Industry practices in metering and monitoring(Final...
Transcript of Industry practices in metering and monitoring(Final...
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IndustrypracticesinmeteringandmonitoringAnitaSalemAnnGallensonKathrynAten
Fall 15
08Fall
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IndustryPracticesinMeteringandMonitoring
TheobjectiveofthisstudywastoprovideinformationandunderstandingtoassisttheMarineCorpsinimplementingmeteringandinformationsystemstosupporteffectiveuseofvehiclefuel.Aresearchproject,includingthestudydescribedhere,andalsoathesisandMBAproject(seeHenton&Noack,2015;Robinson,2015)examinedhowindustryorganizationsimplementedvehicletelematicssystems,withaparticularfocusonhowtheorganizationsalignedfuelusagemetricstobusinessgoalsandmission.Thestudydescribedhere,drawsonamodeldevelopedthroughpreviousworkinsupportoftheExpeditionaryEnergyOfficeoftheMarineCorps,whichhighlightedtheimportanceofpolicy,procedure,technology,educationandculturetoeffectivefueluse.1
Thisstudyemployedanembeddedcasedesign,examiningtwoorganizations:FedEx,agloballogisticscompany,operatingmorethan49,000motorizedvehicles,652aircraft,andlocatedinover220countriesandterritories;andGraniteConstruction,anationalconstructioncompanythatusesCaterpillarheavyequipmentandFordcommercialtrucks.DetaileddescriptionsofeachcaseareincludedinthethesisandMBAproject.Thisstudydeveloped1)aconceptualmodelbasedoninformationgatheredduringaliteraturereviewandcasestudiesofrecommendedpracticesinimplementingtelematicssystems2)adiscussionofkeyfindingsofthecaseanalysesand3)achecklistofimplementationconsiderations.
ConceptualModelforVehicleTelematicsMonitoringforenergyefficiencyincreasesbusinesseffectivenessOuranalysisshowedthatfuelefficiencywasjustoneofthemanybenefitsofmonitoringvehiclefuelusage.Telematicssystemsarebecomingakeycomponentinmanyorganizations’strategicandoperationalplanningactivities.Inthetwocompaniesstudied,theuseoftelematicsbeganasawaytoreducefuelcostsandmonitorvehiclehealth,butquicklygrewintoamorecomprehensivetoolforunderstandingandsupportingeffectivebusinessprocesses.Inbothcompanies—FedExandGraniteConstruction—leadersreportedbenefitsaccruingwhentheorganizationattendedtoabroadrangeofindividualandorganizationalbehaviorsrelatedtoefficientandeffectivefueluse.
1Salem,Anita.;Gallenson,Ann."AStudyofHumanBehavior&OperationalEnergyintheUSMC."(2014).http://calhoun.nps.edu/handle/10945/44732
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Fuelmeteringwasinfactasignificantfactorinreducingtheuseoffuel—resultinginareported10-40%reduction.However,additionalusesoftelematicsfurthersupportedefficientfueluseandeffectivebusinesspractices.Forexample,telematicswereusedtoenhanceroutedesign.Betterroutesallowvehiclestotravelfewermilesoronlessabusiveroadstoaccomplishbusinessobjectives.Telematicssystemswereusedtomonitorvehicleusagepatterns,suchasharddrivingandrequiredmaintenance,increasingtheefficiencyandeffectivenessofvehiclefleetsbyincreasingvehiclelongevity,improvingreliability,andminimizingthetimevehicleswereoff-road.Thisimprovedoverallefficiencyandalsoincreasedmissioneffectivenessandsafety.Finally,telematicssystemswereusedtoenhanceworkforcemanagement–forinstancebyintegratingscheduling,addinginordermanagement,andincludingthemonitoringofhumanperformance.Systematicandholisticworkforcemanagementindirectlyimprovedfuelefficiencybyincreasingtheeffectivenessofworkers.
