Loading...
HomeMy WebLinkAbout20060307Revisions.pdf825 N.E. Multnomah St. Portland OR 97232 - PACIFICORP ~J: 19 PACIFIC POWER UTAH POWER March 6, 2006 . ~ "i!:!i.__ -,~ ::~:,i'i!~-;~;iC:ii Idaho Public Utilities Commission 472 W Washington Boise, ill 83270 pj\C-f- ~ 611- Attention:Jean Jewell Commission Secretary Re:Compliance Filing Revisions to the Company s Customer Guarantee Rule 25 and Schedule 300 PacifiCorp (d.a. Utah Power & Light Company) hereby submits for filing an original and seven copies of the Company s filing in compliance with Staff Comments regarding PacifiCorp s Revisions to the Company s Customer Guarantee Rule 25 and Schedule 300, #3 in Case No. PAC-04-, Order No. 29698, which stated: That the Company provide a specific proposal to continue monitoring momentary events as soon as possible. In accordance with this provision, the Company and the Commission Staff have reviewed a plan to ensure momentary outage events be evaluated on a state-wide basis to review system performance in Idaho. A copy of the plan is attached and incorporated as part of this filing. Background The Company filed on December 2, 2004 to extend its Service Standards Program which comprises the Customer Guarantees and Network Performance Standards. At that time the Company proposed that both programs be modified slightly to reflect experiences gained during the prior 5 year period. Within the Network Performance Standards, the Company proposed removal of a MAIFI (Momentary Average Interruption Frequency Index) commitment. The Company has limited substation SCADA (System Control and Data Acquisition) equipment that is capable of detecting interruptions to support an accurate MAIFI metric. The Company had previously developed a surrogate method of 1 In Case No. PAC-05-, the Company committed in Commitment ill 10) to develop a plan for measuring short interruptions that it would present to and review with Commission Staff. It committed to filing this plan within 60 days after the meeting with Staff. On January 12, 2006, the Company and Commission Staff reviewed this plan; modifications reflecting Staff input were made and incorporated in the Short Interruption Measurement Plan, which is attached. In Order No. 29973 issued on February 13 2006, the Commission accepted and adopted the commitments included in the Consolidated List of Commitments, including Commitment ill 10). measurement for the short interruptions that MAIFI is designed to capture for substations that do not have SCADA. This surrogate method is not accurately transformed into a MAIFI metric. Recognizing this, the Company and Commission Staff have concurred that reporting two different short-interruption measures, dependent upon the type of equipment at the substation, would provide the Company and the Commission Staff awareness of areas within the system that may be experiencing unusual short-interruption performance. Summary In compliance with P AC-04- 72 the Company provides the attached Short Interruption Measurement Plan, which will be used to measure short duration outages for both SCADA and non-SCADA substations. Using the method outlined, these results will be provided annually with its regular report ofldaho reliability to Commission Staff. It is respectfully requested that all formal correspondence and Staff requests regarding this filing be addressed to the following: By E-mail (preferred):datarequest~pacificorp. com By regular mail:Data Request Response Center PacifiCorp 825 NE Multnomah, Suite 800 Portland, OR 97232 Please direct any informal questions to Heide Caswell at 503-813-6216. Sincerely, V~~M-d~1 p. J\ D. Douglas Larson Vice President, Regulation Enclosures 2 This filing also pertains to PAC-05-, Commitment ill (10), as noted previously in footnote 1. POWER DELIVERY ASSET MANAGEMENT SHORT-INTERRUPTION/MAIFI REPORTING MEASUREMENT REPORT February 21 , 2006 CONTENTS Executive Summary (IDAHO Only).......................................................................... 2 Background................ .............................. ............... .......... ....... .......... ......... ............ 3 Processes........ ........ ................................... ........... ............ ......... .......... .................. 1 Pre-CADOPS environment..................................................................................... 4 2 Post-CADOPS Implementation, Prior To April 1 , 2006: ........................................... 3 Post-CADOPS Implementation, After April 1 , 2006:................................................. 3.4 Post-CADOPS IPost-EMS/SCADA environment .................................................... 5 POST-CADOPS BREAKER OPERATIONS RECORD environment....................... 8 MAl FI Calculations.................. ........... .............................................. ......... .............. 