0 NWMT PGE 78 0 NWMT PSEI 67 0 NWMT TPWR 0 0 PACE AZPS 138,901 113,551 PACE IPCO 69,102 79,540 PACE LADWP 143,300 135,756 PACE NEVP 68,744 47,347 PACE NWMT 33,804 37,153 PACE PACW 42,886 50,124 July PACE SRP 0 0 Attachment E Page 75 of 178 PACE TEPC 4,531 4,251 PACW AVA 6,925 6,146 PACW BPAT 5,421 1,831 PACW CISO 19,835 46,193 PACW IPCO 17,769 11,637 PACW NWMT 3 0 PACW PGE 44,907 48,842 PACW PSEI 15,553 17,562 PACW SCL 1,022 963 PGE AVA 0 0 PGE BPAT 17,891 20,275 PGE CISO 24,773 18,917 PGE NWMT 54 0 PGE PACW 22,315 24,145 PGE PSEI 0 0 PGE SCL 742 772 PGE TPWR 1 0 PNM AZPS 26,937 22,200 PNM SRP 1,511 1,186 PNM TEPC 27,932 25,573 PSEI AVA 0 0 PSEI BPAT 29,993 28,698 PSEI IPCO 0 0 PSEI NWMT 25 0 PSEI PACW 3 0 PSEI PGE 0 0 PSEI PWRX 16,808 17,224 July PSEI SCL 9,600 8,216 Attachment E Page 76 of 178 PSEI TPWR 11,218 12,442 PWRX BPAT 7,222 0 PWRX CISO 0 0 PWRX PSEI 10,170 10,621 SCL AVA 9 0 SCL BPAT 408 462 SCL IPCO 7,498 7,211 SCL PACW 1,252 1,362 SCL PGE 1,522 1,676 SCL PSEI 7,166 11,096 SRP AZPS 9,575 9,812 SRP CISO 63,151 54,223 SRP PACE 0 0 SRP PNM 295 459 SRP TEPC 49,231 56,964 TEPC AZPS 1,431 27 TEPC CISO 28,437 18,693 TEPC LADWP 0 0 TEPC PACE 654 247 TEPC PNM 11,791 11,266 TEPC SRP 4,234 4,914 TIDC BANC 84 0 TIDC CISO 14,925 13,664 TPWR AVA 0 0 TPWR BPAT 4,512 4,975 TPWR NWMT 0 0 TPWR PGE 0 0 TPWR PSEI 2,975 5,532 Attachment E Page 77 of 178 August AVA BPAT 4,749 3,178 AVA CISO 0 0 AVA IPCO 16,711 16,925 AVA NWMT 2,408 2,078 AVA PACW 1,489 1,755 AVA PGE 0 0 AVA PSEI 0 0 AVA SCL 12 0 AVA TPWR 46 80 AZPS CISO 164,404 114,804 AZPS LADWP 9,973 9,821 AZPS NEVP 7,196 10,283 AZPS PACE 15,325 12,656 AZPS PNM 23,748 21,788 AZPS SRP 34,289 28,488 AZPS TEPC 38,082 41,405 BANC BPAT 0 0 BANC CISO 9,661 6,010 BANC TIDC 59 0 BPAT AVA 5,576 4,395 BPAT BANC 0 0 BPAT CISO 5,429 11,676 BPAT IPCO 393 33 BPAT LADWP 0 0 BPAT NEVP 0 0 BPAT NWMT 9,143 1,403 BPAT PACW 2,864 1,809 August BPAT PGE 25,385 23,619 Attachment E Page 78 of 178 BPAT PSEI 10,251 11,372 BPAT PWRX 4,757 55 BPAT SCL 1,838 1,335 BPAT TPWR 8,128 9,806 CISO AVA 0 0 CISO AZPS 8,805 17,526 CISO BANC 180,068 194,375 CISO BPAT 2,294 3,935 CISO LADWP 15,141 25,640 CISO NEVP 9,784 13,344 CISO PACW 2,157 17,615 CISO PGE 15,394 41,675 CISO PWRX 31,560 41,185 CISO SRP 28,511 46,236 CISO TEPC 824 813 CISO TIDC 5,648 6,896 IPCO AVA 17,111 13,070 IPCO BPAT 1,270 298 IPCO NEVP 62,095 48,046 IPCO NWMT 434 871 IPCO PACE 7,143 4,091 IPCO PACW 31,503 25,610 IPCO PSEI 0 0 IPCO SCL 11,840 11,144 LADWP AZPS 10,982 17,035 LADWP BPAT 0 0 LADWP CISO 129,042 97,849 August LADWP NEVP 20,189 26,589 Attachment E Page 79 of 178 LADWP PACE 17,333 19,364 LADWP TEPC 0 0 NEVP AZPS 12,237 16,914 NEVP BPAT 0 0 NEVP CISO 193,378 124,343 NEVP IPCO 31,439 31,988 NEVP LADWP 29,339 33,205 NEVP PACE 6,317 3,608 NWMT AVA 42,267 45,970 NWMT BPAT 6,399 3,154 NWMT IPCO 11,670 11,237 NWMT PACE 10,131 6,188 NWMT PACW 1 0 NWMT PGE 10 0 NWMT PSEI 0 0 NWMT TPWR 92 92 PACE AZPS 160,806 141,419 PACE IPCO 62,388 61,361 PACE LADWP 142,727 139,942 PACE NEVP 89,202 75,228 PACE NWMT 26,851 29,329 PACE PACW 83,914 83,431 PACE SRP 0 0 PACE TEPC 13,008 11,318 PACW AVA 4,441 4,831 PACW BPAT 3,556 1,130 PACW CISO 16,379 42,807 August PACW IPCO 15,977 9,724 Attachment E Page 80 of 178 PACW NWMT 0 0 PACW PGE 80,891 81,312 PACW PSEI 25,966 24,939 PACW SCL 1,914 1,712 PGE AVA 3 0 PGE BPAT 35,848 41,276 PGE CISO 20,442 17,829 PGE NWMT 79 0 PGE PACW 27,376 27,204 PGE PSEI 0 0 PGE SCL 1,559 1,385 PGE TPWR 0 0 PNM AZPS 37,441 33,201 PNM SRP 6,152 3,763 PNM TEPC 45,943 41,436 PSEI AVA 0 0 PSEI BPAT 30,712 33,488 PSEI IPCO 0 0 PSEI NWMT 1 0 PSEI PACW 73 79 PSEI PGE 0 0 August PSEI PWRX 6,749 8,380 PSEI SCL 20,398 18,122 PSEI TPWR 12,970 15,651 PWRX BPAT 7,231 583 PWRX CISO 0 0 PWRX PSEI 19,494 19,059 SCL AVA 3 0 Attachment E Page 81 of 178 SCL BPAT 545 782 SCL IPCO 5,395 5,730 SCL PACW 809 998 SCL PGE 932 1,139 SCL PSEI 4,629 6,210 SRP AZPS 20,286 20,549 SRP CISO 71,162 57,540 SRP PACE 0 0 SRP PNM 53 114 SRP TEPC 46,543 57,784 TEPC AZPS 387 0 TEPC CISO 29,147 21,185 TEPC LADWP 0 0 TEPC PACE 10 117 TEPC PNM 4,341 4,973 TEPC SRP 5,086 3,392 TIDC BANC 266 0 TIDC CISO 20,930 18,151 TPWR AVA 77 6 TPWR BPAT 5,670 6,957 TPWR NWMT 0 0 TPWR PGE 209 131 TPWR PSEI 4,755 5,025 September AVA BPAT 18,123 14,394 AVA CISO 0 0 AVA IPCO 14,896 13,290 AVA NWMT 2,030 1,354 AVA PACW 1,944 1,400 Attachment E Page 82 of 178 AVA PGE 0 0 AVA PSEI 0 0 AVA SCL 16 0 AVA TPWR 0 0 AZPS CISO 234,246 177,401 AZPS LADWP 8,326 7,989 AZPS NEVP 2,241 4,389 AZPS PACE 7,104 9,205 AZPS PNM 9,952 7,659 AZPS SRP 22,526 18,355 September AZPS TEPC 18,388 18,700 BANC BPAT 0 0 BANC CISO 11,799 7,632 BANC TIDC 552 0 BPAT AVA 4,455 2,362 BPAT BANC 0 0 BPAT CISO 12,375 21,295 BPAT IPCO 567 0 BPAT LADWP 0 0 BPAT NEVP 0 0 BPAT NWMT 7,547 304 BPAT PACW 2,971 2,139 BPAT PGE 16,957 12,621 BPAT PSEI 12,719 12,944 BPAT PWRX 4,143 81 BPAT SCL 2,295 1,885 BPAT TPWR 10,946 13,156 CISO AVA 0 0 Attachment E Page 83 of 178 CISO AZPS 11,956 16,177 CISO BANC 143,077 149,790 CISO BPAT 5,351 10,692 CISO LADWP 16,402 22,901 CISO NEVP 10,777 11,392 CISO PACW 3,230 16,696 CISO PGE 23,217 47,448 CISO PWRX 229,900 249,969 CISO SRP 47,912 56,189 CISO TEPC 416 844 September CISO TIDC 9,065 9,707 IPCO AVA 31,064 26,177 IPCO BPAT 1,290 221 IPCO NEVP 70,187 52,886 IPCO NWMT 410 608 IPCO PACE 3,251 818 IPCO PACW 33,522 29,507 IPCO PSEI 0 0 IPCO SCL 13,054 12,379 LADWP AZPS 3,177 3,905 LADWP BPAT 0 0 LADWP CISO 149,927 122,421 LADWP NEVP 5,265 7,184 LADWP PACE 24,443 27,507 LADWP TEPC 0 0 NEVP AZPS 6,718 7,215 NEVP BPAT 0 0 September NEVP CISO 305,456 228,955 Attachment E Page 84 of 178 NEVP IPCO 26,060 24,227 NEVP LADWP 43,986 51,704 NEVP PACE 5,765 6,771 NWMT AVA 40,759 41,672 NWMT BPAT 13,608 10,591 NWMT IPCO 10,801 10,932 NWMT PACE 5,765 2,340 NWMT PACW 74 0 NWMT PGE 84 0 NWMT PSEI 82 0 NWMT TPWR 0 0 PACE AZPS 141,534 127,193 PACE IPCO 148,341 151,578 PACE LADWP 116,789 109,709 PACE NEVP 122,613 107,518 PACE NWMT 32,296 31,501 PACE PACW 82,690 96,101 PACE SRP 0 0 PACE TEPC 11,498 10,424 PACW AVA 1,626 2,035 PACW BPAT 6,384 3,608 PACW CISO 33,666 71,934 PACW IPCO 13,402 6,459 PACW NWMT 5 0 PACW PGE 84,844 87,308 PACW PSEI 30,665 29,379 PACW SCL 1,922 1,812 September PGE AVA 2 0 Attachment E Page 85 of 178 PGE BPAT 37,426 42,258 PGE CISO 26,559 24,204 PGE NWMT 64 0 PGE PACW 19,576 17,835 PGE PSEI 0 0 PGE SCL 1,551 1,556 PGE TPWR 0 0 PNM AZPS 52,812 53,044 PNM SRP 15,002 11,113 PNM TEPC 38,111 36,732 PSEI AVA 0 0 PSEI BPAT 31,606 33,574 PSEI IPCO 0 0 PSEI NWMT 1 0 PSEI PACW 2 0 PSEI PGE 0 0 PSEI PWRX 17,690 18,331 PSEI SCL 10,638 8,578 PSEI TPWR 8,836 10,706 PWRX BPAT 4,025 0 PWRX CISO 0 0 PWRX PSEI 7,260 7,661 SCL AVA 16 0 SCL BPAT 1,378 2,707 SCL IPCO 3,048 2,942 SCL PACW 584 673 SCL PGE 905 978 September SCL PSEI 10,624 14,678 Attachment E Page 86 of 178 TABLE 2: Energy transfers (MWh) in the FMM and RTD markets for Q3 2022 SRP AZPS 8,100 8,178 SRP CISO 141,472 128,941 SRP PACE 0 0 SRP PNM 14 11 SRP TEPC 29,538 36,782 TEPC AZPS 595 100 TEPC CISO 73,757 62,516 TEPC LADWP 0 0 TEPC PACE 23 198 TEPC PNM 5,895 4,557 TEPC SRP 7,907 5,482 TIDC BANC 300 134 TIDC CISO 14,726 12,930 TPWR AVA 0 0 TPWR BPAT 7,326 7,937 TPWR NWMT 0 0 TPWR PGE 0 0 TPWR PSEI 8,310 9,591 Attachment E Page 87 of 178 GRAPH 2: Estimated maximum transfer capacity WHEEL-THROUGH TRANSFERS As the footprint of the WEIM grows, wheel-through transfers may become more common. In order to derive the wheel-through transfers for each WEIM BAA, the ISO uses the following calculation for every real-time interval dispatch: • Total import: summation of transfers above base transfers coming into the WEIM BAA under analysis Attachment E Page 88 of 178 • Total export: summation of all transfers above base transfers going out of the WEIM BAA under analysis • Net import: the maximum of zero or the difference between total imports and total exports • Net export: the maximum of zero or the difference between total exports and total imports • Wheel-through: the minimum of the WEIM transfers into (total import) or WEIM transfer out (total export) of a BAA for a given interval All wheel-through transfers are summed over both the month and the quarter. Currently, a WEIM entity facilitating a wheel through receives no direct financial benefit for facilitating the wheel; only the sink and source directly benefit. As part of the WEIM Consolidated Initiatives stakeholder process, the ISO committed to monitoring the wheel through volumes to assess whether, after the addition of new WEIM entities, there is a potential future need to pursue a market solution to address the equitable sharing of wheeling benefits. The ISO will continue to track the volume of wheel-through transfers in the WEIM market in the quarterly reports. This volume reflects the total wheel-through transfers for each WEIM BAA, regardless of the potential paths used to wheel through. The net imports and exports estimated in this section reflect the overall volume of net imports and exports; in contrast, the imports and exports provided in Table 2 reflect the gross transfers between two WEIM BAAs. The metric is measured as energy in MWh for each month and the corresponding calendar quarter, as shown in Tables 3 through 6 and Graphs 3 through 6. BAA Net Export Net Import Wheel Through AVA 43,479 166,138 29,698 AZPS 259,011 266,659 467,402 BANC 18,674 526,589 - BPAT 123,665 183,208 99,692 CISO 915,264 1,081,334 683,121 IPCO 65,844 312,802 207,171 LADWP 168,958 353,418 281,453 NEVP 451,416 194,216 317,674 NWMT 94,441 37,640 78,752 Attachment E Page 89 of 178 PACE 1,513,934 41,793 129,841 PACW 177,993 107,545 335,268 PGE 99,617 275,591 138,039 PNM 193,620 74,094 34,629 PSEI 119,444 104,643 94,047 PWRX 16,901 363,914 21,023 SCL 30,482 48,693 28,161 SRP 345,373 234,363 85,983 TEPC 125,449 379,861 12,217 TIDC 44,879 24,518 - TPWR 11,158 42,580 28,996 TABLE 3: Estimated wheel-through transfers in Q3 2022 GRAPH 3: Estimated wheel-through transfers in Q3 2022 Attachment E Page 90 of 178 BAA Net Export Net Import Wheel Through AVA 22,848 54,990 15,462 AZPS 30,459 110,147 163,004 BANC 3,272 100,837 137 CISO 494,339 255,490 102,212 IPCO 46,954 57,693 88,700 LADWP 41,281 98,879 82,243 NEVP 55,128 82,111 84,004 NWMT 17,552 15,316 22,431 PACE 294,558 27,639 79,755 PACW 72,220 53,570 111,828 PGE 41,277 49,303 16,987 PNM 52,128 14,956 1,436 PSEI 29,559 49,335 31,492 PWRX 10,937 47,051 10,312 SCL 13,337 16,984 7,077 SRP 45,994 238,211 2,708 TIDC 