AllsolutionsarelocalFedExandGraniteConstructiontookasystemsapproachtosaveenergyacrosstheirorganizations.Forinstance,FedExsoughttosaveenergyinaircraft,vehicles,renewables,andfacilities.Theirairfleet,whichconstitutesalargepartoftheirfuelandmaintenanceexpense,isphasingoutold,inefficientairplanesasquicklyaspossible.TheirvehiclefleetisusingadvancedTelematicstoincreasefuelefficiencyandreducemaintenancecosts.Wherepossible,FedExhubsandfacilitiesareLEEDcertified.Finally,FedExhasbeenexperimentingwithenergysavinginitiativesincludingsolarpanels,multiplebiofuelalternatives,andalternativevehiclessincethe1990’s.Theseenergydecisionsarebasedonlocalconditions,takingintoaccountwhethertheinfrastructurerequirementsfortheseoptionsareavailableandcosteffective,andwhetherlocalcommunitiesviewsuchchangespositively.Becauseoftheirearlyeffortsinenergyefficiencyandtheirdesiretoearnrespectandgoodwillinthecommunitiestheyserve,FedExisseenasanenergyadvocate.FedExreportsontheirenergyactivitiesinanannualGlobalCitizenshipReport(GCR).EventhoughFedEx’sservicesaremoreexpensivethanmanyoftheircompetitors,energystewardshipisakeyelementintheirbusinessstrategy.FedExleadersexplainedthatitimportantthatFedExbeseenasanintegralandresponsiblepartofthecommunitiestheyserve.Localactionscreateaglobalbrandandinfluencecustomers’perceptions,resultinginanincreasedwillingnesstopayhigherfeesforperceivedgreatervalue.Leadersthussawenergyefficiencyasprovidingsignificanttangibleandintangiblebenefitsoverthecostsincurred.
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FuelusageispartofaprocessThecompanieswestudiedviewedenergyandoperationalefficiencyasintegrated,systemprocessesspanningdiverseorganizationalprocesses.Theconceptualmodeloftheseprocesses,developedthroughthisstudyisshowninFigure1.Thetelematics-organizationlifecycleprocessesinclude:planning,acquiring,deploying,managingandretiring.Thelifecyclebeginswithafocusedplanthatshouldaccountforoperationalandstrategicvalue.Theacquisitionprocessshouldalignvendorsandequipmentwiththeplan.Deploymentprocessesshouldfocusonhumanandtechnologysystemintegrationandimplementation.DuringactivemanagementoftheTelematicssystem,thedatashouldmeasureeffectivenessandensureaccountability.Finally,asvehiclesareretired,decisionsshouldbebasedonexpectedlifecyclecostsandfleetmanagementrequirements.
Figure1:Telematics-OrganizationLifecycle
Keyfindingsrelatedtothesephasesaresummarizedsubsequentlyandadetailedchecklistisincludedinanappendixattheendofthisreport.
PlanningBoththeliteraturereviewandcasestudieshighlightedtheneedforclearlyidentifyingthestrategicvalueofatelematicssystem.Strategicvalueisgeneratedwithintheorganizationalsystemandaccruesfromafocusonsupporting
operationaldecision-making.ForGraniteConstruction,theabilitytoseeiftheywereontargetwithgoalsforeffectivenesswasanimportantvaluethatemergedfromthetelematicssystem:
“Thesitepersonislookingattheoverallsiteandhowisthatprogressingagainsttheplan.HaveImovedenoughdirt,filledenoughlocations,dugenoughthisweek—AmIontarget?”
Operational Costs
Strategic Value
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ForFedExExpress,valueemergedfromthefocusonreducingoperationalcostsandincreasingthereturnoninvestment:
“Everythingthatwedeployhastohaveagoodreturnoninvestment.Inothercountries,we’retryingtostaywithwhatworksinthatcountry.InJapan,we’resuccessfulwithelectricandhybridvehicles.WenowhavetheminFrance,GermanyandtheU.K.Theinfrastructurehastobeinplacefirst.”
