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ComputationalPipelineMonitoringforLiquids
APIRECOMMENDEDPRACTICE1130
SECONDEDITION,APRIL2022
AmericanPetroleumInstitute
CopyiohtAmericanPatroeumIhabte
SpecialNotes
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Copyright◎2022AmericanPetroleumInstitute
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Foreword
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May:Asusedinastandard,"may"denotesacourseofactionpermissiblewithinthelimitsofastandard.
Can:Asusedinastandard,"can"denotesastatementofpossibilityorcapability.
ThisdocumentwasproducedunderAPlstandardizationproceduresthatensureappropriatenotificationandparticipationinthedevelopmentalprocessandisdesignatedasanAPIstandard.QuestionsconcerningtheinterpretationofthecontentofthispublicationorcommentsandquestionsconcerningtheproceduresunderwhichthispublicationwasdevelopedshouldbedirectedinwritingtotheDirectorofStandards,AmericanPetroleumInstitute,200MassachusettsAvenue,NW,Suite1100,Washington,DC20001.Requestsforpermissiontoreproduceortranslatealloranypartofthematerialpublishedhereinshouldalsobeaddressedtothedirector.
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SuggestedrevisionsareinvitedandshouldbesubmittedtotheStandardsDepartment,API,200MassachusettsAvenue,NW,Suite1100,Washington,DC20001,standards@.
i
Contents
Page
1Scope 1
2NormativeReferences 1
3Terms,Definitions,Acronyms,andAbbreviations 2
3.1TermsandDefinitions 2
3.2AbbreviationsandAcronyms 6
4TechnicalOverview 7
4.1SelectionConsideration 7
4.2CPMSystemFeatures 7
5InfrastructureSupportsforCPM 9
5.1FieldInstrumentationandMeasurement 9
5.2Communications 11
5.3SCADA 12
5.4IntegrationofCPMandSCADA 13
5.5DataHistorian 14
6CPMOperation,Maintenance,andTesting 14
6.1CPMOperations 14
6.2SystemTesting 16
6.3OperatingIssues 18
6.4CPMSystemDataRetention 19
6.5CPMDocumentation 19
6.6CPMControllerTraining 20
AnnexA(informative)DiscussionofCPMThresholds 2
AnnexB(informative)DescriptionofTypesofInternalBasedCPMSystems 24
AnnexC(informative)MetricsandOtherPertinentTextfromAPIPublication1155 27
Bibliography 36
Figures
A.1CPMReleasesandTechniques 22
B.1CPMSystems 24
C.1GeneralizedExampleoftheSoftware-basedLeakDetectionProcess 28
C.2ExamplesofSensitivityCurvesBasedonDifferentOperatingThresholds.TheseExamplesareTypical
ofSystemsthatOperateonAccumulatedParameterErrors(e.g.VolumeBalance) 31
C.3ExamplesofSensitivityCurvesTypicalofEventOrientedSystems.SuchSystemsMightEmployPattern
RecognitionTechniquestoldentifytheOnsetofaLeak 31
C.4TabularFormatfortheRankingoftheLevelofImportanceforEachPerformanceMetric,andanOptional
TableforQualitativeorQuantitativeSpecificationofPerformanceCriteriaRelatedtoEachMetric………35
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ComputationalPipelineMonitoringforLiquids
1Scope
Thisrecommendedpractice(RP)focusesonthedesign,implementation,testing,andoperationofCPMsystemsthatuseanalgorithmicapproachtodetecthydraulicanomaliesinliquidpipelines.TheprimarypurposeofthesesystemsistoprovidetoolsthatassistPipelineControllersindetectingcommodityreleasesthatarewithinthesensitivityofanalgorithm.ItisintendedthattheCPMsystemprovideanalarmanddisplayotherrelateddatatothePipelineControllerstoaidindecision-making.ThePipelineControllerswouldundertakeanimmediateinvestigation,confirmthereasonforthealarmandinitiateanoperationalresponsetothehydraulicanomalywhenthealarmrepresentsanirregularoperatingconditionorabnormaloperatingconditionoracommodityrelease.
ThepurposeofthisrecommendedpracticeistoassistthePipelineOperatorinidentifyingissuesrelevanttothedesign,implementation,testing,andoperationofaCPMsystem.ThisRPisintendedforpipelinecontrollersandoperators,CPMsystemdevelopersandengineers,andothersinterestedinCPMsystemdesign,implementation,andoperation.