12,011 12,809 147 TPWR 8,702 7,234 8,205 BAA Net Export Net Import Wheel Through AVA 14,129 50,723 4,595 AZPS 75,394 103,532 168,074 BANC 5,031 182,290 - BPAT 67,084 38,154 23,983 Attachment E Page 91 of 178 CISO 436,627 233,317 160,714 IPCO 13,671 139,927 33,619 LADWP 40,727 146,128 87,831 NEVP 142,209 57,080 97,950 NWMT 13,629 21,556 27,388 PACE 430,188 30,141 37,533 PACW 56,045 42,834 77,129 PGE 25,325 78,614 38,784 PNM 33,020 53,684 15,940 PSEI 35,966 27,218 30,615 PWRX 5,968 62,283 4,653 SCL 14,612 9,752 7,195 SRP 87,160 113,030 34,298 TEPC 34,826 135,520 320 TIDC 13,664 7,916 - TPWR 2,601 14,179 7,906 TABLE 4: Estimated wheel-through transfers in July 2022 Attachment E Page 92 of 178 GRAPH 4: Estimated wheel-through transfers in July 2022 BAA Net Export Net Import Wheel Through AVA 14,248 58,505 9,767 AZPS 83,439 90,836 155,808 BANC 6,010 194,375 - BPAT 30,932 60,211 34,570 CISO 211,845 314,800 197,394 IPCO 32,987 66,855 70,143 LADWP 48,708 96,479 112,129 NEVP 129,850 93,282 80,208 NWMT 42,524 9,565 24,116 PACE 492,409 4,493 49,620 PACW 51,125 35,080 123,420 PGE 35,381 95,563 52,312 PNM 64,522 12,996 13,879 Attachment E Page 93 of 178 PSEI 43,875 34,759 31,846 PWRX 10,145 40,123 9,497 SCL 5,851 24,690 9,008 SRP 111,866 57,760 24,120 TEPC 26,811 149,901 2,856 TIDC 18,151 6,896 - TPWR 3,532 17,041 8,587 TABLE 5: Estimated wheel-through transfers in August 2022 GRAPH 5: Estimated wheel-through transfers in August 2022 BAA Net Export Net Import Wheel Through AVA 15,102 56,910 15,336 AZPS 100,178 72,291 143,520 BANC 7,632 149,924 - Attachment E Page 94 of 178 BPAT 25,648 84,843 41,139 CISO 266,792 533,217 325,013 IPCO 19,186 106,019 103,409 LADWP 79,524 110,811 81,493 NEVP 179,357 43,854 139,516 NWMT 38,288 6,519 27,248 PACE 591,336 7,159 42,688 PACW 70,822 29,631 134,719 PGE 38,911 101,414 46,942 PNM 96,078 7,415 4,811 PSEI 39,603 42,666 31,587 PWRX 788 261,509 6,873 SCL 10,019 14,251 11,959 SRP 146,347 63,574 27,565 TEPC 63,811 94,440 9,041 TIDC 13,064 9,707 - TPWR 5,025 11,359 12,503 TABLE 6: Estimated wheel-through transfers in September 2022 Attachment E Page 95 of 178 GRAPH 6: Estimated wheel-through transfers in September 2022 REDUCED RENEWABLE CURTAILMENT AND GHG REDUCTIONS The WEIM benefit calculation includes the economic benefits that can be attributed to avoided renewable curtailment within the ISO footprint. If not for energy transfers facilitated by the WEIM, some renewable generation located within the ISO would have been curtailed via either economic or exceptional dispatch. The total avoided renewable curtailment volume in MWh for Q3 2022 was calculated to be 20,691 MWh (July) + 9,471 MWh (August) + 12,306 MWh (September) = 42,468 MWh total. There are environmental benefits of avoided renewable curtailment as well. Under the assumption that avoided renewable curtailments displace production from other resources at a default emission rate of 0.428 metric tons CO2/MWh, avoided curtailments displaced an estimated 18,176 metric tons of CO2 for Q3 2022. Avoided renewable curtailments also may have contributed to an increased volume of renewable credits that would otherwise have been unavailable. This report does not quantify the additional value in dollars associated with this benefit. Total estimated reductions in the curtailment of renewable energy in the ISO footprint, along with the associated reductions in CO2, are shown in Table 7. Year Quarter MWh Eq. Tons CO2 1 8,860 3,792 2015 2 3,629 1,553 3 828 354 4 17,765 7,521 Attachment E Page 96 of 178 1 112,948 48,342 2016 2 158,806 67,969 3 33,094 14,164 4 23,390 10,011 1 52,651 22,535 2017 2 67,055 28,700 3 23,331 9,986 4 18,060 7,730 1 65,860 28,188 2018 2 129,128 55,267 3 19,032 8,146 4 23,425 10,026 1 52,254 22,365 2019 2 132,937 56,897 3 33,843 14,485 4 35,254 15,089 1 86,740 37,125 2020 2 147,514 63,136 3 37,548 16,071 4 39,956 17,101 2021 1 76,147 32,591 2 109,059 46,677 3 23,042 9,862 4 38,044 16,283 2022 1 94,168 40,304 2 118,352 50,655 3 42,468 18,176 Total 1,825,188 781,101 TABLE 7: Total reduction in curtailment of renewable energy and associated reductions in CO2 Attachment E Page 97 of 178 FLEXIBLE RAMPING PROCUREMENT DIVERSITY SAVINGS The WEIM facilitates procurement of flexible ramping capacity in the FMM to address variability that may occur in the RTD. Because variability across different BAAs may happen in opposite directions, the flexible ramping requirement for the entire WEIM footprint can be less than the sum of individual BAA’s requirements. This difference is known as flexible ramping procurement diversity savings. Starting in 2016, the ISO replaced the flexible ramping constraint with flexible ramping products that provide both upward and downward ramping. The minimum and maximum flexible ramping requirements for each BAA and for each direction are listed in Table 8. Month BAA Direction Minimum requirement Maximum requirement AVA up 14 71 July AZPS up 51 318 BANC up 4 147 BPAT up 102 460 CISO up 443 2,453 IPCO up 76 216 LADWP up 65 456 NEVP up 72 370 NWMT up 17 128 PACE up 108 592 PACW up 50 189 PGE up 56 223 PNM up 35 200 PSEI up 42 199 PWRX up 48 235 SCL up 4 34 SRP up 42 262 TEPC up 52 132 TIDC up 2 15 TPWR up 3 17 ALL EIM up 558 2,624 AVA down 20 78 Attachment E Page 98 of 178 AZPS down 30 390 BANC down 2 154 BPAT down 138 402 July CISO down 108 1,322 IPCO down 52 301 LADWP down 59 289 NEVP down 50 360 NWMT down 44 171 PACE down 111 652 PACW down 59 208 PGE down 55 286 PNM down 37 182 PSEI down 31 198 PWRX down 67 246 SCL down 1 28 SRP down 37 175 TEPC down 30 110 TIDC down 2 23 TPWR down 3 24 ALL EIM down 370 1,852 AVA up 16 65 August AZPS up 46 344 BANC up 10 82 BPAT up 109 460 CISO up 355 2,608 IPCO up 60 216 LADWP up 47 415 NEVP up 63 423 NWMT up 19 111 PACE up 132 592 PACW up 42 186 Attachment E Page 99 of 178 PGE up 60 223 PNM up 40 200 PSEI up 28 161 PWRX up 61 223 August SCL up 4 41 SRP up 58 262 TEPC up 44 129 TIDC up 2 15 TPWR up 2 15 ALL WEIM up 636 2,713 AVA down 22 71 AZPS down 42 390 BANC down 2 154 BPAT down 127 401 CISO down 167 1,003 IPCO down 40 214 LADWP down 72 289 NEVP down 23 360 NWMT down 44 171 PACE down 164 652 PACW down 52 203 PGE down 39 257 PNM down 37 182 PSEI down 29 198 PWRX down 57 246 SCL down 0 24 SRP down 34 169 TEPC down 40 110 TIDC down 2 26 TPWR down 3 19 ALL EIM down 261 1,569 Attachment E Page 100 of 178 September AVA up 18 95 AZPS up 54 315 BANC up 8 76 BPAT up 82 481 CISO up 371 2,758 IPCO up 47 213 LADWP up 61 390 NEVP up 54 410 NWMT up 17 111 PACE up 108 651 PACW up 34 130 PGE up 60 259 PNM up 40 194 PSEI up 28 147 PWRX up 62 247 SCL up 4 41 SRP up 46 296 TEPC up 34 221 TIDC up 2 19 TPWR up 2 15 ALL WEIM up 636 2,510 AVA down 18 113 AZPS down 41 385 BANC down 9 134 BPAT down 120 639 CISO down 135 1,145 IPCO down 40 170 LADWP down 62 364 NEVP down 31 471 NWMT down 40 168 PACE down 111 689 Attachment E Page 101 of 178 September PACW down 33 160 PGE down 38 185 PNM down 38 229 PSEI down 26 213 PWRX down 57 307 SCL down 2 26 SRP down 25 544 TEPC down 37 215 TIDC down 3 32 TPWR down 3 18 ALL WEIM down 226 1,645 Table 8: Flexible ramping requirements The flexible ramping procurement diversity savings for all the intervals averaged over the month are shown in Table 9. The percentage savings is the average MW savings divided by the sum of the individual BAA requirements. July August September Direction Up Down Up Down Up Down Average MW saving 1,909 1,912 1,886 1,917 1,708 1,928 Sum of BAA requirements 3,336 2,877 3,356 2,954 3,175 2,934 Percentage savings 57% 66% 56% 65% 54% 66% Table 9: Flexible ramping procurement diversity savings in Q3 2022 Flexible ramping capacity may be used in RTD to handle uncertainties in the future interval. The RTD flexible ramping capacity is prorated to each BAA. Flexible ramping surplus MW is defined as the awarded flexible ramping capacity in RTD minus its share, and the flexible ramping surplus cost is defined as the flexible ramping surplus MW multiplied by the flexible ramping WEIM-wide marginal price. A positive flexible ramping surplus MW is the capacity that a BAA provided to help other BAAs, and a negative flexible ramping surplus MW is the capacity that a BAA received from other BAAs. The EIM dispatch cost for a BAA with positive flexible ramping surplus MW is increased because some capacities are used to help other BAAs. The flexible ramping surplus cost is subtracted from the BAA’s WEIM dispatch cost to reflect the true dispatch cost of a BAA. Please see the Benefit Report Methodology for more details. Attachment E Page 102 of 178 CONCLUSION Using state-of-the-art technology to find and deliver low-cost energy to meet real-time demand, the WEIM demonstrates that utilities can realize financial and operational benefits through increased coordination and optimization. In addition to these benefits, the WEIM provides significant environmental benefits through the reduction of renewable curtailments during periods of oversupply. Sharing resources across a larger geographic area reduces greenhouse gas emissions by using renewable generation that otherwise would have been turned off. The quantified environmental benefits from avoided curtailments of renewable generation from 2015 to-date reached 781,101 metric tons of CO2, roughly the equivalent of avoiding the emissions from 164,223 passenger cars driven for one year. Attachment E Page 103 of 178 APPENDIX 1: GLOSSARY OF ABBREVIATIONS Abbreviation Description APS Arizona Public Service AVA Avista Utilities BAA Balancing Authority Area BANC Balancing Authority of Northern California BPA Bonneville Power Administration CISO, ISO California ISO EIM Energy Imbalance Market FMM Fifteen Minute Market GHG Greenhouse Gas IPCO Idaho Power LADWP Los Angeles Department of Water and Power MW Megawatt MWh Megawatt-Hour NVE NV Energy PAC PacifiCorp PACE PacifiCorp East PACW PacifiCorp West PGE Portland General Electric PSE Puget Sound Energy PWRX Powerex RTD Real Time Dispatch SCL Seattle City Light SRP Salt River Project TEP Tucson Electric Power TID Turlock Irrigation District TPWR Tacoma Power WEIM Western Energy Imbalance Market Attachment E Page 104 of 178 Western Energy Imbalance Market Benefits Fourth Quarter 2022 January 30, 2023 Attachment E Page 105 of 178 CONTENTS EXECUTIVE SUMMARY ........................................................................................................... 