FedEx’sglobalreachallowedthemtotestexperimentalvehiclesandenergysolutionsinregionsthathadtheinfrastructureandpublicsupportforthetechnologies.Newtechnologiesweretestedandperfectedinregionsthatwerereceptivetothem.Customersintheseregionswereopenandsupportiveofchangesandpatientwithadjustmentstoservice.Whenadditionalcommunitiesdevelopedtherequiredinfrastructure,learningfrompreviousimplementationsfacilitatedtheadoptionandchangeinnewcommunities.AsdetailedinthechecklistinAppendixA,keyissuestobeconsideredduringtheplanningphaseinclude:
• Understandingthestrategicvalueandoutliningoperationalbenefits• Measuringoperationalbenefitsthroughoutthelifecycleofyourfleet• Exploringthebenefitsoftelematicsacrossalloperations• Utilizingtelematicstoimproveyoursituationalawareness• Positivelyimpactingsafety,andreducingcomplianceviolations• Anticipatingemergingopportunitiesastheyarise
AcquireIntheacquisitionphase,itisimportanttopayattentiontoequipmentandvendor
selection—particularlyifthesesystemsarenotintegrated.ForGraniteconstruction,thismeantselectingknownvendors:
“Frequently,youknow,therearestartupswithalowerprice,butyouuseIBMorCaterpillarforareason.And,we’regoingtohave
severalofthese—thereisnotone(system)todoitall.”
Ourcaseanalysissuggeststhatintheacquisitionphase,leadersshouldlookacrosstheirfleetsfortechnologiesthatcanimprovetheexistingvehiclesaswellasintroducenewvehiclesandtechnologies.ForFedEx,selectingsystemsthatembeddedtheefficienciesintothevehiclesallowedtheoperatorsandthemechanicstofocusonthemissionandtheircustomers:
“There’salotoftechnologyouttherethatwillhelpimprovetheperformanceofexistingfossilfuelbasedvehicles.Plusasvehiclesbecomemoreadvanced,thefuelefficiencytechnologiesarebeingincludedassafetyfeatures.Thetechnologyisveryreliableandwecannowachievesignificant
results.”
Vendors
Equipment
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Bothtelematicsequipmentandthevendorsshouldbeconsideredduringtheacquisitionphase.Asdetailedintheappendedchecklist,keyissuestobeconsideredinclude:
• Assessingtheaccuracyofsensorsandensuringthatdataisrelevantandtimely
• Designingdisplaysthatareappropriateforthebusinessstrategy• Makingsuretherightpeopleseetheinformationinawaythatiseasytouse.• Ensuringvendorsareconvenientandofferneededfeatures,customer
support,andexperience• Customizingreportsfortheparticularorganizationandaligningtothe
organization’sstrategicplan
DeployDuringthedeploymentphaseitisimportanttoattendtotheunfoldingimplementationprocessandtotheintegrationoforganizational,humanandtechnologyfactorsinfluencingusage.ForFedEx,thekeyimplementationfactorsincludemakingadjustmentsbasedonresultsnotschedulesandselectingtherightprojects.
WhenFedEximplementednewtechnologiesorpracticesmanagerswerekeytothesuccessfuldeployment.Localmanagershadtounderstandthebenefitsanddetailsofthetechnologyandfullyadopttherolloutplan.Anearly,andlesssuccessfulrolloutprogramforalgorithmicroutingwasscheduleratherthanresultsdriven.Adjustmentstothetechnologyandpracticescauseddelaysinsubsequentstepsandcreatedafalsesenseofcompletion.