9 BREAKER OPERATIONS Calculations................................................................. Recommendations................................... ................... ............. ................... ........... 12 Appendix A: Lightning Flash Density Map for PacifiCorp service Territory..................... 13 Appendix B: Vegetation Greenness Map of the United States ....................................... 14 Appendix C: PacifiCorp SCADA By State, Geographical Depictions.............................. 15 Appendix D: Tabular SCADA BY Operating Area wi circuit details ................................ 17 Appendix E -Idaho Circuit Characteristics Maps ........................................................... 19 Appendix F -IEEE P1366-2003 DEFINITIONS............................................................. 24 Page 1 of 30 0 EXECUTIVE SUMMARY (IDAHO ONLY) At the approval of the merger between Scottish Power and PacifiCorp, the Company instituted the Service Standards Program, which identified Performance Standards and Customer Guarantees that it would implement during the five-year period after the merger s approval.The Customer Guarantees were those customer-specific commitments, such responsiveness to a request for an estimate. The Performance Standards were state-wide system commitments, and addressed sustained outage reliability improvements in addition to momentary outage frequency improvements. During the five-year period the Company successfully completed each of these commitments. On December 2, 2004 the Company filed to extend the program with some modifications. Fundamentally, this modification removed a specific improvement target for momentary outage frequencies, recognizing the historic surrogate used to calculate momentary interruptions was inaccurate; the Company previously used breaker operations counts as a method to infer a momentary outage event. In PAC-04-7 Staff accepted the modified Service Standards Program , with the provision that the Company propose its future planned MAIFI measurement methodology. This plan describes the process proposed. The merger between PacifiCorp and ScottishPower and the introduction of CADOPS (Computer Aided Distribution Operations System, an automated outage management system), and Prosper/US (which is a company-developed system for archiving and reporting outage information), throughout PacifiCorp have been shown to significantly increase the accuracy and consistency of sustained outage reporting. With CADOPS implementation , (in March , 2002) the legacy systems which captured momentary information, however incorrectly, were disabled from automatically generating these statistics. In the interim, a limited amount of SCADA-outfitted substations have been reporting momentary outage information into the CADOPS system. These outage events have been archived into Prosper/US. Momentary indices have been the result of this small subset of momentary outages divided by the total customers for each state, which has resulted in substantial under-reporting of momentary metrics. This report describes the going-forward data collection methodology, utilizing PacifiCorp s SCADA system, where currently in place beginning at April 1 , 2005 , to be reported at fiscal year-end. Additionally, it describes the method to calculate MAIFI and MAl FIE. in addition to identifying the method for determining breaker operations for non-SCADA circuits. Page 2 of 30 BACKGROUND Upon the completion of the merger, the Company immediately instigated plans to simultaneously improve and monitor network reliability performance. This was accomplished through a series of improvement programs such as the deployment of the Network Initiatives Program , as well as implementation of outage management software. The effect of the Network Initiatives Program , as well as other delivery system improvements , can be evidenced by evaluating performance up to the point that CADOPS was implemented, and has been previously demonstrated in each state s reported momentary outage metrics. The system improvements that delivered the reduction in historic MAIFI included the continued expansion of the underground network, improved vegetation management programs, continued fuse coordination techniques, optimization of reclosers and greater usage of reclosers and SmartLinks. The Company used substation breaker operations counts to infer a momentary interruption. It calculated that for every time a substation breaker operated when not associated with a switching or maintenance operation , a momentary interruption had occurred. Every customer served from that substation breaker was considered to have experienced a momentary customer interruption. The total number of momentary customer interruptions was divided by all customers to arrive at MAIFI. This was divided by 3 to