3 BACKGROUND ......................................................................................................................... 4 WEIM ECONOMIC BENEFITS IN Q4 2022 ............................................................................... 4 CUMULATIVE ECONOMIC BENEFITS SINCE INCEPTION ................................................................... 5 INTER-REGIONAL TRANSFERS ............................................................................................................. 6 WHEEL-THROUGH TRANSFERS ......................................................................................................... 22 REDUCED RENEWABLE CURTAILMENT AND GHG REDUCTIONS ....................................29 FLEXIBLE RAMPING PROCUREMENT DIVERSITY SAVINGS ..............................................31 CONCLUSION ..........................................................................................................................36 APPENDIX 1: GLOSSARY OF ABBREVIATIONS...................................................................37 Attachment E Page 106 of 178 EXECUTIVE SUMMARY This report presents the benefits associated with participation in the Western Energy Imbalance Market (WEIM). The measured benefits of participation in the WEIM include cost savings, increased integration of renewable energy, and improved operational efficiencies including the reduction of the need for real-time flexible reserves. This analysis demonstrates the benefit of economic dispatch in the real time market across a larger WEIM footprint with diverse resources and geography. Q4 2022 Gross Benefits by Participant (millions $) Arizona Public Service $34.87 Avista $9.73 BANC $83.44 BPA $12.96 California ISO $88.53 Idaho Power $17.18 LADWP $25.17 NV Energy $42.33 NorthWestern Energy $12.95 PacifiCorp $53.87 Portland General Electric $21.11 PNM $11.55 Puget Sound Energy $14.81 Powerex $3.45 Seattle City Light $4.71 Salt River Project $31.04 Tacoma Power $4.07 TEP $11.21 TID $2.31 Total $485.29 Gross benefits from WEIM since November 2014 $3.40 billion ECONOMICAL $485.29 M Gross benefits realized due to more efficient inter-and intra-regional dispatch in the Fifteen-Minute Market (FMM) and Real-Time Dispatch (RTD)* ENVIRONMENTAL 10,960 Metric tons of CO2** avoided curtailments OPERATIONAL 58% Average reduction in flexibility reserves across the footprint 2022 Q4 BENEFITS Attachment E Page 107 of 178 *WEIM Quarterly Benefit Report Methodology: https://www.westerneim.com/Documents/EIM-BenefitMethodology.pdf. **The GHG emission reduction reported is associated with the avoided curtailment only. The current market process and counterfactual methodology cannot differentiate the GHG emissions resulting from serving ISO load via the EIM versus dispatch that would have occurred external to the ISO without the WEIM. For more details, see http://www.caiso.com/Documents/GreenhouseGasEmissionsTrackingReport-FrequentlyAskedQuestions.pdf BACKGROUND The Western EIM began financially binding operation on November 1, 2014 by optimizing resources across the ISO and PacifiCorp Balancing Authority Areas (BAAs). NV Energy began participating in December 2015, Arizona Public Service and Puget Sound Energy began participating in October 2016, and Portland General Electric began participating in October 2017. Idaho Power and Powerex began participating in April 2018, and the Balancing Authority of Northern California (BANC) began participating in April 2019. Seattle City Light and Salt River Project began participating in April 2020. In 2021, new balancing authorities began participating in the Western EIM, with the Turlock Irrigation District (TID) in March 2021, the second phase of BANC in March 2021, and the Los Angeles Department of Water and Power (LADWP) and Public Service Company of New Mexico (PNM) in April 2021, followed by NorthWestern Energy (NWMT) starting in June 2021. Avista Utilities (AVA) and Tacoma Power (TPWR), two utilities serving a combined 600,000 electric customers in the Pacific Northwest, became the newest members of the WEIM, with both beginning their participation on March 2, 2022. On May 3, 2022, the Bonneville Power Administration (BPA) and Tucson Electric Power (TEP) both Joined the WEIM. The Western EIM footprint now includes portions of Arizona, California, Idaho, Montana, Nevada, New Mexico, Oregon, Utah, Washington, Wyoming, and extends to the border with Canada. WEIM ECONOMIC BENEFITS IN Q4 2022 Table 1 shows the estimated WEIM gross benefits by each region per month1. The monthly savings presented show $99.25 million for October, $129.34 million for November, and $256.70 million for December with a total estimated benefit of $485.29 million for this quarter2. This level of WEIM benefits accrued from having additional WEIM areas participating in the market and economical transfers displacing more expensive generation. 1 The WEIM benefits reported here are calculated based on available data. Intervals without complete data are excluded in the calculation. The intervals excluded due to unavailable data are normally within a few percent points of the total intervals. 2 For several quarterly estimates, CAISO benefits were calculated on a variation of the counterfactual methodology. For CAISO only the logic had considered offline resources as part of the bid stack in the counterfactual. In Q4 2021, CAISO identified some questionable results that drove persistent negative benefits for CAISO when considering offline resources. Since Q4 2021, the benefit calculation for CAISO area follows the same methodology applicable to all WEIM entities in which only online resources are used. Attachment E Page 108 of 178 Region October November December Total APS $4.68 $3.32 $26.87 $34.87 AVA $1.60 $2.43 $5.70 $9.73 BANC $13.91 $24.57 $44.96 $83.44 BPA $2.15 $2.24 $8.57 $12.96 CISO $26.39 $40.63 $21.51 $88.53 IPCO $3.92 $4.00 $9.26 $17.18 LADWP $3.72 $6.74 $14.71 $25.17 NVE $7.38 $9.69 $25.26 $42.33 NWMT $2.83 $1.68 $8.44 $12.95 PAC $12.40 $10.85 $30.62 $53.87 PGE $3.73 $4.67 $12.71 $21.11 PNM $2.19 $2.50 $6.86 $11.55 PSE $2.11 $2.60 $10.10 $14.81 PWRX $0.52 $0.18 $2.75 $3.45 SCL $0.97 $1.07 $2.67 $4.71 SRP $6.63 $8.51 $15.90 $31.04 TPWR $0.59 $0.95 $2.53 $4.07 TEP $3.01 $1.90 $6.30 $11.21 TID $0.52 $0.81 $0.98 $2.31 Total $99.25 $129.34 $256.70 $485.29 TABLE 1: Q4 2022 benefits in millions USD CUMULATIVE ECONOMIC BENEFITS SINCE INCEPTION Since the start of the WEIM in November 2014, the cumulative economic benefits of the market have totaled $3.40 billion. The quarterly benefits have grown over time as a result of the participation of new BAAs, which results in benefits for both the individual BAA but also compounds the benefits to adjacent BAAs through additional transfers. The ISO began publishing quarterly WEIM benefit reports in April 2015.3 Graph 1 illustrates the gross economic benefits of the WEIM by quarter for each participating BAA. 3 Prior reports are available at https://www.westerneim.com/Pages/About/QuarterlyBenefits.aspx Attachment E Page 109 of 178 GRAPH 1: Cumulative economic benefits for each quarter by BAA INTER-REGIONAL TRANSFERS A significant contributor to EIM benefits is transfers across balancing areas, providing access to lower cost supply, while factoring in the cost of compliance with greenhouse gas (GHG) emissions regulations when energy is transferred into the ISO. As such, the transfer volumes are a good indicator of a portion of the benefits attributed to the WEIM. Transfers can take place in both the 15-Minute Market and Real-Time Dispatch (RTD). Generally, transfer limits are based on transmission and interchange rights that participating balancing authority areas make available to the WEIM, with the exception of the PacifiCorp West (PACW) -ISO transfer limit and the Portland General Electric (PGE) -ISO transfer limit in RTD. These RTD transfer capacities between PACW/PGE and the ISO are determined based on the allocated dynamic transfer capability driven by system operating conditions. This report does not quantify a BAA’s opportunity cost that the utility considered when using its transfer rights for the EIM. Table 2 provides the 15-minute and 5-minute WEIM transfer volumes with base schedule transfers excluded. The WEIM entities submit inter-BAA transfers in their base schedules. The benefits quantified in this report are only attributable to the transfers that occurred through the WEIM. The benefits do not include any transfers attributed to transfers submitted in the base schedules that are scheduled prior to the start of the EIM. The transfer from BAA_x to BAA_y and the transfer from BAA_y to BAA_x are separately reported. For example, if there is a 100 Megawatt-Hour (MWh) transfer during a 5-minute interval, in addition to a base transfer from ISO to NVE, it will be reported as 100 MWh from_BAA ISO to_BAA NEVP, and 0 MWh from_BAA NEVP to_BAA ISO in the opposite Attachment E Page 110 of 178 direction. The 15-minute transfer volume is the result of optimization in the 15-minute market using all bids and base schedules submitted into the WEIM. The 5-minute transfer volume is the result of optimization using all bids and base schedules submitted into WEIM, based on unit commitments determined in the 15-minute market optimization. The maximum transfer capacities between WEIM entities are shown in Graph 2 below. Month From BAA To BAA 15min WEIM transfer (15m – base) 5min WEIM transfer (5m – base) AVA BPAT 15,158 12,587 October AVA CISO 0 0 AVA IPCO 26,459 30,539 AVA NWMT 1,270 1,446 AVA PACW 1,320 1,715 AVA PGE 0 0 AVA PSEI 48 0 AVA SCL 3 0 AVA TPWR 0 0 AZPS CISO 192,466 157,183 AZPS LADWP 21,821 24,761 AZPS NEVP 4,788 7,232 AZPS PACE 18,644 12,065 AZPS PNM 7,838 11,773 AZPS SRP 6,054 4,026 AZPS TEPC 14,440 16,207 BANC BPAT 0 0 BANC CISO 975 2,168 BANC TIDC 32 0 BPAT AVA 7,866 9,835 BPAT BANC 0 0 BPAT CISO 22,265 28,438 BPAT IPCO 1,871 0 Attachment E Page 111 of 178 October BPAT LADWP 0 0 BPAT NEVP 0 0 BPAT NWMT 5,158 3,882 BPAT PACW 1,618 2,544 BPAT PGE 18,376 19,890 BPAT PSEI 15,371 13,882 BPAT PWRX 3,154 116 BPAT SCL 2,308 2,148 BPAT TPWR 7,834 8,742 CISO AVA 0 0 CISO AZPS 10,968 10,765 CISO BANC 176,979 181,497 CISO BPAT 29,414 37,685 CISO LADWP 32,588 41,322 CISO NEVP 7,163 9,378 CISO PACW 3,856 23,974 CISO PGE 19,121 32,229 CISO PWRX 182,958 202,784 CISO SRP 39,021 47,568 CISO TEPC 0 50 CISO TIDC 2,904 3,495 IPCO AVA 18,149 15,602 IPCO BPAT 1,447 24 