ThisRPincludesdefinitions,sourceandreferencedocuments,conceptsofdataacquisition,discussionofdesignandoperationofapipelineasrelatedtoCPM,fieldinstrumentationforCPMpurposes,alarmcredibility,PipelineControllerresponse,incidentanalysis,recordsretention,maintenance,systemtesting,training,considerationsforsettingalarmlimits,trending,andrecommendationsfordatapresentation.TherelationshipbetweenthePipelineControllerandtheCPMsystemisalsodiscussed.
Thisrecommendedpracticeiswritenforliquidonshoreoroffshoretrunklinesystems.CPMsystemshavetypicallybeenappliedtosteelpipelinesystems.CPMapplicabilityandperformancemaybelimitedbythecharacteristicsofnon-steelpipelines.
Thisrecommendedpracticewaswrittenconsideringsinglephase,liquidpipelines.Manyoftheprinciplesapplytoliquidpipelinesinintermittentslacklinefloworliquidpipelinesthatmayhavepermanentslacklineflow.ThisRPmaynotapplytothespecialcaseofdeterminingleaksduringshut-inconditionsthatoccurwhenthelineisshutdown(sometimescalledstaticconditions)unlessshut-inleakdetectionispartofthedeployedCPMsolution.
ItisrecognizedthatnosingleCPMmethodologyortechnologyissuitableforallpipelinesbecauseeachpipelinesystemisuniqueindesignandoperation.
Thisrecommendedpracticecomplementsbutdoesnotreplaceotherproceduresformonitoringtheintegrityoftheline.CPMsystemsareonepartofanoperator'sleakdetectionprogram.Forfurtherinformationonleakdetectionprograms,seeAPIRP1175.
2NormativeReferences
Thefollowingreferenceddocumentsareindispensablefortheapplicationofthisdocument.Fordatedreferences,onlytheeditioncitedapplies.Forundatedreferences,thelatesteditionofthereferenceddocumentapplies(includinganyaddenda/errata).
APIRP551,ProcessMeasurementInstrumentation
APITR1149,PipelineVariableUncertaintiesandTheirEffectsonLeakDetectability
APIRP1175,PipelineLeakDetection—ProgramManagement
CodeofFederalRegulations,49CFRPart195,TransportationofHazardousLiquidsbyPipeline
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2APLRECOMMENDEDPRACTICE1130
3Terms,Definitions,Acronyms,andAbbreviations
3.1TermsandDefinitions
Forthepurposesofthisdocument,thefollowingdefinitionsapply.
3.1.1
abnormaloperatingcondition
AconditionidentifiedbytheOperatorthatmayindicateamalfunctionofacomponentordeviationfromnormaloperationsthatmay:
a)Indicateaconditionexceedingdesignlimits;or
b)Resultinahazard(s)topersons,property,ortheenvironment.
3.1.2
accumulatordata
ASCADAdatavaluethatrepresentsanaccumulatedquantity,usuallyvolumeinliquidpipelineservice.
3.1.3
accumulatorfreeze
AfeatureofsomeSCADAprotocolsthatallowallvolumetricdatatobecapturedatvirtuallythesametime.
3.1.4
alarm
Avisibleand/oraudiblemeansofindicatingtothecontrolleranequipmentmalfunction,ananalogoraccumulationprocessdeviation,orotherconditionrequiringacontroller'sresponse.
3.1.5
alertalgorithm
ApartofaCPMsystemthatevaluatestheinferredmeasurements,comparesagainstthethresholds,andissuesaCPMalarm.
3.1.6
analogdata
ASCADAdatavaluethatrepresentssomemeasuredquantity,suchastemperatureorpressure.
3.1.7
analogdeadband
Aparameterthatdefinestheincrementofchangeinavaluethatissignificant.
NOTESee5.2.3forfurtherinformation.
3.1.8
calibration
Forthisdocument,theactivitiesinwhichinstrumentationandmeasurementareproved.
3.1.9
communicationfailure
AninterruptindataexchangebetweentheCPMsystemandtheRTU,PLC,orFlowComputer.
3.1.10
commodityrelease
leak
Anunintendedlossoffluidfromthepipeline.
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3.1.11
computationalpipelinemonitoring
CPM
AnalgorithmicmonitoringtoolthatalertsthePipelineControllertorespondtoadetectablepipelinehydraulicanomaly(perhapsbothwhilethepipelineisoperatingorshut-in)whichmaybeindicativeofacommodityreleaseandincludesanInferenceEngineandanAlertAlgorithm.
3.1.12
conservationofmass
Theprincipleasappliedtoliquidflowinpipelines,thatstatesthatthetimerateofmassinflowtoapipesegmentminusthetimerateofmassoutlowequalsthetimerateofmassincrease(decreaseisconsideredasanegativeincrease)inthepipesegment.