arrive at a MAl Fie result. The factor of 3 was selected because the Company s convention was to have 3 operations prior to lockout. This method did not account for breaker operations that resulted in lockout, for those operations that successfully cleared a fault prior to the third reclose operation , nor for short-duration loss of supply events. Regardless, using the breaker-operation method consistently from 1995 through 2002 demonstrated that the Company had achieved its merger commitment 5% improvement goal (in Performance Standard 3). However, after CADOPS, the reported MAIFI indices in each state have substantially declined, in large part due to the methods used to infer a MAIFI metric. Upon implementation of CADOPS , a substantial number of momentary events were not transmitted into Prosper/US, which led to an understatement of the Company s momentary indices. Commencing on April 1 , 2006 the Company proposes that it will use its existing SCADA system in concert with its Dispatch Log Application to calculate momentary indices to explicitly report MAIFI and MAIFIE metrics. These results will be reported for fiscal year- end 2006, after March 31 , 2006. After deployment of its EMS/SCADA project the same fundamental calculations will be performed within the PI historian, the database into which the EMS/SCADA system will feed , and again will derive momentary metrics, consistent with IEEE standards. Additionally, due to the relatively small percentage of circuits that are outfitted with SCADA, the Company will continue to collect and analyze mechanically- counted breaker operations for circuits that do not have SCADA. Page 3 of 30 PROCESSES PRE-CADOPS ENVIRONMENT: Prior to CADOPS , PacifiCorp measured momentary events based upon circuit breaker operations, measured by mechanical counters located at substations. It assumed that every time a breaker operated, except when associated to routine maintenance or with a temporary switching operation, a momentary interruption occurred. This data was collected by monthly capture of these breaker counter readings, performed concurrent with substation inspections. These readings were entered into the outage reporting system via an assumption that for each of these events during the period, each customer connected to the circuit experienced a momentary customer interruption. The momentary average interruption frequency index, or MAIFI , was calculated by dividing the sum of momentary customer interruptions by all customers served within the given area (Le. the number of customers served within a state). To calculate a momentary event index, it divided the MAIFI index by a factor of 3 (based upon the Company s conventional settings for reclosures prior to lock-out). These interruptions were stored as ORS (Outage Reporting System) entries within the outage management system. The effect of this approach was to overstate momentary interruptions since many of them result in a sustained interruption (and these can not be differentiated). Potentially, also momentary events may be incorrect since in many cases only one operation of a breaker may be required to clear a fault. Figure 1: Pre-CADOPS Method for Calculating MAIFI & MAIFle 00"",', c;~"; Breaker Counter Readings Yes Historic MAIFI & MAIFle Page 4 of 30 POST-CADOPS IMPLEMENTATION , PRIOR TO APRIL 1 2006: At the time of CADOPS implementation, and in preparation for a more long-range momentary outage management data capture strategy, the Company severed the ties that fed breaker-initiated momentary events into the Outage Reporting System. Instead , it determined that utilizing information initiated by SCADA-collected data would be a more accurate measure of momentary interruptions. As such , these outages were reported into Prosper/US, but resulted in understated momentary indices since the system reports were dividing the interruptions (of which only a small percentage were being reported) by all customers served by the Company. Figure 2: Post CADOPS, Prior to April 1 , 2005 Method for Calculating MAIFI & MAIFle Momentary event occu.-s *lighlningstrike *lines make contact; , animal contact tree interaction. Causes fault, Whichresuijs'in system attempting to clear the fault via an Interrupting SCADA Sites are - . - device (fuse recloser, bre~ker).lfatcircuit breaker, and SCADAexists. and breaker statuspO e y sys em has changeqWhen it's polled... Post-CADOPS MAIFI & MAIFle Page 5 of 30 POST-CADOPS IMPLEMENTATION, AFTER APRIL 1, 2006: As stated previously, at the time of CADOPS implementation much in regard to momentary outage data collection changed. One system that was implemented prior to that time called the Dispatcher Log. This system is an ACCESS database application, and is used to record breaker operations that occur on SCADA operated devices. The data collected within this ACCESS