IPCO NEVP 17,199 15,814 IPCO NWMT 129 329 IPCO PACE 3,919 2,623 IPCO PACW 19,330 16,217 October IPCO PSEI 0 0 Attachment E Page 112 of 178 IPCO SCL 3,050 2,414 October LADWP AZPS 1,020 783 LADWP BPAT 0 0 LADWP CISO 72,253 60,516 LADWP NEVP 13,252 14,137 LADWP PACE 36,626 40,015 LADWP TEPC 0 0 NEVP AZPS 2,331 2,585 NEVP BPAT 0 0 NEVP CISO 151,640 113,102 NEVP IPCO 80,489 71,536 NEVP LADWP 51,010 56,748 NEVP PACE 9,150 5,830 NWMT AVA 17,794 16,950 NWMT BPAT 16,143 11,477 NWMT IPCO 26,879 29,525 NWMT PACE 10,900 6,778 NWMT PACW 46 0 NWMT PGE 2 0 NWMT PSEI 0 0 NWMT TPWR 1,668 1,410 PACE AZPS 60,262 64,728 PACE IPCO 116,013 124,712 PACE LADWP 38,487 33,775 PACE NEVP 58,737 55,391 PACE NWMT 12,863 10,755 PACE PACW 29,618 25,279 October PACE SRP 0 0 Attachment E Page 113 of 178 PACE TEPC 702 2,084 October PACW AVA 2,440 2,992 PACW BPAT 6,910 6,058 PACW CISO 41,606 59,413 PACW IPCO 15,321 19,077 PACW NWMT 0 0 PACW PGE 38,473 33,653 PACW PSEI 23,217 20,909 PACW SCL 1,460 1,189 PGE AVA 0 0 PGE BPAT 40,539 38,923 PGE CISO 18,375 16,560 PGE NWMT 0 0 PGE PACW 19,409 31,612 PGE PSEI 0 0 PGE SCL 1,402 1,059 PGE TPWR 1,834 1,837 PNM AZPS 50,316 42,351 PNM SRP 1,609 1,431 PNM TEPC 24,024 22,571 PSEI AVA 0 0 PSEI BPAT 14,148 19,217 PSEI IPCO 0 0 PSEI NWMT 2 0 PSEI PACW 0 0 PSEI PGE 0 0 PSEI PWRX 18,178 18,857 October PSEI SCL 8,355 7,596 Attachment E Page 114 of 178 PSEI TPWR 6,452 11,381 October PWRX BPAT 3,299 218 PWRX CISO 0 0 PWRX PSEI 8,918 10,556 SCL AVA 0 0 SCL BPAT 1,138 2,710 SCL IPCO 1,775 2,887 SCL PACW 669 1,147 SCL PGE 831 1,382 SCL PSEI 5,400 10,023 SRP AZPS 7,000 8,635 SRP CISO 169,609 159,863 SRP PACE 0 0 SRP PNM 92 189 SRP TEPC 31,310 38,448 TEPC AZPS 649 0 TEPC CISO 46,986 42,114 TEPC LADWP 0 0 TEPC PACE 7 27 TEPC PNM 5,722 5,558 TEPC SRP 2,796 2,212 TIDC BANC 36 0 TIDC CISO 19,733 18,321 TPWR AVA 0 0 TPWR BPAT 8,764 12,810 TPWR NWMT 670 1,113 TPWR PGE 607 1,156 TPWR PSEI 10,490 9,840 Attachment E Page 115 of 178 November AVA BPAT 9,872 9,792 AVA CISO 0 0 AVA IPCO 27,850 24,185 AVA NWMT 5,106 5,780 AVA PACW 2,175 2,744 AVA PGE 48 0 AVA PSEI 0 0 AVA SCL 0 0 AVA TPWR 0 0 AZPS CISO 169,811 123,910 AZPS LADWP 17,593 13,016 AZPS NEVP 9,297 11,454 AZPS PACE 25,509 23,635 AZPS PNM 18,378 24,773 AZPS SRP 5,415 4,088 AZPS TEPC 3,491 3,962 BANC BPAT 0 0 BANC CISO 405 233 BANC TIDC 25 0 BPAT AVA 8,159 6,366 BPAT BANC 0 0 BPAT CISO 9,885 16,776 BPAT IPCO 2,127 0 BPAT LADWP 0 0 BPAT NEVP 0 0 BPAT NWMT 9,659 4,329 BPAT PACW 4,465 5,948 November BPAT PGE 22,607 20,730 Attachment E Page 116 of 178 BPAT PSEI 13,237 13,088 November BPAT PWRX 4,764 0 BPAT SCL 2,841 2,101 BPAT TPWR 11,212 12,518 CISO AVA 0 0 CISO AZPS 17,159 20,078 CISO BANC 234,883 238,370 CISO BPAT 18,391 24,670 CISO LADWP 22,495 26,855 CISO NEVP 17,012 20,969 CISO PACW 18,738 38,561 CISO PGE 22,570 37,719 CISO PWRX 116,263 128,587 CISO SRP 26,378 33,224 CISO TEPC 0 0 CISO TIDC 3,407 3,462 IPCO AVA 14,643 14,186 IPCO BPAT 1,816 0 IPCO NEVP 38,862 22,356 IPCO NWMT 534 1,004 IPCO PACE 3,679 2,057 IPCO PACW 11,779 17,466 IPCO PSEI 0 0 IPCO SCL 5,841 5,584 LADWP AZPS 1,470 1,894 LADWP BPAT 0 0 LADWP CISO 101,230 92,703 November LADWP NEVP 15,365 19,462 Attachment E Page 117 of 178 LADWP PACE 20,870 23,045 November LADWP TEPC 0 0 NEVP AZPS 1,685 3,980 NEVP BPAT 0 0 NEVP CISO 172,364 121,695 NEVP IPCO 39,730 38,318 NEVP LADWP 20,804 26,069 NEVP PACE 18,659 16,759 NWMT AVA 13,472 13,343 NWMT BPAT 10,242 6,741 NWMT IPCO 13,944 13,045 NWMT PACE 12,126 6,640 NWMT PACW 5 0 NWMT PGE 12 0 NWMT PSEI 28 0 NWMT TPWR 0 0 PACE AZPS 62,929 66,771 PACE IPCO 75,414 73,707 PACE LADWP 23,204 21,709 PACE NEVP 86,307 75,628 PACE NWMT 12,517 15,086 PACE PACW 24,706 25,635 PACE SRP 0 0 PACE TEPC 267 770 PACW AVA 6,109 6,452 PACW BPAT 9,244 6,035 PACW CISO 64,046 92,137 November PACW IPCO 19,534 23,428 Attachment E Page 118 of 178 PACW NWMT 7 0 November PACW PGE 33,945 31,961 PACW PSEI 19,253 18,488 PACW SCL 1,479 1,248 PGE AVA 0 0 PGE BPAT 36,874 37,663 PGE CISO 44,156 41,706 PGE NWMT 22 0 PGE PACW 19,603 31,002 PGE PSEI 0 0 PGE SCL 1,420 1,244 PGE TPWR 0 0 PNM AZPS 51,866 39,582 PNM SRP 1,545 1,342 PNM TEPC 15,852 16,442 PSEI AVA 7 0 PSEI BPAT 15,156 17,988 PSEI IPCO 0 0 PSEI NWMT 40 0 PSEI PACW 13,153 16,071 PSEI PGE 0 0 November PSEI PWRX 11,824 11,395 PSEI SCL 12,130 10,341 PSEI TPWR 8,472 11,446 PWRX BPAT 5,169 0 PWRX CISO 0 0 PWRX PSEI 15,870 16,888 SCL AVA 0 0 Attachment E Page 119 of 178 SCL BPAT 1,904 2,695 November SCL IPCO 4,640 4,581 SCL PACW 666 980 SCL PGE 805 1,158 SCL PSEI 5,586 8,341 SRP AZPS 24,218 24,520 SRP CISO 178,030 154,174 SRP PACE 0 0 SRP PNM 1,109 1,248 SRP TEPC 22,138 28,468 TEPC AZPS 269 0 TEPC CISO 24,735 19,095 TEPC LADWP 0 0 TEPC PACE 54 385 TEPC PNM 10,725 10,931 TEPC SRP 28,475 22,127 TIDC BANC 17 0 TIDC CISO 18,516 17,906 TPWR AVA 0 0 TPWR BPAT 9,018 11,092 TPWR NWMT 0 0 TPWR PGE 0 0 TPWR PSEI 10,053 10,147 December AVA BPAT 16,513 16,892 AVA CISO 354 361 AVA IPCO 20,615 15,885 AVA NWMT 8,675 3,211 AVA PACW 2,182 1,879 Attachment E Page 120 of 178 AVA PGE 0 0 AVA PSEI 50 0 AVA SCL 0 0 AVA TPWR 0 0 AZPS CISO 217,909 187,535 AZPS LADWP 40,012 42,673 AZPS NEVP 21,042 22,865 AZPS PACE 73,138 72,884 AZPS PNM 57,843 37,746 AZPS SRP 5,860 3,921 December AZPS TEPC 7,254 6,300 BANC BPAT 0 0 BANC CISO 360 295 BANC TIDC 33 0 BPAT AVA 21,382 14,912 BPAT BANC 0 0 BPAT CISO 18,784 23,780 BPAT IPCO 3,299 297 BPAT LADWP 0 0 BPAT NEVP 0 0 BPAT NWMT 14,272 3,753 BPAT PACW 3,807 4,382 BPAT PGE 16,120 16,001 BPAT PSEI 17,181 15,102 BPAT PWRX 6,119 0 BPAT SCL 6,427 6,174 BPAT TPWR 11,931 12,834 CISO AVA 50 49 Attachment E Page 121 of 178 CISO AZPS 10,910 13,784 December CISO BANC 243,805 245,309 CISO BPAT 31,124 38,622 CISO LADWP 18,592 22,935 CISO NEVP 47,868 49,634 CISO PACW 24,801 54,705 CISO PGE 35,322 55,003 CISO PWRX 67,544 76,385 CISO SRP 6,169 10,517 CISO TEPC 0 16 December CISO TIDC 7,962 7,231 IPCO AVA 30,665 30,978 IPCO BPAT 713 0 IPCO NEVP 34,077 23,009 IPCO NWMT 395 1,472 IPCO PACE 16,019 6,920 IPCO PACW 41,591 27,917 IPCO PSEI 0 0 IPCO SCL 10,017 9,044 LADWP AZPS 6,205 6,437 LADWP BPAT 0 0 LADWP CISO 86,038 76,740 LADWP NEVP 28,959 34,065 LADWP PACE 27,482 24,068 LADWP TEPC 0 0 NEVP AZPS 5,931 7,783 NEVP BPAT 0 0 December NEVP CISO 126,215 92,655 Attachment E Page 122 of 178 NEVP IPCO 74,249 63,113 December NEVP LADWP 16,409 16,169 NEVP PACE 32,771 23,723 NWMT AVA 29,257 32,584 NWMT BPAT 9,227 7,194 NWMT IPCO 16,759 16,697 NWMT PACE 26,611 9,625 NWMT PACW 44 0 NWMT PGE 45 0 NWMT PSEI 355 0 NWMT TPWR 0 0 PACE AZPS 34,112 23,767 PACE IPCO 60,699 60,112 PACE LADWP 21,211 24,983 PACE NEVP 86,163 75,891 PACE NWMT 12,889 19,264 PACE PACW 24,651 24,279 PACE SRP 0 0 PACE TEPC 573 306 PACW AVA 5,636 4,509 PACW BPAT 14,823 12,052 PACW CISO 46,461 66,361 PACW IPCO 20,463 21,587 PACW NWMT 3 0 PACW PGE 40,592 37,467 PACW PSEI 23,009 21,643 PACW SCL 1,597 1,456 December PGE AVA 0 0 Attachment E Page 123 of 178 PGE BPAT 42,026 42,746 December PGE CISO 43,528 41,651 PGE NWMT 298 0 PGE PACW 12,010 20,839 PGE PSEI 0 0 PGE SCL 1,605 1,450 PGE TPWR 0 0 PNM AZPS 63,186 78,499 PNM SRP 2,494 2,653 PNM TEPC 18,123 20,165 PSEI AVA 2 0 PSEI BPAT 17,207 17,624 PSEI IPCO 0 0 PSEI NWMT 132 0 PSEI PACW 12,207 14,049 PSEI PGE 0 0 PSEI PWRX 6,210 6,361 PSEI SCL 16,491 16,172 PSEI TPWR 5,473 6,745 PWRX BPAT 9,262 0 PWRX CISO 0 0 PWRX PSEI 19,063 19,179 SCL AVA 0 0 SCL BPAT 2,506 2,789 SCL IPCO 4,734 5,644 SCL PACW 603 806 SCL PGE 792 988 December SCL PSEI 6,638 8,276 Attachment E Page 124 of 178 TABLE 2: Energy transfers (MWh) in the FMM and RTD markets for Q4 2022 SRP AZPS 31,010 27,353 December SRP CISO 112,006 103,851 SRP PACE 0 0 SRP PNM 3 3 SRP TEPC 26,398 26,296 TEPC AZPS 416 188 TEPC CISO 72,158 68,914 TEPC LADWP 547 640 TEPC PACE 1,332 887 TEPC PNM 18,980 12,548 TEPC SRP 8,538 9,468 TIDC BANC 122 0 TIDC CISO 8,770 8,897 TPWR AVA 0 0 TPWR BPAT 12,015 13,298 TPWR NWMT 0 0 TPWR PGE 0 0 TPWR PSEI 17,779 17,616 Attachment E Page 125 of 178 GRAPH 2: Estimated maximum transfer capacity WHEEL-THROUGH TRANSFERS As the footprint of the WEIM grows, wheel-through transfers may become more common. In order to derive the wheel-through transfers for each WEIM BAA, the ISO uses the following calculation for every real-time interval dispatch: • Total import: summation of transfers above base transfers coming into the WEIM BAA under analysis Attachment E Page 126 of 178 • Total export: summation of all transfers above base transfers going out of the WEIM BAA under analysis • Net import: the maximum of zero or the difference between total imports and total exports • Net export: the maximum of zero or the difference between total exports and total imports • Wheel-through: the minimum of the WEIM transfers into (total import) or WEIM transfer out (total export) of a BAA for a given interval All wheel-through transfers are summed over both the month and the quarter. Currently, a WEIM entity facilitating a wheel through receives no direct financial benefit for facilitating the wheel; only the sink and source directly benefit. As part of the WEIM Consolidated Initiatives stakeholder process, the ISO committed to monitoring the wheel through volumes to assess whether, after the addition of new WEIM entities, there is a potential future need to pursue a market solution to address the equitable sharing of wheeling benefits. The ISO will continue to track the volume of wheel-through transfers in the WEIM market in the quarterly reports. This volume reflects the total wheel-through transfers for each WEIM BAA, regardless of the potential paths used to wheel through. The net imports and exports estimated in this section reflect the overall volume of net imports and exports; in contrast, the imports and exports provided in Table 2 reflect the gross transfers between two WEIM BAAs. The metric is measured as energy in MWh for each month and the corresponding calendar quarter, as shown in Tables 3 through 6 and Graphs 3 through 6. BAA Net Export Net Import Wheel Through AVA 76,406 118,148 50,611 AZPS 450,985 83,461 361,025 BANC 2,697 665,176 - BPAT 106,572 247,609 161,995 CISO 834,232 1,105,856 903,198 IPCO 61,352 485,208 153,667 LADWP 260,650 218,438 133,216 NEVP 368,747 165,967 291,319 NWMT 127,090 26,505 44,920 Attachment E Page 127 of 178 PACE 677,683 131,016 146,951 PACW 195,076 96,713 293,040 PGE 183,493 164,535 124,801 PNM 200,941 80,674 24,095 PSEI 115,928 144,662 69,316 PWRX 23,028 420,672 23,813 SCL 31,497 46,312 22,908 SRP 505,405 