3.1.13
dataarchiving
ASCADAsystemfeaturethatrecordsdatainanhistoricaldatabaseundersomepre-defineddatamanagementprocess.
3.1.14
dataquality
ASCADAsystemfeaturethatcreatesstatusbitsthatareattachedtoreflectthevalidityofprocessdata
3.1.15
dragreductionagent
DRA
Anadditiveusedinliquidpipelinestoreducefrictionloss.
3.1.16
eventlog
ASCADAsystemfeaturethatcreatesapermanentrecordofchangestothepipelineandthesystem'sstateinchronologicalorder.
3.1.17
falsealarm
Acommodityreleasealarmwhich,afterinvestigation,wasnotcausedbyanactualcommodityrelease.
3.1.18
filter
Adeviceoralgorithmtoremoveunwantedcomponentsfromaprocesssignal.Alsocalledsignalconditioning.
3.1.19
fluidproperties
Thecharacteristicsofthefuidthatdescribeitshydraulicbehaviorincludingdensity;viscosity,compressibility(orbulkmodulus);coefficientofthermalexpansion;thermalcapacity.
3.1.20
historicaldata
Datathathavebeenretainedforlaterretrieval,typicallymaintainedbyaSCADAsystem'sdataarchivalsubsystem.
3.1.21
hydraulicanomaly
Anirregularoperatingconditiononthepipelineorabnormaloperatingconditionthatisexplainablethroughthesystemshydraulics.
3.1.22
inferenceengine
ApartoftheCPMsystemthataccumulatesdata,performscalculation,andprovidesoutputstothealertalgorithm.
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NOTEAdditionaldescriptionisofferedinAnnexB.
3.1.23
irregularoperatingcondition
Aninfrequenteventduringwhichthepipelinemaybeoperatedinawaythatisnotnormalandmayrequirere-tuningtheCPM.
3.1.24
leakdeclaration
ThedeclarationthatismadeifaPipelineControllerhasreasonstosuspectthatacommodityreleaseisoccurringonthepipeline.
3.1.25
linebalance
Comparisonofthemeasuredvolumeormassenteringthesystemtothemeasuredvolumeormassexitingthesystemormeter-to-meterreadingcomparisonusingconservationprinciples.
NOTE1Certaintypesoflinebalancearecommonlyreferredtoasmassbalanceormaterialbalance.
NOTE2AdditionaldescriptionisofferedinAnnexB.
3.1.26
manualdataoverride
Whenmanualentriesareinputinlieuofactualfielddatavalues.
3.1.27
negativepressurewaveCPM
ACPMsystemthatsensesthepressurewavesignalthatoccurswhenthepipewalliscompromisedandtheproductescapesthroughtheholeinthepipe.
3.1.28
noise
Anunwantedcomponentinaprocesssignal.
3.1.29
pipelinecontroller
controller
Apersonwhoisresponsibleforthemonitoringormonitoringanddirectcontrolofapipeline.
3.1.30
pressure/flowmonitoringCPM
ACPMsystemwhichexaminestherelationshipbetweenpressureandorflowchangesandappliesanalgorithmtodetermineiftheyindicateananomaly.
NOTEAdditionaldescriptionisofferedinAnnexB.
3.1.31
protocol
ThespecificationsofthemessagestructurebetweenRTUorPLCandControlCenterComputerarecollectivelyreferredtoasthecommunicationsprotocol.
3.1.32
rateofchange
ROC
Acalculatedvaluethatreflectsthechangeinananalogdatavalueperunittime.
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3.1.33
realtimetransientmodel(RTTM)CPM
ACPMsystemwhichmonitorsinstrumentdataandphysicalcharacteristicsofthepipelineandfluidstransported,thenemployshydrauliccalculationstodeterminethein/outbalance,inventory,andinstantaneousfloworpressureinsegmentsofthepipeline,orboth.
NOTEAdditionaldescriptionisofferedinAnnexB.
3.1.34
returntonormal
Thetransitionfromalarmtonormalstatethatsignifiesthatanalarmconditionhasended.
3.1.35
remoteterminalunit
RTU
ASCADAsystemcomponent,typicallyinstalledatafieldsite,thatgathersprocessdatafromsensorsfortransmissiontotheControlCenterComputer.
3.1.36
report-by-exception
AfeatureofsomeSCADAcommunicationprotocolsthatintendstoimprovecommunicationefficiencybyreportingonlythedatathathaschangedsincethepreviouspoll.