application is all actions that occurred on them , such as tagged-out status, operated (and time, date, number of operations , lock-out status and cause of operation and includes loss of upstream supply). On a monthly basis, a random audit will be prepared , comparing Dispatch Log entries against Sequence of Events Records for SCADA-operated breakers. This dataset will serve as the interim data source until the EMS/SCADA Project is released1 . Upon implementation of this methodology, the Company will deliver momentary indices consistent with IEEE P1366 standards, where SCADA breakers are present. Figure 3: Post CADOPS, Post-April 1 2006 Method for Calculating MAIFI and MAIFle Momentary. eventoccurs *ligtilningstrike *lines, ma~econtact, aniroaleontact *I~lnteraclion, Causesfault,whiclrresults In syStem attemptingtodeaf'lhe.fault via an interrUpting device (fuse reqqser breaker). 'l1'at ciffijJit breakef;andSCAoAexists, and bfE!8kerstatus . has changed when Irs polled:.. SCADA Sites are polled by system 1 EMS/SCADA was targeted for late 2005 deployment. Page 6 of 30 POST -CADOPS IPOST EMS/SCADA ENVIRONMENT: Upon completion of the EMS/SCADA Project the Company will have a single, comprehensive data source for evaluation of all types of momentary outage operations which requires no human intervention for collecting momentary incidents. After EMS/SCADA deployment, rather than querying the Dispatch Log ACCESS database, queries within EMS/SCADA's PI historian database will be conducted which is fed directly from EMS/SCADA. As previously identified, this method will derive momentary indices consistent with IEEE P1366 standards. Figure 4: Post-CADOPS, Post EMS/SCADA Method Calculating MAIFI and MAIFle Momentary event occurs Iightningstlike lines make contact animal contact, tree interaction Causes fault, which results in.system attempting to clearthEffaultviaan interrupting device (fuse, Jecloser;breaker). -If at circuit breaker, and SC,t\DAeXists,!'\ndbreaker .status has changed when it's polled... SCADA Sites are polled by system Post-EMS/SCADA MAIFI & MAIFle Page 7 of 30 POST -CADOPS BREAKER OPERATIONS RECORD ENVIRONMENT: For those circuits without SCADA monitoring equipment, PacifiCorp will measure circuit breaker operations as recorded by mechanical counters located at substations. These mechanical counters are read monthly during substation inspections and are entered into the Company s equipment database , contained in its SAP system. On a routine basis these counts will be downloaded into spreadsheets and reviewed to determine system performance issues. There will be no attempt to infer any form of MAIFI measurement; however this data will be important to evaluate breaker operation performance for potential substation or downline problem facilities. The summarized data will be provided annually in the Company s Service Quality Review Report. Figure 5: Post-CADOPS Method for Calculating Non-SCADA Breaker Operations M.~~ c;~" Historic Breaker Operations Page 8 of 30 MAIFI CALCULATIONS Figure 5: Calculation Flow Process using Dispatch Log & PI Historian Using Dispatch Log Application as Database Using EMS/SCADA PI Historian as Database For each circuit, identify . "- " Dispatch center . state operating area frozen circuit customer coun h center, an For each trip, identify circuit name circuit id operation start time operation end time reclose (y/n) number of operations tag-out status comments Momentary Interruptions and Events will be calculated as follows: Definitions ./ SCADA breaker interruption is the individual operation of a breaker that does not result in a lockout event, and is not associated with a pre-arranged tagging-out event. ./ SCADA breaker event is the individual sequence of a breaker operation that does not result in a lockout event, and for which the next operation in the sequence must be within 5 minutes of the end of the prior operation. It also is not associated with a pre-arranged tagging-out event. Calculation ./ For each state Momentary Interruption (I (SCADA breaker operation)*(SCADA breaker customer count))/(I(SCADA breaker customer count) Momentary Event (I (SCADA breaker event)*(SCADA breaker customer count))/(I(SCADA breaker customer count) Page 9 of 30 Assumptions ./' Fundamentally, momentary outages are promulgated via vegetation , lightning3 or animals within the vicinity of the overhead distribution system. ./' Downline reclosers4 have a negligible effect on momentary events experienced by customers either upstream or downstream of the recloser. 