74,935 67,643 TEPC 183,825 170,815 11,269 TIDC 45,124 14,187 - TPWR 31,920 21,761 45,153 TABLE 3: Estimated wheel-through transfers in Q4 2022 GRAPH 3: Estimated wheel-through transfers in Q4 2022 Attachment E Page 128 of 178 BAA Net Export Net Import Wheel Through AVA 28,087 27,179 18,200 AZPS 131,719 28,320 101,527 BANC 2,168 181,497 - BPAT 35,475 87,708 54,002 CISO 301,772 368,703 288,975 IPCO 9,475 234,727 43,549 LADWP 67,890 109,045 47,561 NEVP 173,265 25,418 76,536 NWMT 52,954 4,340 13,186 PACE 264,269 14,882 52,457 PACW 60,473 19,671 82,818 PGE 54,798 53,116 35,194 PNM 62,616 13,783 3,737 PSEI 32,766 40,925 24,286 PWRX 1,809 212,792 8,965 SCL 13,725 9,984 4,423 SRP 188,884 36,986 18,251 TEPC 48,947 78,396 964 TIDC 18,321 3,495 - TPWR 8,878 7,329 16,041 TABLE 4: Estimated wheel-through transfers in October 2022 Attachment E Page 129 of 178 GRAPH 4: Estimated wheel-through transfers in October 2022 BAA Net Export Net Import Wheel Through AVA 30,282 28,128 12,218 AZPS 83,298 35,284 121,541 BANC 233 238,370 - BPAT 34,377 69,198 47,478 CISO 284,906 392,748 287,587 IPCO 19,904 134,514 42,749 LADWP 99,728 50,273 37,376 NEVP 109,099 52,146 97,723 NWMT 26,794 13,225 12,974 PACE 243,821 37,035 35,485 PACW 65,859 24,518 113,890 PGE 65,789 45,741 45,827 PNM 51,010 30,596 6,356 Attachment E Page 130 of 178 PSEI 43,754 43,463 23,488 PWRX 8,116 131,210 8,771 SCL 10,059 12,822 7,696 SRP 173,991 26,363 34,419 TEPC 52,114 49,217 425 TIDC 17,906 3,462 - TPWR 7,478 10,203 13,761 TABLE 5: Estimated wheel-through transfers in November 2022 GRAPH 5: Estimated wheel-through transfers in November 2022 BAA Net Export Net Import Wheel Through AVA 18,037 62,841 20,192 Attachment E Page 131 of 178 AZPS 235,968 19,857 137,956 BANC 295 245,309 - BPAT 36,720 90,703 60,515 CISO 247,554 344,404 326,636 IPCO 31,972 115,968 67,369 LADWP 93,031 59,120 48,279 NEVP 86,383 88,403 117,061 NWMT 47,342 8,940 18,759 PACE 169,592 79,098 59,009 PACW 68,744 52,524 96,332 PGE 62,906 65,678 43,781 PNM 87,315 36,295 14,001 PSEI 39,409 60,275 21,541 PWRX 13,102 76,669 6,076 SCL 7,713 23,507 10,790 SRP 142,530 11,586 14,973 TEPC 82,764 43,202 9,881 TIDC 8,897 7,231 - TPWR 15,564 4,229 15,351 TABLE 6: Estimated wheel-through transfers in December 2022 Attachment E Page 132 of 178 GRAPH 6: Estimated wheel-through transfers in December 2022 REDUCED RENEWABLE CURTAILMENT AND GHG REDUCTIONS The WEIM benefit calculation includes the economic benefits that can be attributed to avoided renewable curtailment within the ISO footprint. If not for energy transfers facilitated by the WEIM, some renewable generation located within the ISO would have been curtailed via either economic or exceptional dispatch. The total avoided renewable curtailment volume in MWh for Q4 2022 was calculated to be 10,571 MWh (October) + 9,270 MWh (November) + 5,767 MWh (December) = 25,609 MWh total. There are environmental benefits of avoided renewable curtailment as well. Under the assumption that avoided renewable curtailments displace production from other resources at a default emission rate of 0.428 metric tons CO2/MWh, avoided curtailments displaced an estimated 10,960 metric tons of CO2 for Q4 2022. Avoided renewable curtailments also may have contributed to an increased volume of renewable credits that would otherwise have been unavailable. This report does not quantify the additional value in dollars associated with this benefit. Total estimated reductions in the curtailment of renewable energy in the ISO footprint, along with the associated reductions in CO2, are shown in Table 7. Year Quarter MWh Eq. Tons CO2 1 8,860 3,792 2015 2 3,629 1,553 3 828 354 4 17,765 7,521 Attachment E Page 133 of 178 1 112,948 48,342 2016 2 158,806 67,969 3 33,094 14,164 4 23,390 10,011 1 52,651 22,535 2017 2 67,055 28,700 3 23,331 9,986 4 18,060 7,730 1 65,860 28,188 2018 2 129,128 55,267 3 19,032 8,146 4 23,425 10,026 1 52,254 22,365 2019 2 132,937 56,897 3 33,843 14,485 4 35,254 15,089 1 86,740 37,125 2020 2 147,514 63,136 3 37,548 16,071 4 39,956 17,101 2021 1 76,147 32,591 2 109,059 46,677 3 23,042 9,862 4 38,044 16,283 2022 1 94,168 40,304 2 118,352 50,655 3 42,468 18,176 4 25,609 10,960 Total 1,850,797 792,061 TABLE 7: Total reduction in curtailment of renewable energy and associated reductions in CO2 Attachment E Page 134 of 178 FLEXIBLE RAMPING PROCUREMENT DIVERSITY SAVINGS The WEIM facilitates procurement of flexible ramping capacity in the FMM to address variability that may occur in the RTD. Because variability across different BAAs may happen in opposite directions, the flexible ramping requirement for the entire WEIM footprint can be less than the sum of individual BAA’s requirements. This difference is known as flexible ramping procurement diversity savings. Starting in 2016, the ISO replaced the flexible ramping constraint with flexible ramping products that provide both upward and downward ramping. The minimum and maximum flexible ramping requirements for each BAA and for each direction are listed in Table 8. Month BAA Direction Minimum requirement Maximum requirement AVA up 0 95 October AZPS up 0 328 BANC up 0 76 BPAT up 0 401 CISO up 0 2,768 IPCO up 0 253 LADWP up 0 361 NEVP up 0 410 NWMT up 0 111 PACE up 0 506 PACW up 0 123 PGE up 0 191 PNM up 0 169 PSEI up 0 166 PWRX up 0 247 SCL up 0 41 SRP up 0 302 TEPC up 0 220 TIDC up 0 19 TPWR up 0 15 ALL EIM up 0 2,583 AVA down 0 113 Attachment E Page 135 of 178 AZPS down 0 444 BANC down 0 134 BPAT down 0 581 October CISO down 0 1,145 IPCO down 0 198 LADWP down 0 357 NEVP down 0 471 NWMT down 0 150 PACE down 0 613 PACW down 0 157 PGE down 0 185 PNM down 0 218 PSEI down 0 137 PWRX down 0 307 SCL down 0 26 SRP down 0 519 TEPC down 0 176 TIDC down 0 25 TPWR down 0 18 ALL EIM down 0 1,593 AVA up 15 87 November AZPS up 48 328 BANC up 7 76 BPAT up 47 371 CISO up 321 2,758 IPCO up 29 253 LADWP up 41 361 NEVP up 24 463 NWMT up 4 127 PACE up 100 447 PACW up 36 178 Attachment E Page 136 of 178 PGE up 35 190 PNM up 44 141 PSEI up 30 167 PWRX up 70 310 November SCL up 3 30 SRP up 27 302 TEPC up 43 220 TIDC up 2 19 TPWR up 2 19 ALL WEIM up 491 2,684 AVA down 7 103 AZPS down 36 369 BANC down 4 140 BPAT down 72 639 CISO down 192 1,250 IPCO down 46 198 LADWP down 52 285 NEVP down 21 471 NWMT down 30 126 PACE down 176 538 PACW down 27 139 PGE down 31 230 PNM down 38 218 PSEI down 32 137 PWRX down 79 340 SCL down 3 28 SRP down 30 344 TEPC down 22 167 TIDC down 2 25 TPWR down 3 24 ALL EIM down 308 1,989 Attachment E Page 137 of 178 December AVA up 17 81 AZPS up 56 300 BANC up 8 83 BPAT up 54 386 CISO up 313 2,337 IPCO up 34 189 LADWP up 40 393 NEVP up 20 463 NWMT up 25 127 PACE up 115 460 PACW up 48 174 PGE up 48 200 PNM up 44 155 PSEI up 39 167 PWRX up 85 294 SCL up 5 31 SRP up 29 280 TEPC up 60 220 TIDC up 2 19 TPWR up 4 19 ALL WEIM up 455 2,771 AVA down 17 86 AZPS down 26 246 BANC down 6 82 BPAT down 98 639 CISO down 153 1,332 IPCO down 42 194 LADWP down 43 262 NEVP down 22 408 NWMT down 42 124 PACE down 165 501 Attachment E Page 138 of 178 December PACW down 27 143 PGE down 28 204 PNM down 37 141 PSEI down 35 153 PWRX down 56 345 SCL down 5 28 SRP down 22 344 TEPC down 26 165 TIDC down 1 17 TPWR down 3 24 ALL WEIM down 319 2,175 Table 8: Flexible ramping requirements The flexible ramping procurement diversity savings for all the intervals averaged over the month are shown in Table 9. The percentage savings is the average MW savings divided by the sum of the individual BAA requirements. October November December Direction Up Down Up Down Up Down Average MW saving 1,517 1,720 1,551 1,603 1,617 1,606 Sum of BAA requirements 2,908 2,657 2,866 2,622 3,056 2,632 Percentage savings 52% 65% 54% 61% 53% 61% Table 9: Flexible ramping procurement diversity savings in Q4 2022 Flexible ramping capacity may be used in RTD to handle uncertainties in the future interval. The RTD flexible ramping capacity is prorated to each BAA. Flexible ramping surplus MW is defined as the awarded flexible ramping capacity in RTD minus its share, and the flexible ramping surplus cost is defined as the flexible ramping surplus MW multiplied by the flexible ramping WEIM-wide marginal price. A positive flexible ramping surplus MW is the capacity that a BAA provided to help other BAAs, and a negative flexible ramping surplus MW is the capacity that a BAA received from other BAAs. The EIM dispatch cost for a BAA with positive flexible ramping surplus MW is increased because some capacities are used to help other BAAs. The flexible ramping surplus cost is subtracted from the BAA’s WEIM dispatch cost to reflect the true dispatch cost of a BAA. Please see the Benefit Report Methodology for more details. Attachment E Page 139 of 178 CONCLUSION Using state-of-the-art technology to find and deliver low-cost energy to meet real-time demand, the WEIM demonstrates that utilities can realize financial and operational benefits through increased coordination and optimization. In addition to these benefits, the WEIM provides significant environmental benefits through the reduction of renewable curtailments during periods of oversupply. Sharing resources across a larger geographic area reduces greenhouse gas emissions by using renewable generation that otherwise would have been turned off. The quantified environmental benefits from avoided curtailments of renewable generation from 2015 to-date reached 792,061 metric tons of CO2, roughly the equivalent of avoiding the emissions from 166,527 passenger cars driven for one year. Attachment E Page 140 of 178 APPENDIX 1: GLOSSARY OF ABBREVIATIONS Abbreviation Description APS Arizona Public Service AVA Avista Utilities BAA Balancing Authority Area BANC Balancing Authority of Northern California BPA Bonneville Power Administration CISO, ISO California ISO EIM Energy Imbalance Market FMM Fifteen Minute Market GHG Greenhouse Gas IPCO Idaho Power LADWP Los Angeles Department of Water and Power MW Megawatt MWh Megawatt-Hour NVE NV Energy PAC PacifiCorp PACE PacifiCorp East PACW PacifiCorp West PGE Portland General Electric PSE Puget Sound Energy PWRX Powerex RTD Real Time Dispatch SCL Seattle City Light SRP Salt River Project TEP Tucson Electric Power TID Turlock Irrigation District TPWR Tacoma Power WEIM Western Energy Imbalance Market Attachment E Page 141 of 178 Western Energy Imbalance Market Benefits Fisrt Quarter 2023 April 27, 2023 Attachment E Page 142 of 178 CONTENTS EXECUTIVE SUMMARY ........................................................................................................... 