3.1.37
supervisorycontrolanddataacquisition
SCADA
Thetechnologythatmakesitpossibletoremotelymonitorandcontrolpipelinefacilities.
3.1.38
scantime
ThetimeintervalbetweentwoconsecutivepollstoDataAcquisitionDevicesonaSCADAcommunicationchannel.
3.1.39
segments
Ashorterpartofapipelinesectionoftenboundedbyinstrumentationorotherphysicalfeaturesofthepipeline.
3.1.40
sensitivity
AcompositemeasureofthesizeofaleakthataCPMsystemiscapableofdetectingandthetimerequiredforthesystemtoissueanalarmintheeventthatacommodityreleaseofthatsizeshouldoccur.
NOTEThistermisfullydefinedanddiscussedinAnnexC.
3.1.41
shut-in
Thepipelinehydraulicconditionthatexistswhenfluidisnotenteringorleavingthepipebutmaybecontainedwithin.
3.1.42
singlephase
Afluidstate,eitherliquidorgaseous,baseduponcommodity,vaporpressure,pipelinepressureandtemperature.
3.1.43
slackline
Theconditionwhereapipelinesegmentisnotentirelyfiledwithliquidorispartlyvoid.Mayalsobecalledcolumnseparation.
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3.1.44
statisticalanalysisCPM
AmathematicalmethodofhandlingtheCPMrelatedinstrumentoutputsfromthepipeline.StatisticalanalysisCPMsystemscanuseeitherConservationofMasstechniquesorSignatureRecognitiontechniquesorbothtechniques.
NOTEAdditionaldescriptionisofferedinAnnexB.
3.1.45
statusdata
ASCADAdatavaluethatrepresentstheoperationalstateofanitemoffieldequipment
3.1.46
steadystateconditions
Thepipelinehydraulicconditionthatexistswhenallthepipelineoperatingparametersremainnearlyconstantoveraperiod.
3.1.47
system
Anentireentitysuchasacompletepipeline.Segmentsareasubsetofasystem.
3.1.48
threshold
Anupperorlowerestablishedvalueforaparameterwhichmaybefixedordynamic.
3.1.49
timeskew
ThevariationinreportingtimesfromoneDataAcquisitionDevicestoanotherinapolledSCADAcommunicationsprotocol.
3.1.50
timetag
ASCADAsystemfeaturethatrecordsthetimethatameasurementoreventoccursalongwiththedata
3.1.51
transientconditions
transient
Thepipelinehydraulicconditionthatexistswhenpipelineoperatingparameterschangemeaningfullyoveraperiod.
3.2AbbreviationsandAcronyms
Forthepurposesofthisdocument,thefollowingabbreviationsandacronymsapplyCPMComputationalPipelineMonitoring
DRADragReductionAgent
PLCProgrammableLogicControllers
ROCRateofChange
RTTMReal-timeTransientModel
RTURemoteTerminalUnit
SCADASupervisoryControlandDataAcquisition
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4TechnicalOverview
ThissectiondiscussesthegenerictypesofCPMtechnologiesandapplications,providesalistofdesirableCPMfeatures,andmentionsimportantissuesconcerningthefluidstransported.
4.1SelectionConsideration
EachCPMmethodologycontainsdifferentcombinationsoffeatureswithvaryingdegreesofcapabilityandsophistication.Underappropriatecircumstances,commodityreleasedetectioncanbenefitbyemployingmultipleCPMtechniquesorapplicationsforvalidationorredundancy.Theindependenceoftechniquesusedinsomemethodologiespotentiallyallowsforindependentvalidationorredundancy.
CPMsystemsareinstalledtodetectpipelineleaks.BeforeinstallingaCPMsystem,thefollowingshouldbeconsidered:
—instrumentationcapabilities—communicationsreliability—pipelineoperatingcondition
—pipelinephysicalconstraintsandcharacteristics
-producttype
—commodityfluid/thermodynamicproperties—technicalmaturitylevel
4.2CPMSystemFeatures
ThefollowingisalistofdesirableCPMfeaturesandfunctionalitiesthatimproveperformanceoraddutility,orboth.
TheCPMfeatureslistedbelowarenotinanyordernoristhereanyattempttoweighttheimportanceofeach.Noonemethodologyorapplicationpossessesallthesefeaturesandcertainfeaturesmaybemoreappropriateforspecificpipelinesystems.
TheCPMsystemmay:
-BeabletoperformitsCPMfunctionswithexistingsensorsandinstruments(ordoesnothavespecialoradditionalrequirementsforinstrumentation).