2 Vegetation panels are shown in Appendix B to demonstrate the relative predictability of this type of exposure to the overhead system,3 Lightning flash densiities are depicted on Appendix A across PacifiCorp s service territory.4 Hydraulic and electronic reclosers are delineated in Appendix C. Page 1 0 of BREAKER OPERATIONS CALCU LATIONS Figure 6: Calculation Flow Process using Breaker Counter Readings, Prosper/US and Using Breaker Operations c~~~ormance Evaluation ~( ' Within Idaho operating area breaker id report start date report end data original counter reading ending period counter readin known non-fault operations Non-SCADA breaker operations will be calculated as follows: Definitions ,/' Non-SCADA breaker operation is the individual operation of a breaker that results in a recorded breaker operation on the mechanical counters. ,/' Breaker lockout event is an event which results in an assumed three operations prior to lockout; a circuit breaker lockout operation will be determined to have occurred when a sustained event is recorded in Prosper/US that has an auto- isolation point of the breaker. ,/' Switching operation is an event that was recorded in on-site substation records that indicate that Company actions resulted in breaker counter records. Calculation ,/' For each circuit breaker Breaker Operation = (Non-SCADA breaker operation)-(4* (Prosper/US full circuit outageautoisolation point =circuit breaker)) )-switching operation counts Assumptions ,/' Each breaker is set operate three times prior to lockout. ,/' Any event that results in a full-circuit outage resulted in the entire breaker operations sequence being performed. Page 11 of 30 RECOMMENDATIONS It is recommended that PacifiCorp migrate its momentary outage measurement to leverage its currently in-place SCADA system and derive IEEE standard-compliant momentary indices, for those areas with SCADA deployed. For those areas not served by SCADA, it is recommended that the historic method of measuring breaker operations be modified slightly to reflect full-circuit outages and employee switching actions , but that the resulting data is used to evaluate the circuit's performance and make appropriate system adjustments. Further, it is proposed that the methodology described previously for using the Dispatch Log ACCESS application for calculating momentary interruption and event indices be employed until the implementation of EMS/SCADA. Thereafter, similar queries and calculations will be used within EMS/SCADA's PI historian database. Page 12 of 30 APPENDIX A: LIGHTNING FLASH DENSITY MAP FOR PACIFICORP SERVICE TERRITORY Flash Density in the Western States l..,..,. . '.""""""""M --........~"- !!!!!ii'~~'"", ,""""'....... !!!!!ii"'" !!!!!ii.~.B..... !!!!!ii'" !!!!!ii""Bu. "'" '" '" ~.~~ Page 13 of 30 APPENDIX B: VEGETATION GREENNESS MAP OF THE UNITED STATES NCDC IMon;tor I Greenlless I &!m:h.1 Help USFS/NIFC Vegetation Greenness Maps Dwell Fi'l'!;t: ..- Dwell Last: ..- FrameNo: (!is III iSM. ':ili-131i 1IiII1I/.. iiMlil!li!-lOi .'&1!i(J 1lli-141i1i 1!J1.115. ~I!O 1HI1iI!I11li-IZ5 0 CWl..~- Page 14 of 30 APPENDIX C: PACIFICORP SCADA BY STATE, GEOGRAPHICAL DEPICTIONS Idaho State SCADA Distribution Lines with Line Reclosers IJNDA V BONNER OWYHEE Page 15 of 30 ;"""'"'" ~s... ~~.~~"~~'""", PQ~E~ J~)~,fi$JA Page 16 of 30 APPENDIX D: TABULAR SCADA BY OPERATING AREA WI CIRCUIT DETAILS IDAHO - Customer % with Distribution SCADA . % of custmners w/out SCADA . % of cust wi SCADA 10% 100% 90% 80% 70% 60% 50% 40% 30% 20% MONTPELIER PRESTON REXBURG SHELLY SMITHFIELD IDAHO . % ofcustwl SCADA . % of customers w lout SCADA 29%18% 82% 56%100% 100%71%44% 29% 71% Page 17 of 30 Substation Name ALEXANDER ARIMO BANCROFT CHESTERFIELD COVE HORSLEY LAVA LUND MONTPELIER MONTPELIER MONTPELIER RAYMOND ST. CHARLES DOWNEY MALAD MALAD PRESTON PRESTON TANNER WESTON WESTON BERENICE CANYON CREEK MENAN NEWDALE RIGBY RIRIE SOUTH FORK ST. ANTHONY SUGAR CITY THORNTON GOSHEN GOSHEN IDAHO FALLS IDAHO FALLS IDAHO FALLS IDAHO FALLS OSGOOD SHELLEY UCON Circuit ALX11 ARM12 BAN12 CHS12 COV12 HRS11 LVA11 LND11 MNT11 MNT13 MNT14 RAY12 STC11 DWN11 MLD12 MLD13 PRS12 PRS13 TNR11 WST11 WST12 BRN22 CNY21 MNN11 NWD12 RGB13 RIR12 SFK13 STA12 SGR14 THR11 GSH11 GSH13 135 IDF11 IDF12 IDF14 OSG14 SHL 14 UCN11 Circuit Name ALEXANDER #11 ARIMO #12 BANCROFT #12 CHESTERFIELD #12 HATCH COVE #12 HORSLEY #11 LAVA #11 LUND #11 MONTPELIER #11 MONTPELIER #13 MONTPELIER #14 RAYMOND #12 SOUTH TO PEGRAM ST CHARLES #11 DOWNEY #11 MALAD #12 MALAD #13 PRESTON #12 PRESTON #13 TANNER #11 MINK CREEK WESTON#11 SOUTH - WESTON/FAIRVEW WESTON #12 NORTH TO DAYTON BERENICE #22 CANYON CREEK #21 MENAN #11 NEWDALE #12 RIGBY #13 RIRIE #12 SOUTH FORK #13 ANTELOPE FLATS ST ANTHONY #12 SUGAR CITY #14 THORNTON #11 GOSHEN #11 GOSHEN #13 IDAHO FALLS-IDAHO FALLS CITY-46KV IDAHO FALLS #11 IDAHO FALLS #12 IDAHO FALLS #14 OSGOOD #14 SHELLEY #14 UCON #11 Page 18 of 30 APPENDIX E -IDAHO CIRCUIT CHARACTERISTICS MAPS Montpelier ..