3 BACKGROUND ......................................................................................................................... 4 WEIM ECONOMIC BENEFITS IN Q1 2023 ............................................................................... 4 CUMULATIVE ECONOMIC BENEFITS SINCE INCEPTION ................................................................... 5 INTER-REGIONAL TRANSFERS ............................................................................................................. 6 WHEEL-THROUGH TRANSFERS ......................................................................................................... 23 REDUCED RENEWABLE CURTAILMENT AND GHG REDUCTIONS ....................................30 FLEXIBLE RAMPING PROCUREMENT DIVERSITY SAVINGS ..............................................31 CONCLUSION ..........................................................................................................................36 APPENDIX 1: GLOSSARY OF ABBREVIATIONS...................................................................37 Attachment E Page 143 of 178 EXECUTIVE SUMMARY This report presents the benefits associated with participation in the Western Energy Imbalance Market (WEIM). The measured benefits of participation in the WEIM include cost savings, increased integration of renewable energy, and improved operational efficiencies including the reduction of the need for real-time flexible reserves. This analysis demonstrates the benefit of economic dispatch in the real time market across a larger WEIM footprint with diverse resources and geography. Q1 2023 Gross Benefits by Participant (millions $) Arizona Public Service $26.53 Avista $6.38 BANC $44.85 BPA $11.83 California ISO $67.86 Idaho Power $13.32 LADWP $30.84 NV Energy $47.38 NorthWestern Energy $12.60 PacifiCorp $70.31 Portland General Electric $21.75 PNM $22.45 Puget Sound Energy $15.37 Powerex $16.80 Seattle City Light $4.21 Salt River Project $31.39 Tacoma Power $6.55 TEP $10.39 TID $3.01 Total $463.82 Gross benefits from WEIM since November 2014 $3.86 billion ECONOMICAL $463.82 M Gross benefits realized due to more efficient inter-and intra-regional dispatch in the Fifteen-Minute Market (FMM) and Real-Time Dispatch (RTD)* ENVIRONMENTAL 22,685 Metric tons of CO2** avoided curtailments OPERATIONAL 50% Average reduction in flexibility reserves across the footprint 2023 Q1 BENEFITS Attachment E Page 144 of 178 *WEIM Quarterly Benefit Report Methodology: https://www.westerneim.com/Documents/EIM-BenefitMethodology.pdf. **The GHG emission reduction reported is associated with the avoided curtailment only. The current market process and counterfactual methodology cannot differentiate the GHG emissions resulting from serving ISO load via the EIM versus dispatch that would have occurred external to the ISO without the WEIM. For more details, see http://www.caiso.com/Documents/GreenhouseGasEmissionsTrackingReport-FrequentlyAskedQuestions.pdf BACKGROUND The Western EIM began financially binding operation on November 1, 2014 by optimizing resources across the ISO and PacifiCorp Balancing Authority Areas (BAAs). NV Energy began participating in December 2015, Arizona Public Service and Puget Sound Energy began participating in October 2016, and Portland General Electric began participating in October 2017. Idaho Power and Powerex began participating in April 2018, and the Balancing Authority of Northern California (BANC) began participating in April 2019. Seattle City Light and Salt River Project began participating in April 2020. In 2021, new balancing authorities began participating in the Western EIM, with the Turlock Irrigation District (TID) in March 2021, the second phase of BANC in March 2021, and the Los Angeles Department of Water and Power (LADWP) and Public Service Company of New Mexico (PNM) in April 2021, followed by NorthWestern Energy (NWMT) starting in June 2021. Avista Utilities (AVA) and Tacoma Power (TPWR), two utilities serving a combined 600,000 electric customers in the Pacific Northwest, became the newest members of the WEIM, with both beginning their participation on March 2, 2022. On May 3, 2022, the Bonneville Power Administration (BPA) and Tucson Electric Power (TEP) both Joined the WEIM. The Western EIM footprint now includes portions of Arizona, California, Idaho, Montana, Nevada, New Mexico, Oregon, Utah, Washington, Wyoming, and extends to the border with Canada. WEIM ECONOMIC BENEFITS IN Q1 2023 Table 1 shows the estimated WEIM gross benefits by each region per month1. The monthly savings presented show $188.96 million for January, $127.41 million for February, and $147.45 million for March with a total estimated benefit of $463.82 million for this quarter2. This level of WEIM benefits accrued from having additional WEIM areas participating in the market and economical transfers displacing more expensive generation. 1 The WEIM benefits reported here are calculated based on available data. Intervals without complete data are excluded in the calculation. The intervals excluded due to unavailable data are normally within a few percent points of the total intervals. 2 For several quarterly estimates, CAISO benefits were calculated on a variation of the counterfactual methodology. For CAISO only the logic had considered offline resources as part of the bid stack in the counterfactual. In Q4 2021, CAISO identified some questionable results that drove persistent negative benefits for CAISO when considering offline resources. Since Q4 2021, the benefit calculation for CAISO area follows the same methodology applicable to all WEIM entities in which only online resources are used. Attachment E Page 145 of 178 Region January February March Total APS $11.57 $7.26 $7.70 $26.53 AVA $2.84 $1.65 $1.89 $6.38 BANC $18.56 $20.88 $5.41 $44.85 BPA $4.57 $4.20 $3.06 $11.83 CISO $22.41 $17.64 $27.81 $67.86 IPCO $6.32 $3.33 $3.67 $13.32 LADWP $11.78 $10.19 $8.87 $30.84 NVE $17.95 $8.35 $21.08 $47.38 NWMT $8.07 $2.60 $1.93 $12.60 PAC $33.24 $14.83 $22.24 $70.31 PGE $9.29 $6.51 $5.95 $21.75 PNM $10.28 $5.06 $7.11 $22.45 PSE $7.33 $3.47 $4.57 $15.37 PWRX $2.15 $7.73 $6.92 $16.80 SCL $1.74 $1.05 $1.42 $4.21 SRP $12.40 $9.00 $9.99 $31.39 TPWR $3.25 $1.23 $2.07 $6.55 TEP $4.18 $1.68 $4.53 $10.39 TID $1.03 $0.75 $1.23 $3.01 Total $188.96 $127.41 $147.45 $463.82 TABLE 1: Q1 2023 benefits in millions USD CUMULATIVE ECONOMIC BENEFITS SINCE INCEPTION Since the start of the WEIM in November 2014, the cumulative economic benefits of the market have totaled $3.86 billion. The quarterly benefits have grown over time as a result of the participation of new BAAs, which results in benefits for both the individual BAA but also compounds the benefits to adjacent BAAs through additional transfers. The ISO began publishing quarterly WEIM benefit reports in April 2015.3 Graph 1 illustrates the gross economic benefits of the WEIM by quarter for each participating BAA. 3 Prior reports are available at https://www.westerneim.com/Pages/About/QuarterlyBenefits.aspx Attachment E Page 146 of 178 GRAPH 1: Cumulative economic benefits for each quarter by BAA INTER-REGIONAL TRANSFERS A significant contributor to EIM benefits is transfers across balancing areas, providing access to lower cost supply, while factoring in the cost of compliance with greenhouse gas (GHG) emissions regulations when energy is transferred into the ISO. As such, the transfer volumes are a good indicator of a portion of the benefits attributed to the WEIM. Transfers can take place in both the 15-Minute Market and Real-Time Dispatch (RTD). Generally, transfer limits are based on transmission and interchange rights that participating balancing authority areas make available to the WEIM, with the exception of the PacifiCorp West (PACW) -ISO transfer limit and the Portland General Electric (PGE) -ISO transfer limit in RTD. These RTD transfer capacities between PACW/PGE and the ISO are determined based on the allocated dynamic transfer capability driven by system operating conditions. This report does not quantify a BAA’s opportunity cost that the utility considered when using its transfer rights for the EIM. Table 2 provides the 15-minute and 5-minute WEIM transfer volumes with base schedule transfers excluded. The WEIM entities submit inter-BAA transfers in their base schedules. The benefits quantified in this report are only attributable to the transfers that occurred through the WEIM. The benefits do not include any transfers attributed to transfers submitted in the base schedules that are scheduled prior to the start of the EIM. The transfer from BAA_x to BAA_y and the transfer from BAA_y to BAA_x are separately reported. For example, if there is a 100 Megawatt-Hour (MWh) transfer during a 5-minute interval, in addition to a base transfer from ISO to NVE, it will be reported as 100 MWh from_BAA ISO to_BAA NEVP, and 0 MWh from_BAA NEVP to_BAA ISO in the opposite Attachment E Page 147 of 178 direction. The 15-minute transfer volume is the result of optimization in the 15-minute market using all bids and base schedules submitted into the WEIM. The 5-minute transfer volume is the result of optimization using all bids and base schedules submitted into WEIM, based on unit commitments determined in the 15-minute market optimization. The maximum transfer capacities between WEIM entities are shown in Graph 2 below. Month From BAA To BAA 15min WEIM transfer (15m – base) 5min WEIM transfer (5m – base) AVA BPAT 14,447 12,743 January AVA CISO 0 0 AVA IPCO 25,928 22,418 AVA NWMT 3,527 2,075 AVA PACW 8,338 9,885 AVA PGE 0 0 AVA PSEI 0 0 AVA SCL 0 0 AVA TPWR 0 0 AZPS CISO 239,844 188,035 AZPS LADWP 54,635 54,691 AZPS NEVP 14,963 15,504 AZPS PACE 35,647 38,963 AZPS PNM 5,920 2,973 AZPS SRP 2,800 2,312 AZPS TEPC 5,524 1,721 BANC BPAT 0 0 BANC CISO 5,730 5,948 BANC TIDC 29 0 BPAT AVA 9,832 9,473 BPAT BANC 0 0 BPAT CISO 26,238 33,920 BPAT IPCO 9,644 271 Attachment E Page 148 of 178 January BPAT LADWP 0 0 BPAT NEVP 0 0 BPAT NWMT 16,374 2,157 BPAT PACW 5,710 5,451 BPAT PGE 27,517 29,698 BPAT PSEI 14,731 14,954 BPAT PWRX 3,413 0 BPAT SCL 3,419 3,355 BPAT TPWR 7,335 8,831 CISO AVA 0 0 CISO AZPS 13,475 17,544 CISO BANC 101,677 105,617 CISO BPAT 23,062 26,574 CISO LADWP 49,505 56,542 CISO NEVP 18,639 20,381 CISO PACW 15,177 34,803 CISO