—Beminimallyimpactedbycommunicationoutagesorbydatafailures,however,providealarmingbasedonadegradedmodeofoperationandduringanabnormaloperatingcondition(see6.1.1).
—Accommodatecomplexoperatingconditionsandbeconfigurabletocomplexpipelinenetworks—Beavailableandreliableduringtransients.
—Performanimbalancecalculationonmetersoveraconfigurablesetoftimeconstants.
-Possessdynamicalarmthresholds.
—Possessdynamicliquidpack.
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—Accommodatecommodityblending.
—Accountforheattransfer.
—Providethepipelinesystem'srealtimehydraulicpressureprofile,recognizingMAOPandelevationviolations.—Beabletohandleslacklineconditions.
—Beavailableduringshut-ins
-Accommodateallliquidhydrocarbons.
-Canidentifythelocationofarelease.
—Candisplaypressuretrends.
—Allowprovisionstosubstitutemanualoveridetospecificstatusorvaluesduringperiodswheninputdatamaybeunavailable(municationoutage,measurementfailure,maintenance,etc.).
—Providedataattributesassociatedwithsupportingfieldinputsandcalculateddata.
—Identifytheleakrate.
-Accommodatecommoditymeasurementandinventorycompensationforvariouscorrectionfactors(temperature,pressure,density,meterfactor).
-Providebatchtrackingincludinginterfaceandanomalymarkers.Computebulkmodulusandperforminventorycompensation.
-Validatecommodityreleasealarmsusingredundantanalysiswithinthesamemethodorredundantanalysisbetweenmethods,orboth.
—Accountforeffectsofdragreducingadditive.
-Providethenecessarydocumentationandtrainingtosupportself-guidednavigation,maintenance,alarmdefinition,andtheoryofoperation.
-Vendor-providedtechnicalsupport
—Providetoolstosupportacontroller'sdecision-making.
-Provideaninterfacetoallowalarmingofastand-aloneCPMapplicationtobeintegratedintothePipelineController'sprimaryalarmprocessingsystem.
—ProvideaudittrailsofCPMactionstakenbyPipelineControllersandsystemdevelopers.
—Allowsself-testingwithoutaffectingperformancewhilethetestisunderway.
—Allowsforsystemhealthmonitoring.
DifferentCPMsystemshavedifferentfeatures,notallofwhicharelistedhere.Operatorsareadvisedtodoresearchandcomparesystemsbasedontheirneeds.
4.2.1PerformanceMetrics
SelectionofaCPMsystemforagivenpipelineinvolvesevaluationoftherequiredandexpected(orestimated)performanceofthesystem.Otheraspectssuchascommercialconsiderations(e.g.useofacommonsystemin
CoMPUTATIONALPIPELNEMoNITORINGFORLoUDs9
aControlCenterwithmultiplepipelines)oreconomiccriteria(e.g.capitalandoperatingcostoftheCPM)maybeconsideredbutthesearenotdiscussedherein.
Thefollowingcategorizesanddescribesperformancemetricsforselectionconsideration.Duringtheselection,theoperatormayplacemoreweightorimportanceononemetricoranother.Asystemshouldachieveasatisfactorybalancebetweenallfouroftheseperformancemetrics.ForamorecompletedescriptionofthesemetricspleaserefertoAnnexC.
-Reliability—ThemeasureoftheCPM'sabilitytorenderaccuratedecisionsaboutthepossibleexistenceofaleakonthepipelinewhileoperatingwithinanenvelopeestablishedbytheCPMdesign.Asystemisconsideredmorereliableifitconsistentlydetectsactualleakswithoutgeneratingfalsealarmsasdefinedbytheoperator'salarmmanagementplan/program.
-Sensitivity—Thecompositemeasureofthesizeofaleakthatasystemcandetect,andthetimerequiredforthesystemtoissueanalarmifaleakofthatsizeshouldoccur.
-Accuracy—Thevalidityofleakparameterestimatessuchaseakflowrate,totalvolumelost,typeoffluidlost,andleaklocationareindicationsofCPMaccuracy.
-Robustness—ThemeasureoftheCPM'sabilitytocontinuetofunctionandprovideusefulinformationevenunderchangingconditionsofthepipeline(i.e.transients)orinconditionswheredataarelostorsuspect.Asystemisconsideredrobustifitcontinuestofunctionunderlessthanidealconditions.
5InfrastructureSupportsforCPM
ACPMisnotastand-alonesystem.Itdependsuponfieldinstrumentation,communications,andmaybedependentonSupervisoryControl
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