- i1UNCHiAM BONNEVILLE Page 19 of 30 Mud lake MONT ANA BEAVERHEAD lIH~HI BtNGHAM Page 20 of 30 Preston POWER Page 21 of 30 Page 22 of 30 Shelley Page 23 of 30 APPENDIX F - IEEE P1366-2003 DEFINITIONS ""'".... ,.....",,"" """'GUC~ 1"C!ft"'-BmU"""""~JlC"'TIUIUT1t111 """""'UTY'JL1II:-e!!I 3. Defintlims ~"" ..... !!J""" hm! b:I ala n....... :n mi1lml.w~ fo. :fIdDn fiR; all'm 10Wx WalJIIIJro. MID,. PI'U- tEUrtfil'm; ...."., ..-. dlrmlly 1m.. :rk -- -...., of lEEK.5'I!m- :rtnoI:. i'II1J!dlll!II. 1:B'i'.1"- rr '11EE "" Il l!DulUrt --..... ...., dltln.'nuU :n IJ1IJ iIocum!Jt UJJ1 n... d~, !be defr1Ukm III 1J1. dtWJlEll:- Of I"" "'" 'Ileimme1bi!)'1mo l:ew !~!II.-1J115"""'I11Ji!IIl\T:l....,:noIl:m1p-"'1'jdJ!IImd. 1 EDl1...,iW llad! Ctunecled lmuliutner :tVA, J"S'k 1aD1, ur n-.oil Jl.mnm:! (00 be "kzrly lpedrBi """" "'P"rtInJi) "11 u.. amutlDrpnllttl ol_llII1Ito Irteuujtl!d. Wb!D rep"1tU18. DeroptJrtllnlld. IUs -m.IU1I1UI11l1JJ'l"'B:nr tIll~B:peda"~' 3.'2- mrta""'Tl A ""'_d~OEJ1/D! p3IIt flu'whlm.... l1:li"" b'IiI-.I: IJ ~ll'lm II: Uf'O'!lllDball.... f"-s~ I"""'1w). 3.3 "",tamor"nlll: Tba:uw- PI' mmulU!l3 _...-.ell orllll!muftli.'d. deJ!l'l1'D1B 011 ""'81'- 3.4- dIsit:IbuliDII "'m, TbIIt p:rrIIt!a te.... ,,- 11at -- ...,.,iM ~l!J In:m tmm- pu'IIIJ mJ Ib: tmmmlfiloD "'PUn In Ibconulmu:r. ~~ 'f: ~;:::~::::" :::''!: =.,'7:-~:7'r= ~;:~'" laol"'* oIibd~")'Dm. 3.3- ollbe.lr:T1o~!ak! "fa """""""",I_If to niX lvaJlab:l:! m pes:- ~ ll!mtlod dw m 111 ' ~.......~ _!bIrto:mpmmL 6tnIuttttJlUq:; 1lIN,1olr: An ~n"'"'trI~I1"""'" II a wJJJse P!1IJ'OI"'D: III Dletnpt 110 na,..",p"""'" I1DIII:!f i1 10 1l1'Wll. RelIDrIl1m. "I!IIm'JoI! or 0 0 r t'JI1 '110 ra:m I1IJ!IISI"rd- 1')' ImIIll1,. 1KIfmllIID" Dr mobJr~ m.!I!O:!tII. li!omIpm tJliIudJ!- DIImIt I!!.!!-ai:ait b,-,l!e 1M1mimo,.11IE llirI, ""'Dom1Imo1;,."~""",1o:" .wllcbe!!o or Diu"" 3. ?tnluttttpUum T!IOJ I.... 00' ......Ite bJ .,.., DtJllU'(! DUIamn; In Ibc tltslrlllullm p:ullWI olUJe 11 15 III!! ...-I.'I;.c 01. OC """" OJIq,1I11B11 1l111W". depadl's !II. "JI'S1om cmJ:1B.nrnlJm. fin """': """F- 3..11tJ1ltt"mpUIl' duraUom Tba 1:1ItIcpes:Io1d:llmn tho falllallUll ..flU tuk!1'IIIpt);m mil "uk...... DIrt """'Joeb.. -. _a In _llultmot.T!IOJ:J'II"'3'I'i"""'-' m.y "'1jIIn!...aumB .....lm11l,meffi-. "Iu.. 1)O'I'mL"... s,...Z) mID """'""" Im5 """" .-not 'k:! allumlmuD. :Ead !Of - I1t11Ph'l.ml &1DpiS -. 'IJO d mille ooIlUf!; 1ti! IIaI.t lime, enJIl:1ItIc!lD1:at11IDet 0 I rmIIJJneJ:s :nJomJ,ftB! - -1Izp. 39 :lnbmuJlUIlIlO _a by """'" nWltdR DrUR lIlR:rlin-Uaalpibzm' DutasJs 1Im:1"""",," OII~"" ImumIIoIm,. _Do..... Dr~' fll:ttWealla1f D9a In Ibc btmn.Ip-b:m Dr .....1"" 10 ..... IX' IDN'"....!roam. Whllo 1!J!)!m11y B """" portm or u.. IlIID!:Io!r rT DIem!,b... 1!WIlIS, -n..... Dlelnplkm mil B Imjj:D Olll1berte....-.. m1lut~".."",..'dDiiIY ImB-'"'- 3Dlo""'I,!: 1J!I!~..10 II1a n_DpemIIDII"llI.~oc""""'" br-.rln In 1tleqI1-P "p""'lIII!u 1Iw1'. IX' 111 u.. ...1.... all mlooEllli! "'ooIml.uf!; ~bpJ:ed. Tbe ctDl!:flJ.lD1Y!I-B PI' u...."""'aJU1SIt~ -- "'" 1_"PI'" tm:Iet"lI:Je&o 111- 11",,"1...-.11. I:ttDplek! "I"oblige m JOt- """:nmm~' ~QOO_1o """ ocmm! onrt::mJ!n. TIlls d""", :ant lmI'Ido '"'Y PI' tho IJI"I"'r '!)IIiIbly :a..... iWDt lIE ""!!II, """'"", :IDyI1K':II, orh""'mIa. 'no.....-...- ~'" ..... """'" ~....... L """A"'Bh""""""""..'-"nga ......- Page 24 of 30 ""'" ""'"'" ..-aote....,cm..." """"""'" ...........1I.1TT N:l1::e!I .... ",."..,..... 12 -Jnr IMInlt 111......1t ItDt ,,""""'tis -..amble de5li!;n -. rc ~mJ _III Dr-I!bmI"J""WI'I'oy.oten. A ).!IIJ"r:!!"".t 1"'-'11- M:e.ot onf! MII)tor'lbmtJ1lS (!'IdIIDJ. 13 ID.Jlr UWlt dllJo" A 1Uy:ln "".- U:e tU1Jy '!!-.., :!!IA1IJI ".....tIs II l1monu...loo. T"""" Far t:k "'~ "r~ mnY"Jo"lesn SAID!" o.tI). tll",:ru.pl:J:tn 1tDt"".... rmIUpk allleB1a:.:I1Y" I' w:ctUm bJ U:e tIIJy D1..mIiih U:e IlrermpUnn "".!I"L Bl:IJlIlkmIly. BgIs:/m!11\!!; n do:IJ)' ~- SAID! 8:"""""11110 T"""" "'" dIIys oo._b """'RY """I1om.y ""'"""" ~'CO11tDt1lIJ1I1;aI1y ""~ (ma.. as """""""'fSIaI!t). A~ 11,.1 """""un 1mJ""".....1t BgIs llmLd be ~I maJpm. -. "'JXIlE"!. :!1;) :WIDI111Z1tuylnlm:mphom A 01 10 tJ.lErnIJ1IIDs 11""I:re!bot In """IUBO""'" FI:Ir ""mIJ1B" 1-"'11 QIJmI1'~r ar~nfJm'IIDDI ("'""" DJ""RIIm. bill1\!!; m open:rnnn- by II:Ime)1tDt:11ImmW:lly IIbomfpb ~ ' 10 me or. IU!:le tmIxJ"",.. :Is ""DJ1J!!4 ..110" I11CXIIeI1buy u",,"JIfIOII!'. :13 IDDillUI'lJ.J:yl1lmnupllnn _nit AI ~Im at Iim"JIcd. b'J U:e pwInd. ""JPlmdl:n '"""""""""'lmbym~l1l1J!:ao.l""- ;:(-:: ';:':::f~~= =' ~~~-::::~:;;=~::~ ~; ~:=. """""""."..,........"!boooo,.,,. &,q, .........a-a.... b.hh(mdia:5..m "'11uofim' ~). -"'........,.,. ~.un......,.,;a...d '"'"""""""'my i~ """"", 3.lii "ntmeP (l3k'b:kp......r "",ImlI :c.Th.. ,,- Dr I aompaMlt -.. Ii:ls..,t -.",." '" p""1Jum lb;:"-:fuu!Uu1 t(...w Irm......oem: 111Jett1y """",Iab:d ...10. --1"""",,-.NDrE- (L) ib,,""'!!O...y "-J ...,.........- ~ od""""""'Ia..--... ~""")""""""n~ (Z) nil iIrii......__-...n...n......a ii.aw"'&"I'Pli""""aBa-.