PGE 35,840 53,953 CISO PWRX 154,650 171,000 CISO SRP 2,381 4,371 CISO TEPC 0 0 CISO TIDC 4,468 4,804 IPCO AVA 18,399 19,962 IPCO BPAT 426 166 IPCO NEVP 50,872 42,378 IPCO NWMT 218 565 IPCO PACE 39,298 18,343 IPCO PACW 30,297 31,398 January IPCO PSEI 0 0 Attachment E Page 149 of 178 IPCO SCL 9,620 8,790 January LADWP AZPS 169 289 LADWP BPAT 0 0 LADWP CISO 36,044 30,065 LADWP NEVP 10,247 11,522 LADWP PACE 18,160 19,136 LADWP TEPC 0 0 NEVP AZPS 250 844 NEVP BPAT 0 0 NEVP CISO 175,550 131,046 NEVP IPCO 49,907 49,266 NEVP LADWP 36,279 37,424 NEVP PACE 14,755 12,031 NWMT AVA 30,886 31,569 NWMT BPAT 9,417 8,840 NWMT IPCO 22,211 22,310 NWMT PACE 22,893 13,364 NWMT PACW 0 0 NWMT PGE 71 0 NWMT PSEI 285 0 NWMT TPWR 0 0 PACE AZPS 57,485 51,918 PACE IPCO 61,980 64,413 PACE LADWP 20,362 23,037 PACE NEVP 64,559 58,882 PACE NWMT 10,358 13,373 PACE PACW 40,489 39,802 January PACE SRP 0 0 Attachment E Page 150 of 178 PACE TEPC 55 302 January PACW AVA 6,464 5,835 PACW BPAT 5,869 5,212 PACW CISO 57,547 89,428 PACW IPCO 19,341 18,889 PACW NWMT 2 0 PACW PGE 64,408 64,217 PACW PSEI 20,751 19,480 PACW SCL 1,402 1,248 PGE AVA 0 0 PGE BPAT 28,931 31,304 PGE CISO 29,499 28,293 PGE NWMT 165 0 PGE PACW 14,299 18,163 PGE PSEI 0 0 PGE SCL 1,241 1,141 PGE TPWR 0 0 PNM AZPS 113,667 119,571 PNM SRP 498 465 PNM TEPC 15,512 17,130 PSEI AVA 0 0 PSEI BPAT 25,093 31,195 PSEI IPCO 0 0 PSEI NWMT 136 0 PSEI PACW 11,026 13,840 PSEI PGE 0 0 PSEI PWRX 13,662 15,620 January PSEI SCL 13,531 11,598 Attachment E Page 151 of 178 PSEI TPWR 407 570 January PWRX BPAT 18,442 0 PWRX CISO 0 0 PWRX PSEI 14,029 14,617 SCL AVA 0 0 SCL BPAT 1,139 1,906 SCL IPCO 3,741 4,651 SCL PACW 516 774 SCL PGE 789 1,094 SCL PSEI 5,235 8,650 SRP AZPS 49,716 50,770 SRP CISO 117,888 110,109 SRP PACE 0 0 SRP PNM 0 0 SRP TEPC 5,623 7,555 TEPC AZPS 812 40 TEPC CISO 62,756 61,758 TEPC LADWP 137 162 TEPC PACE 840 876 TEPC PNM 14,631 15,096 TEPC SRP 10,235 9,133 TIDC BANC 184 190 TIDC CISO 17,941 17,086 TPWR AVA 0 0 TPWR BPAT 11,559 12,150 TPWR NWMT 0 0 TPWR PGE 0 0 TPWR PSEI 23,512 23,880 Attachment E Page 152 of 178 February AVA BPAT 5,279 3,457 AVA CISO 0 0 AVA IPCO 30,101 26,908 AVA NWMT 8,116 7,304 AVA PACW 5,404 5,719 AVA PGE 0 0 AVA PSEI 0 0 AVA SCL 0 0 AVA TPWR 0 0 AZPS CISO 121,604 89,140 AZPS LADWP 29,838 26,510 AZPS NEVP 27,657 25,294 AZPS PACE 128,447 130,889 AZPS PNM 9,649 9,443 AZPS SRP 1,545 1,483 AZPS TEPC 2,310 2,350 BANC BPAT 0 0 BANC CISO 1,189 682 BANC TIDC 77 0 BPAT AVA 10,013 8,934 BPAT BANC 0 0 BPAT CISO 16,204 24,965 BPAT IPCO 13,746 7,826 BPAT LADWP 0 0 BPAT NEVP 0 0 BPAT NWMT 18,506 8,124 BPAT PACW 8,771 6,464 February BPAT PGE 29,445 29,808 Attachment E Page 153 of 178 BPAT PSEI 22,973 24,062 February BPAT PWRX 4,877 0 BPAT SCL 5,075 4,840 BPAT TPWR 11,241 13,604 CISO AVA 0 0 CISO AZPS 42,390 39,061 CISO BANC 169,164 175,480 CISO BPAT 26,038 28,530 CISO LADWP 45,705 50,036 CISO NEVP 68,821 56,244 CISO PACW 22,574 55,675 CISO PGE 62,842 89,377 CISO PWRX 304,096 326,115 CISO SRP 31,532 30,711 CISO TEPC 0 0 CISO TIDC 6,530 7,114 IPCO AVA 22,331 26,192 IPCO BPAT 1,540 779 IPCO NEVP 23,409 14,186 IPCO NWMT 191 738 IPCO PACE 15,762 8,421 IPCO PACW 28,915 21,610 IPCO PSEI 0 0 IPCO SCL 7,578 7,099 LADWP AZPS 1,083 1,949 LADWP BPAT 0 0 LADWP CISO 18,190 14,640 February LADWP NEVP 10,565 10,472 Attachment E Page 154 of 178 LADWP PACE 19,162 16,736 February LADWP TEPC 0 0 NEVP AZPS 829 2,108 NEVP BPAT 0 0 NEVP CISO 70,252 44,499 NEVP IPCO 77,369 67,803 NEVP LADWP 30,651 34,471 NEVP PACE 100,091 87,196 NWMT AVA 12,646 12,559 NWMT BPAT 2,857 775 NWMT IPCO 19,350 18,526 NWMT PACE 29,657 25,144 NWMT PACW 0 0 NWMT PGE 0 0 NWMT PSEI 195 0 NWMT TPWR 0 0 PACE AZPS 32,910 27,943 PACE IPCO 39,841 33,920 PACE LADWP 10,562 10,073 PACE NEVP 16,583 14,061 PACE NWMT 7,867 6,093 PACE PACW 26,877 17,452 PACE SRP 0 0 PACE TEPC 0 0 PACW AVA 7,496 8,647 PACW BPAT 2,345 1,680 PACW CISO 33,658 46,692 February PACW IPCO 22,740 28,416 Attachment E Page 155 of 178 PACW NWMT 0 0 February PACW PGE 45,848 42,930 PACW PSEI 20,930 20,019 PACW SCL 1,425 1,319 PGE AVA 0 0 PGE BPAT 22,706 23,755 PGE CISO 25,404 23,302 PGE NWMT 0 0 PGE PACW 25,456 28,718 PGE PSEI 0 0 PGE SCL 1,341 1,289 PGE TPWR 0 0 PNM AZPS 90,489 91,889 PNM SRP 1,128 1,556 PNM TEPC 14,685 16,367 PSEI AVA 0 0 PSEI BPAT 24,244 26,069 PSEI IPCO 0 0 PSEI NWMT 314 0 PSEI PACW 19 0 PSEI PGE 0 0 PSEI PWRX 22,045 22,782 PSEI SCL 19,703 17,653 PSEI TPWR 4,953 5,785 PWRX BPAT 16,060 0 PWRX CISO 0 0 PWRX PSEI 7,676 7,094 February SCL AVA 0 0 Attachment E Page 156 of 178 SCL BPAT 504 601 February SCL IPCO 6,078 6,984 SCL PACW 821 1,002 SCL PGE 831 1,059 SCL PSEI 4,878 6,181 SRP AZPS 38,548 45,286 SRP CISO 174,867 161,834 SRP PACE 0 0 SRP PNM 23 5 SRP TEPC 24,646 24,850 TEPC AZPS 1,800 683 TEPC CISO 29,966 26,352 TEPC LADWP 152 272 TEPC PACE 371 121 TEPC PNM 10,702 7,802 TEPC SRP 31,790 30,468 TIDC BANC 12 0 TIDC CISO 17,975 16,672 TPWR AVA 0 0 TPWR BPAT 5,585 6,249 TPWR NWMT 0 0 TPWR PGE 0 0 TPWR PSEI 12,520 13,643 March AVA BPAT 9,088 5,439 AVA CISO 0 0 AVA IPCO 15,021 10,702 AVA NWMT 19,795 18,901 AVA PACW 5,058 5,192 Attachment E Page 157 of 178 AVA PGE 0 0 March AVA PSEI 0 0 AVA SCL 18 0 AVA TPWR 0 0 AZPS CISO 94,839 72,171 AZPS LADWP 23,695 31,347 AZPS NEVP 47,626 41,500 AZPS PACE 157,262 161,848 AZPS PNM 15,947 17,827 AZPS SRP 4,154 3,967 AZPS TEPC 3,646 4,856 BANC BPAT 0 0 BANC CISO 44,574 36,068 BANC TIDC 3,432 2,735 BPAT AVA 11,325 10,021 BPAT BANC 0 0 BPAT CISO 17,197 22,876 BPAT IPCO 14,535 4,749 BPAT LADWP 0 0 BPAT NEVP 0 0 BPAT NWMT 17,054 12,962 BPAT PACW 4,837 3,257 BPAT PGE 24,718 22,672 BPAT PSEI 15,618 20,547 BPAT PWRX 4,923 0 BPAT SCL 4,745 4,992 BPAT TPWR 10,188 13,112 March CISO AVA 0 0 Attachment E Page 158 of 178 CISO AZPS 41,759 30,917 March CISO BANC 43,639 57,361 CISO BPAT 31,944 35,760 CISO LADWP 50,554 51,085 CISO NEVP 83,463 66,098 CISO PACW 12,786 41,442 CISO PGE 49,531 71,815 CISO PWRX 320,642 338,692 CISO SRP 57,800 54,009 CISO TEPC 0 0 CISO TIDC 13,747 14,714 IPCO AVA 30,978 32,600 IPCO BPAT 6,070 6,616 IPCO NEVP 27,095 16,084 IPCO NWMT 1,024 1,548 IPCO PACE 56,934 50,980 IPCO PACW 40,885 30,879 IPCO PSEI 5,331 4,233 IPCO SCL 9,549 8,271 LADWP AZPS 2,818 4,747 LADWP BPAT 0 0 LADWP CISO 37,042 26,249 LADWP NEVP 23,056 22,861 LADWP PACE 29,943 34,177 LADWP TEPC 0 0 NEVP AZPS 3,215 5,454 NEVP BPAT 0 0 March NEVP CISO 62,375 46,255 Attachment E Page 159 of 178 NEVP IPCO 57,556 49,906 March NEVP LADWP 19,634 19,823 NEVP PACE 212,357 186,860 NWMT AVA 10,554 9,244 NWMT BPAT 5,717 3,668 NWMT IPCO 6,618 5,441 NWMT PACE 43,856 41,416 NWMT PACW 0 0 NWMT PGE 1 0 NWMT PSEI 110 0 NWMT TPWR 0 0 PACE AZPS 18,149 12,804 PACE IPCO 31,322 32,991 PACE LADWP 7,604 4,718 PACE NEVP 5,031 3,178 PACE NWMT 6,576 4,985 PACE PACW 31,300 24,028 PACE SRP 0 0 PACE TEPC 0 0 PACW AVA 6,192 6,250 PACW BPAT 6,379 4,744 PACW CISO 17,710 37,856 PACW IPCO 16,380 15,076 PACW NWMT 0 0 PACW PGE 65,927 56,243 PACW PSEI 40,077 37,812 PACW SCL 1,724 1,375 March PGE AVA 0 0 Attachment E Page 160 of 178 PGE BPAT 41,815 29,998 March PGE CISO 17,578 15,852 PGE NWMT 1 0 PGE PACW 10,172 16,529 PGE PSEI 2,480 2,995 PGE SCL 1,306 1,242 PGE TPWR 0 0 PNM AZPS 114,933 125,827 PNM SRP 803 852 PNM TEPC 13,343 12,707 PSEI AVA 0 0 PSEI BPAT 33,095 26,767 PSEI IPCO 2,931 2,478 PSEI NWMT 97 0 PSEI PACW 5,289 6,876 PSEI PGE 1,040 1,124 PSEI PWRX 23,355 26,297 PSEI SCL 23,516 21,716 PSEI TPWR 7,682 7,104 PWRX BPAT 16,390 0 PWRX CISO 0 0 PWRX PSEI 7,650 6,979 SCL AVA 7 0 SCL BPAT 856 846 SCL IPCO 5,394 5,905 SCL PACW 359 522 SCL PGE 721 814 March SCL PSEI 3,440 4,061 Attachment E Page 161 of 178 TABLE 2: Energy transfers (MWh) in the FMM and RTD markets for Q1 2023 SRP AZPS 53,332 52,849 March SRP CISO 136,422 125,198 SRP PACE 0 0 SRP PNM 58 91 SRP TEPC 25,779 23,480 TEPC AZPS 2,770 2,511 TEPC CISO 65,489 67,012 TEPC LADWP 0 0 TEPC PACE 5,869 4,703 TEPC PNM 21,855 16,460 TEPC SRP 24,516 21,236 TIDC BANC 4,589 5,538 TIDC CISO 19,037 15,510 TPWR AVA 0 0 TPWR BPAT 6,029 4,742 TPWR NWMT 0 0 TPWR PGE 0 0 TPWR PSEI 6,198 7,767 Attachment E Page 162 of 178 GRAPH 2: WEIM transfer Attachment E Page 163 of 178 WHEEL-THROUGH TRANSFERS As the footprint of the WEIM grows, wheel-through transfers may become more common. In order to derive the wheel-through transfers for each WEIM BAA, the ISO uses the following calculation for every real-time interval dispatch: • Total import: summation of transfers above base transfers coming into the WEIM BAA under analysis • Total export: summation of all transfers above base transfers going out of the WEIM BAA under analysis • Net import: the maximum of zero or the difference between total imports and total exports • Net export: the maximum of zero or the difference between total exports and total imports • Wheel-through: the minimum of the WEIM transfers into (total import) or WEIM transfer out (total export) of a BAA for a given interval All wheel-through transfers are summed over both the month and the quarter. Currently, a WEIM entity facilitating a wheel through receives no direct financial benefit for facilitating the wheel; only the sink and source directly benefit. As part of the WEIM Consolidated Initiatives stakeholder process, the ISO committed to monitoring the wheel through volumes to assess whether, after the addition of new WEIM entities, there is a potential future need to pursue a market solution to address the equitable sharing of wheeling benefits. The ISO will continue to track the volume of wheel-through transfers in the WEIM market in the quarterly reports. This volume reflects the total wheel-through transfers for each WEIM BAA, regardless of the potential paths used to wheel through. The net imports and exports estimated in this section reflect the overall volume of net imports and exports; in contrast, the imports and exports provided in Table 2 reflect the gross transfers between two WEIM BAAs. The metric is measured as energy in MWh for each month and the corresponding calendar quarter, as shown in Tables 3 through 6 and Graphs 3 through 6. BAA Net Export Net Import Wheel Through AVA 89,033 139,575 41,711 AZPS 335,627 97,806 587,198 BANC 45,406 344,159 27 BPAT 163,219 151,860 188,705 Attachment E Page 164 of 178 CISO 1,354,826 848,513 760,999 IPCO 134,840 282,849 217,001 LADWP 116,399 323,748 76,443 NEVP 478,330 121,989 296,657 NWMT 138,434 24,401 54,423 PACE 307,605 714,838 136,367 PACW 198,530 104,643 314,838 PGE 103,768 345,990 118,814 PNM 350,796 34,129 