~..owJy'" ~""""""'" 3.17 jillIDDodJ:I,-ho:n1ji:bUI, A I.... cr"wtrt"P"""" lItot """'-1__0 0 mmJ"O'1"'d: II d"~ '1Jb9: outur...".,IGeIll:..._led 11""', nSlitll'J:roc l1e puJXlll'" or mu!nJa1lm. (lTflimtnl..... nulntmm""" or. nqmr. ro!IrE- (L) nil,m"". &"s,'~"" IW ~"",-~...a -"""!OPytD~ ~.. ~ Tbo~""U" ~3f., ~~...u.b.o ",",p'Iocaod.m-~...ii"'-'-\7"" .. .. ;;,u-..11:"* .. ~ ' .. .w.. & ;."",.p;-. tho -..,w.. .. '"' iuum1"'- tho -..,..... .. ...~-.-~..,. J:UmIId~ 'De or UlOOIJ"II1ID-I:'A1om Ii:lsDOt'""liJlib'll! '" por,J:zn 110 iI- '" ... p Iawoj, ""'In! dn:rtIy -- 1l111: i:1JII1P"O"filc 19npnrllue;:",lriod' Tho I:'me p:tIDl1 fmn I11!eItI1prmI dlllla:ls 101 be Iml- :11 1O1IaIri11:y l"lm ""1e"I.bI::mm. 1::1Je II1.d md _1D.i! t:m9 I_be -y Inllmlod. AILe..n!!; ItDtboBl1 'WII- U:e :tJ.d!cmil- pmnd. Oanu be ii_. ill .-.uuII_t~ J.II9'i!lI """"11 re -...oil .....,., U:e pwft!""""" Df 111- dl.rtrt.b'ltIn. "!(&tmU (l.yJiJcDIIy """ "'kD1...:JII'U') ID" "ft(bn mm~ -""",nIDIII::e nr a slDS'" dls1rDuUm "'..". 101 ....- J'l!rtDo1 or '!In",. Tlf! ""!'octIle pertN. :Is ....-......:I 10 be """Y"'U'n""""'_sllJed. 3.20 "hip _hmllnn: A pm..... !If reIIl1:Jm,g ~tetI InVl1l!lb:eIJIl :fmm - ~IDSIn I:MH 1!rJE. 3& """iIlUdllborn.jiI:hDt' JaJy "I1IenIp!lm _"_DeJ1I11"'put nr..:m:rt1'1!!'lmry ""....t. TtalIJ, ""Y :"""""(I1Ion 1u!tlll!Js I1I:tJmOftIn:! mtwla 3.22 -tlb. nnmbn:' nr msIn-m1D1 l.......dlTbc """"'8" ITIltitJeI: ot" cmlnme:n """""'- dmfn8; fir: :re:pm!tIIa: J.II9'i!d (;f.. dll'fi!nntrcrwlim""lnl1l1Jo '-11:111111: ""oleuJo/- "'_11" rr:poIt. 3.23 1,1JilADmd Jula:rlpllim .An tJ.Iurupllm1,.,.,..11 by m nuplJ!nl:led. D111B". Co!!,"""'" """" 1"""'-.oJ "J!h- -.-. Page 25 of 30 ""'"...,....."""" 4. Reliability indices """"&UIJ~ """""'-""'T1OI"""""'~IlO..mIlUl1C1\t ...""",urY'OoCO1!e5 1 80s;GfaGln... "llJ!R!- ~atn opemrJ tte _:1_10110 mmlJk!1I1I!:n-. r;, 11101010& '" tnl:nupt'lon """"I TIm:! :IOre- Jrmmpt'JO:lEomt CM:I JM, !I\ N"" N.r 1-; CN1.' ~ - T..." C1mDmm 1'1mrr1IJ'I!!d CUllmwr:MInIIB In\m1pl:i1 JbmI5 "Jk:tDl N:Jm bot" a r !dmre'1br:f :tJIlemtrtlms N_arM'qlIl.U!iry~ttmE- N1mbor- a ~Ied ~.. ftc 8I6tIIIord, IDlernljrtt;! n eM:nt dmlqj.1I1I! 11qll1(1I1g Per!mN_ar~ Cn1IDmimI:IOrIO!Ulll ~:r:lIln1FI1mL......1 IIIm.!J- 1II!pKUq:a.rtm "Jk:tD1Nullt!er'IIfCu__ftc_- cnme- k'tALnUl :tIm:nIpID1fnr""""-JItnrru:Jfim R....m: Tcta1--1:VA lJ:JniI s.m.-ed T_INlI~ IIf c..t:men....1Ii:i 1m" mq:mt- II S .-tm11ntmupllan iiIIrtItg I'"1II!pKUqPerlJ:d ~IN_1If cut.......,-"m ImmIDI~ IIUiJJ! 11.... 8 _e1~ iIIJ! MocI1iottmy:l.IllnnpllIIl.!t"I!onIs IIlttIJi - ~):'I:IE N:Jm- aI'TIlem:"U"". E~ b'j IaImMdlal ~n'r"'RiepOtI'l18- 2 Ii uslain..d inletrru ption ;nd i..... I'JiIiIjErO!1'l\tJtdBj :I1tuIII!-lImtb;(il nlw. 1 BystDm 0"""'08 In1laITUpIIDn fnlqUl:,""Y IR- (BIll FI) DI! """,rem "wmtI'! IDkrnplloo rreql"""Y _IMJ- )mo nfIm 1m '""""'f!,I! awI1m.r~ I-ned 'allompltm"""" n(U'il"-l\neil pmod IIfllm!. _1IIy,,1I1!51s.!J!ten u.~ (1). ~"""""""~" ""'fiJD- Page 26 of 30 ..... """'" """ "Le""""" """..... """"'aJTlQO' """""UTY NJO:.". ,...,.....""...,.""" 3 La"d b"....d indiC21'" 4.3.1 .womB" "",tom Intorruptlon '""'1uoney IndDx lABIA) T'l. imlmlirlm of - ~ "'- 1ID:Jom 131m:- 11m. ~ - t1 ASIPI Js RIImtnl1's UI!oO1In""'u...., dlstJlJIIItm :por!nrlmm! In ...... 11111 ....... 11!ttIYdy !\!10 ...- 'lll'flns "",-.,. I:r'J!!"lmIGD_rrn or km, Jrnlilntnmllj' Ind1!l:lWIamll1OTDD1 ...Ittmm;. ~, i1 . ")'5191 w'iliIn"""!!""",,, Iood dutIllntl""" ASIl'I ...""111 'be fie """'" ... SAI71. MItbof..,liully,1'lIJ II !I'o"el. Xl J1qwJlrrJ (J:5). I TbI1iI !:"'"'""'ted IoN AorLmilnloTrlpl!!dA.!IIFJ - TcmJ =1"""eIIItYA (15) 'Ib """"'Iidetbe 'no..... ue!!:qlD.'Jm (10). II'A.!IIFJ- (Iii) 4.3.2 .womgDsyslllm Inblrruptlon dul1lllcn Ind- !AB ClJ n._nor-aIJ tn.:IeiJtls- rotDlld,-11m.wI_--:III""IUJ(( ~y me "- Xl 11.a A.!IlTldcIWIJm In 43.1. -1y, _II!!JItm In BqI1ll1m (11). A!irDr - I C'IuIIe:tmI kVA J:.JIuB:mJ ofUlId l1!EtInJm1 TnbI C'IuIIe:tmI );VA S........:l (17) TO mmlmtbe _"I""Rq- (1H). A!irDI - PII) 404 Oiher i neli""", (mD"",ntaryJ 4.4.1 M.........mry ".""'9'" Inborruptlon -rnaquDn"llndn I.MAJF~ nu In:llim!s '(Ie """""t. tmql""'Y of tmnnpbm1s. ~, 1l!s :It pin In BqwJlm (11/). I TotIJNambf:t or!:.-..... Mtmontuy =pIIJmsM.AIJIJ - NnuDl3"lIf c.S1mIeB: !iB'1Ia:I pI/) To tW:ulmtbe -. ueRq- (20). II~NIIOiIMAJ1!I - pIli c.J!irid't""""""""""~-""'. Page 27 of 30 .....,...."",....."" .....,=oDe """"'-""'!mJ""""""'..CI5TIUIUTltW "".......ury",""c.." 4.4.2 Manon"'!')' """""gg IntwrupUm..........,-t lTo""",n")' Indu tMAIA~ 1111 Iud.... 1IrIJ_1ho """"'!!J'1I1oI"""'! ormmusrtuy IttemIpfim e\"u,. .- nl1oxdn9 lmJu:Io: UIe .-!II :inme prelJOdJIg .. Ji:JdcrJcI. ~tU!~, IIW :Is JII'f m tt EquOm (21). MtiI:lQ - IJ1:JID.:t.---nr~Mollr1!Dy~m-Ii! TIzUlNIm""" nrcmltmm S1eMed (21) To mmlDe1lE .....:E:qu!fim (22) U'HU IIM,E"'i'".t (22) "U C1.JsID......... uporloncing muUplo surrta hod In1iorrupUcn and m!:JFT1Ol'1tDry IniJaTupUm...."nbI (CEM91I1 111. 1I","",1I1I1e mID orln!l1.'l:lml amme:. ""pu1~DJJ'" tum 1 afbtttb i1RDnpIImJ m1ar.mmtoy ~11m """""" In n.. b:lbJ 1:IlJtIm:Em ltsFUJDl" 11: ID ~ .-my ......lame:r Um!-c""ollx! DlWI\'e!1 by min,B """"'2J"S. :MJ.I!1imIll:miUJ', 01.11: 8M1t IsIDtmll:ln (ll). CeM!IUI - TltblNlm!J.""tCcmtnl1..~:IDIpe;(eJ11DSM'n1'l"TlmI olltJ!m'lrI'JJns TabDlllmlJO!TCCClHlmnl!..SI!I:\'I!iI,(23) TO CII",lu.-rbe :llIm .....I!:IpJ!bm (24). CIM!1I'11t,. - CNJ" (I" ",1 (24) :5 Mojo, ....ant dayol.",.ifiaation D1! fbllmfllfl pm""'" ('Boa MW1ao1') ..-.....1 10 laolWY :l.!BDs.lbrp"'p"'" 1110 IIlliTN napr_1n Ix!allIllid :fmm ttU,! WIi! jo Ute pnu""'J in bel!o, """11_. :n d1l.Iy 111111 be:wlden by De .m..1: 1\t mJjrr ......,IS. T- "!'Pan"" prm.1irU mJjor......... dEtlWtlnu ("'" A-...... A fbr JUfltJIlDCIS). 11i1T IOOR! 1!d1IImI debJ:l an d- ar UJe melbJd:UIgy _101 Anl""n. AmJja,.......I~ """"'yID_'1m tlJl!lytyJtm1S=-...._DJdnlm. T"""", '!'b!!SMDlIs -... tl1! buls nr1his ikft1111D1 .1n1:oc II 1m1. In aau-.J: ",,"lb nr nllIIIy""" m12AJDIIJ. IDi1GIltrnr~WIi! d3tgt-:i!MoII ~1l_trX ....m b:I~1m napr...-.m: /byis,oD 'n"""'" wwlll "" .""'-'bIed as_Ill nr'IUldenfIIII:d 1D,y:;. 11 mkrlhJfIns dllly~. a=, u,y :ImmIp!1n1111111"(Um I11III:1.JIe it9' III """""'" 10 /II! ~ 00 ...- UIe 1I1mujtlm.' UemlJ"""""ItdJY I:Im1tn""bJn'll~IIld,_u;. T-.,.,III 011"'_111:111:"'" ..r-n"'l'a-r\tq!:J!"J\tU (l)wallly Wl!yeuj !Dr..... OOTm,g Ute 1tt'It1t!pXll1fl pmoa '" 011- "' '" '" "'" e . .. "'Etb --. Page 28 of 30 .... ' 1-"""'"""""GU:I~ ,"""",",-""""..."""""...,,,a".....,UTlDN """"""UTYINCI""'" erA"". ~.;J:r""""J-'('U""""J"(n!I"""i!",,~::,",,!.j.'l1"""'Omj.j.~""""""""'L~D""""J ........- (012) CiUIIJ. -"""""""'- ;o";;"""""""":tXI . 1;'"(33) -"'h.t- """" """"""""20'3...",.",nJ+ Ja3"""""""""""" "",,"""-' '-""""'..",,, """"""""""""'" -0-DID""""'" (014) """'" - """"'"1m"""""""0".. """,,..- - ..12 (35') .uum - l.JIOO"IU".I"D"""..nz!"'~""'m;;:)'~"="1"';;IJ"""1ID/""'JD:IJOOO""""""'" --.... (3G) crAJDr. C'.I'\lFl; Cl!MJ., IDII cBUSlilr- ""'JUre ,u,tslJiild. Dl:i!EnIpt1m. :nflIJml1loo. n:.- eu:I1lD11:C1mar. 'T)eWi- """"Id. 1IJo .....- I'I:!T Ill! cwInn..., MiD 111""" ItJi:XJe 111m " ~"'" 1118: IlISt, 1n!JiOf ill.. ft", mttw...s. AlMa"", " B "1n&J!" 1n be 5'. In ~ , s, ",""",,8: WIllis, .1. ""'J!I"'k!- ......... Utl9np1fOm n III"~ IW1 11 IS plaB.'J'!ioi III!tt "utmlo!B II1ID "'~ I11iIm n... Ii",ulanplfOm, bctIJ mom.oulwy IDllI!UStIIutd. Tar 1110 """"Ii'" wowmr! 1itttI""8....:lJ.. "r35D nu CN(I:"""'!DId 7ID er... =(t::- ,,). TIe n""I",~. u:f~dfnJlre DJW!tallnu 11 eJ-.lo 7a1J1e & ruiI to ".1","- MAlPil UJd MAIm.... """'....., Iben- CCmsll:mOft tb_1IJ11 ur- "'- equw 7,ID. U"", nUIlb:r.s .....!tld. be...""", u.. ",Ill~1. c~ -i!.ITIi (017) :!!&\lit - ""'2IlOO -t- 12 "'7~D -. JU (3B) j,.2OOI) t-J/iOi 73:1JI.'lMFlJ.IF - 2.I:JW - 1'.25 (39) lJIi:M!iM!s ~ ~ !lJi1S (411) IJs1ns- m..."""..pkl ~4lJJ'./I_p _n,,1DI!ftQd..Q1"BY m/l "I!JlI""I"l.. tn cblalntlf! dmlbmJ Ibe 'nf1lt1WlltJn "'1'"191$ IU1i1 UIJIJIjj; 11 b _I"" '1!Je 'I1t111!\:!S. 3 Exampl.... u.. II:JtImiolDgnb- _tom """""I'U;: bl=u~m/lm.,. ttIrnW Ibe........ or ""am.pes. 5.9.'\ MCJIT1I:IMtary InborTUpUcn IaDImpla To be!m:ilIut.- ..." """""1'8 cCertnm!llil:y UJd..- _uul'l'1ol1llDll- roula:r P.l8'"" I ruilErq- 4'1 Ei.- 42, rod Ei._o 41o.:!IJ.!\UD: 'I J:!-""""- at n anwt Q!o J, a '" dD!IzI: (IL J, IDII a naItJ:W" (8). ""P!i"Itt""""'" """.""'ns---.. Page 29 of 30 .,.., ""-'DO,..,.. ~....""'""...,..".,. DB"n'I""""""" ""'U""Ll""'I'~r..... """"""',"""'""""" No In""""'"", lEI 1DOO a.oIIm.....151 Ctmlorrlonl;:i!9J cuot""""" FIgura 1_""""" -lII)'mam 2 Tar 1IJjJ; """""""1m anoIIIIm3 ""JU1/!""" " :mrnmIIJy D.IID1qJI1m. IUId ZID amllm.t'm ~ SlImmed InIomlpIIoo. c."'iI.ImW1nJ.I - SAlVI, MAlJ!"1,. ID:1 MAl!;1E 00 "- bull; .., In IIqI1ll1lDW 41--4'" boImo. fiN: Ilti:!D11DimInr af!o!l:AJPt Is malilpTrd by:l. 'ttim:u:w IIti:!tert",.,.,_:t lwo 51DII"JIoonm.'r, I!dAII1T1! 11 mUi:'4'lI.a by 1 bea...... 'II: "R!Y GDUID 1110 fttd: lIula~ mcmrobly .....,11; aowmo:l. &iIo.W1 ,a -a 0.121 PH) \fArm - - 0.(42) \fAIR1E - - 031j (41) 5.3.2 ,ShIp rusb:mltlon '."'111""'OS TIe fu11o"'ir9: ""'" l11u_ll~!dI!p ......- J"D"'II'". A -- """""'8 tOW """""""" ""J'fS'1onaeo ..- InIfJnpttoo. M111I.IJiE re!b:mt)an Ik\PS ore ""'l- 1D "'""" Enlre.,n 111,,- TObie 1 - - af....a ~p, n.:1=1dpllm. nail ....tnun :ll.UnupIUIU mll_Il'!f """"" In n lime Jmio I!!:mm. Tab'" 7- ED "'" 1111 1I:r" -- - nrtn 9 11i1JD austa:Jmu's '" IIh suslm 1 n lid 'n1II nu pi: 10 1Wofi.... "..., ...,11 111- Dnnfpn..'-~-....,a.---....:I.....""'-..f- ~,.." ..-...a.""".al"""QI~ ~ '7:.k':.r::....~ ~~ :rt... ,::, .-....in.. "--)---"S""'. "'" ,,;,w '... -...... -..L "'" "" I&.m.. CUd""'."""".........Dor."...CM' ~"" :C,D:J """~"" '.JEIJ ,..,11 """. tn,.. "'",~'"'"...- n.. """""fW"""'1't-"""""""-1.~ """""fW ",",I:" ..."'MII...,-......,.""",_"",-"",-m """""'.. -11M an *"-..."'" ""~..~""",,,...ri(trloo_..-. Page 30 of 30