35,569 PSEI 143,862 143,365 93,611 PWRX 9,974 881,791 18,715 SCL 24,259 75,138 20,791 SRP 510,350 68,884 91,678 TEPC 253,452 100,086 11,232 TIDC 54,996 29,366 - TABLE 3: Estimated wheel-through transfers in Q1 2023 Attachment E Page 165 of 178 GRAPH 3: Estimated wheel-through transfers in Q1 2023 BAA Net Export Net Import Wheel Through AVA 31,563 51,280 15,559 AZPS 104,474 41,250 199,725 BANC 5,948 105,806 - BPAT 44,031 66,013 64,078 CISO 250,023 450,123 245,565 IPCO 54,962 115,578 66,641 LADWP 28,738 139,583 32,273 NEVP 136,668 54,724 93,943 NWMT 63,081 5,166 13,003 PACE 208,253 59,238 43,474 PACW 81,578 31,385 122,731 Attachment E Page 166 of 178 PGE 37,956 108,018 40,945 PNM 125,036 5,939 12,130 PSEI 44,148 52,906 28,675 PWRX 5,951 177,954 8,665 SCL 9,611 18,669 7,464 SRP 160,003 7,850 8,432 TEPC 82,788 22,430 4,278 TIDC 17,276 4,804 - TPWR 27,342 714 8,688 TABLE 4: Estimated wheel-through transfers in January 2023 GRAPH 4: Estimated wheel-through transfers in January 2023 Attachment E Page 167 of 178 BAA Net Export Net Import Wheel Through AVA 32,236 45,181 11,152 AZPS 111,287 35,097 173,822 BANC 682 175,480 - BPAT 68,437 31,704 60,190 CISO 582,404 172,838 275,940 IPCO 25,221 136,577 53,806 LADWP 28,307 105,874 15,489 NEVP 152,045 36,225 84,033 NWMT 43,070 8,325 13,934 PACE 72,930 231,896 36,612 PACW 49,803 36,741 99,900 PGE 34,474 120,584 42,590 PNM 102,484 9,921 7,329 PSEI 45,624 44,335 26,665 PWRX 2,650 344,454 4,444 SCL 7,714 24,087 8,114 SRP 186,532 18,775 45,443 TEPC 65,427 43,296 271 TIDC 16,672 7,114 - TPWR 8,439 7,936 11,453 TABLE 5: Estimated wheel-through transfers in February 2023 Attachment E Page 168 of 178 GRAPH 5: Estimated wheel-through transfers in February 2023 BAA Net Export Net Import Wheel Through AVA 25,234 43,115 15,000 AZPS 119,866 21,459 213,651 BANC 38,775 62,872 27 BPAT 50,751 54,143 64,437 CISO 522,398 225,552 239,494 IPCO 54,657 30,694 96,554 LADWP 59,353 78,291 28,681 NEVP 189,617 31,040 118,681 NWMT 32,284 10,909 27,486 PACE 26,422 423,704 56,281 PACW 67,148 36,517 92,207 PGE 31,338 117,388 35,279 Attachment E Page 169 of 178 PNM 123,276 18,268 16,109 PSEI 54,090 46,125 38,271 PWRX 1,373 359,383 5,606 SCL 6,934 32,383 5,214 SRP 163,815 42,260 37,803 TEPC 105,237 34,359 6,684 TIDC 21,048 17,449 - TPWR 4,982 12,689 7,526 TABLE 6: Estimated wheel-through transfers in March 2023 GRAPH 6: Estimated wheel-through transfers in March 2023 Attachment E Page 170 of 178 REDUCED RENEWABLE CURTAILMENT AND GHG REDUCTIONS The WEIM benefit calculation includes the economic benefits that can be attributed to avoided renewable curtailment within the ISO footprint. If not for energy transfers facilitated by the WEIM, some renewable generation located within the ISO would have been curtailed via either economic or exceptional dispatch. The total avoided renewable curtailment volume in MWh for Q1 2023 was calculated to be 8,283 MWh (January) + 21,976 MWh (February) + 22,743 MWh (March) = 53,002 MWh total. There are environmental benefits of avoided renewable curtailment as well. Under the assumption that avoided renewable curtailments displace production from other resources at a default emission rate of 0.428 metric tons CO2/MWh, avoided curtailments displaced an estimated 22,685 metric tons of CO2 for Q1 2023. Avoided renewable curtailments also may have contributed to an increased volume of renewable credits that would otherwise have been unavailable. This report does not quantify the additional value in dollars associated with this benefit. Total estimated reductions in the curtailment of renewable energy in the ISO footprint, along with the associated reductions in CO2, are shown in Table 7. Year Quarter MWh Eq. Tons CO2 1 8,860 3,792 2015 2 3,629 1,553 3 828 354 4 17,765 7,521 1 112,948 48,342 2016 2 158,806 67,969 3 33,094 14,164 4 23,390 10,011 1 52,651 22,535 2017 2 67,055 28,700 3 23,331 9,986 4 18,060 7,730 1 65,860 28,188 2018 2 129,128 55,267 3 19,032 8,146 4 23,425 10,026 1 52,254 22,365 2019 2 132,937 56,897 Attachment E Page 171 of 178 3 33,843 14,485 4 35,254 15,089 1 86,740 37,125 2020 2 147,514 63,136 3 37,548 16,071 4 39,956 17,101 2021 1 76,147 32,591 2 109,059 46,677 3 23,042 9,862 4 38,044 16,283 2022 1 94,168 40,304 2 118,352 50,655 3 42,468 18,176 4 25,609 10,960 2023 1 53,002 22,685 Total 1,903,799 814,746 TABLE 7: Total reduction in curtailment of renewable energy and associated reductions in CO2 FLEXIBLE RAMPING PROCUREMENT DIVERSITY SAVINGS The WEIM facilitates procurement of flexible ramping capacity in the FMM to address variability that may occur in the RTD. Because variability across different BAAs may happen in opposite directions, the flexible ramping requirement for the entire WEIM footprint can be less than the sum of individual BAA’s requirements. This difference is known as flexible ramping procurement diversity savings. Starting in 2016, the ISO replaced the flexible ramping constraint with flexible ramping products that provide both upward and downward ramping. The minimum and maximum flexible ramping requirements for each BAA and for each direction are listed in Table 8. Month BAA Direction Minimum requirement Maximum requirement AVA up 22 81 January AZPS up 49 284 BANC up 10 96 BPAT up 82 371 Attachment E Page 172 of 178 CISO up 248 2,337 IPCO up 36 189 LADWP up 30 393 NEVP up 20 446 NWMT up 22 127 PACE up 90 460 PACW up 49 174 PGE up 51 200 PNM up 39 155 PSEI up 74 167 PWRX up 78 294 SCL up 7 31 SRP up 17 201 TEPC up 66 193 TIDC up 2 17 TPWR up 3 19 ALL EIM up 315 2,771 AVA down 11 92 AZPS down 23 231 January BANC down 6 152 BPAT down 141 639 CISO down 187 1,332 IPCO down 36 194 LADWP down 38 297 NEVP down 24 414 NWMT down 41 124 PACE down 176 461 PACW down 34 163 PGE down 28 204 PNM down 41 141 PSEI down 52 153 Attachment E Page 173 of 178 PWRX down 69 356 SCL down 4 28 SRP down 20 181 TEPC down 0 165 TIDC down 1 17 TPWR down 2 24 ALL EIM down 279 2,175 AVA up 20 81 February AZPS up 39 284 BANC up 8 102 BPAT up 87 435 CISO up 259 2,303 IPCO up 44 175 LADWP up 49 393 NEVP up 26 463 NWMT up 32 124 PACE up 103 525 PACW up 51 174 PGE up 35 200 February PNM up 39 155 PSEI up 67 167 PWRX up 79 369 SCL up 6 31 SRP up 27 267 TEPC up 64 200 TIDC up 2 20 TPWR up 23 19 ALL WEIM up 395 2,771 AVA down 14 103 AZPS down 31 383 BANC down 9 152 Attachment E Page 174 of 178 BPAT down 163 639 CISO down 220 1,332 IPCO down 52 194 LADWP down 68 307 NEVP down 32 414 NWMT down 36 132 PACE down 139 451 PACW down 50 163 PGE down 45 204 PNM down 59 146 PSEI down 74 153 PWRX down 66 356 SCL down 7 28 SRP down 23 400 TEPC down 39 134 TIDC down 1 17 TPWR down 2 25 ALL EIM down 438 2,175 March AVA up 23 81 AZPS up 44 300 BANC up 7 102 BPAT up 76 435 CISO up 266 2,323 IPCO up 45 189 LADWP up 51 393 NEVP up 24 463 NWMT up 46 127 PACE up 103 525 PACW up 49 174 PGE up 59 200 PNM up 50 155 Attachment E Page 175 of 178 March PSEI up 67 167 PWRX up 79 377 SCL up 6 31 SRP up 35 280 TEPC up 62 263 TIDC up 2 20 TPWR up 2 19 ALL WEIM up 385 2,771 AVA down 15 94 AZPS down 18 383 BANC down 5 152 BPAT down 109 639 CISO down 220 1,332 IPCO down 52 194 LADWP down 41 307 NEVP down 12 414 NWMT down 9 132 PACE down 96 451 PACW down 22 163 PGE down 24 204 PNM down 36 155 PSEI down 10 153 PWRX down 46 356 SCL down 5 28 SRP down 28 400 TEPC down 19 129 TIDC down 0 19 TPWR down 2 25 ALL WEIM down 1,718 2,175 Table 8: Flexible ramping requirements Attachment E Page 176 of 178 The flexible ramping procurement diversity savings for all the intervals averaged over the month are shown in Table 9. The percentage savings is the average MW savings divided by the sum of the individual BAA requirements. January February March Direction Up Down Up Down Up Down Average MW saving 1,655 1,657 1,698 1,484 2,470 951 Sum of BAA requirements 2,983 2,714 2,982 3,013 4,985 3,113 Percentage savings 55% 61% 57% 49% 50% 31% Table 9: Flexible ramping procurement diversity savings in Q1 2023 Flexible ramping capacity may be used in RTD to handle uncertainties in the future interval. The RTD flexible ramping capacity is prorated to each BAA. Flexible ramping surplus MW is defined as the awarded flexible ramping capacity in RTD minus its share, and the flexible ramping surplus cost is defined as the flexible ramping surplus MW multiplied by the flexible ramping WEIM-wide marginal price. A positive flexible ramping surplus MW is the capacity that a BAA provided to help other BAAs, and a negative flexible ramping surplus MW is the capacity that a BAA received from other BAAs. The EIM dispatch cost for a BAA with positive flexible ramping surplus MW is increased because some capacities are used to help other BAAs. The flexible ramping surplus cost is subtracted from the BAA’s WEIM dispatch cost to reflect the true dispatch cost of a BAA. Please see the Benefit Report Methodology for more details. CONCLUSION Using state-of-the-art technology to find and deliver low-cost energy to meet real-time demand, the WEIM demonstrates that utilities can realize financial and operational benefits through increased coordination and optimization. In addition to these benefits, the WEIM provides significant environmental benefits through the reduction of renewable curtailments during periods of oversupply. Sharing resources across a larger geographic area reduces greenhouse gas emissions by using renewable generation that otherwise would have been turned off. The quantified environmental benefits from avoided curtailments of renewable generation from 2015 to-date reached 814,746 metric tons of CO2, roughly the equivalent of avoiding the emissions from 171,297 passenger cars driven for one year. Attachment E Page 177 of 178 APPENDIX 1: GLOSSARY OF ABBREVIATIONS Abbreviation Description APS Arizona Public Service AVA Avista Utilities BAA Balancing Authority Area BANC Balancing Authority of Northern California BPA Bonneville Power Administration CISO, ISO California ISO EIM Energy Imbalance Market FMM Fifteen Minute Market GHG Greenhouse Gas IPCO Idaho Power LADWP Los Angeles Department of Water and Power MW Megawatt MWh Megawatt-Hour NVE NV Energy PAC PacifiCorp PACE PacifiCorp East PACW PacifiCorp West PGE Portland General Electric PSE Puget Sound Energy PWRX Powerex RTD Real Time Dispatch SCL Seattle City Light SRP Salt River Project TEP Tucson Electric Power TID Turlock Irrigation District TPWR Tacoma Power WEIM Western Energy Imbalance Market Attachment E Page 178 of 178