Subsequentphases,thoughrefined,weremetwithresistanceandskepticismfromthelineworkers(driversinthiscase.)Thesesitesbecameresistanttofurtherimplementation.Newsiteswereidentifiedforafullrolloutandtheinitialsites,hadtobegraduallycoaxedintosubsequentchanges.FedExadoptedarevisedrolloutstrategyforthenewsitesthathighlightedsystembenefits:
“Irolledoutabetatestingstationforroutingwiththemostdisgruntleddriversfirst.Iknewtheadvantagesitwasgoingtobringtothatgroup.They
didn’twantitandtheywerevocal.Throughpositivereinforcementandshowingthemhowmuchbettertheyweredoing,theyactuallyadopteditandweresurprisedatthebenefitsfromit.Theystartedsingingitspraises,which
influencedothers.”
FedEx’ssecondstrategywastomakechangeswheretheybelievedsuccesswasassured.TwoofFedEx’sSustainabilityImpactTeamsareexamples2(Figure2).
2FedExblogpost,2015-postinghttp://about.van.fedex.com/blog/license-to-optimize/,accessed11/19/2015.
Implementation
HumanFactors
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Figure2:SustainabilityImpactTeamObjectivesandSavings
TheinitialobjectiveoftheAircraftSustainabilityTeamwastoreduceaircraftemissionsintensity20%from2005levelsby2020.By2013,theobjectivewasexceeded(22.3%reduction)andtheobjectivewasraisedto30%bythesame2020deadline.FedExaccomplishedtherevisedobjectivesbyfocusingonbothassetsandoperations.Aircraftwerereplacedwithmorefuel-efficient,longer-range,andlargerpayloadmodels.FedExoptimizedkeyaircraftrelatedoperationsthroughtheir“FuelSense”initiative.TheFuelSenseinitiativewasaninternal,strategiccommunicationcampaignhighlightingbiggainsfromsmallchangesmadebyindividualsacrosstheorganization.Therallywas“FuelSenseonlyworkswhenweworktogether.”Translatingthesavingsofsmallchangeshelpedconveythesignificanceofsmall,oftenindividualactions.Forexample,“SimplykeepingAPU(auxiliarypowerunitontheaircraft)usagedownby60secondsacrossallflightsaddsuptosaving230,000gallons.Theemissionsavoidedhereisequivalenttotaking470carsofftheroadforawholeyear.”TheinitialobjectiveoftheVehicleEfficiencyInitiativewastoimprovefuelefficiencyofthevehiclefleetby20%from2005levelsby2020.In2015thatobjectivewasexceeded(27%)andtheobjectivewasraisedto30%bythesame2020deadline.FedExisontracktoexceedthisobjectivebeforethedeadlineaswell.Theachievementhasbeenaccomplishedbyimplementinga“Reduce,Replace,andRevolutionize”strategy.Thestrategyemployedroutingefficienciestoreducethenumberofvehiclesneeded,downsizingvehiclesthattravelmoremilestomaximizefueleconomy,andtradingoldtechnologyforfuel-efficientandenvironmentallybeneficialvehicles.Improvementsincludedmoreefficientengines,theuseofalternativefuels,andnewvehicles(hybridsandall-electricwheretheinfrastructuresupportsthem).Reduce,ReplaceandRevolutionizeispartofFedEx’sbroaderstrategy,whichincludesrouting,usingalternativevehicleswheretheinfrastructurewillsupportit,andlife-endingoldertechnology(vehicles)tomakewayforthenew.ThefinalfactorindeployingaTelematicssystemispayingattentiontohowthesystemsupportshumaninteraction.ForGraniteConstructionitwasimportanttoavoidoverloadinguserswithinformation.Thefocuswasonaccomplishingthemissionwiththeleastamountofdisruption:
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“Sowe’vebeentryingtoreallybecarefulaboutoverloadingtheseguys.Thesuperintendentsspendwaytoomuchtimeinfrontofcomputers.Theirvalueisreallylookingattheassets,talkingtothepeoplethatareworkingonthem,
andjustbeingvisible.Sowe’retryingalsotofigureoutjusthowmuchisenough,right?”
Assummarizedintheappendedchecklist,keyissuestobeconsideredduringdeploymentinclude:
• Pilotingthesysteminsmallchunks• Measuringyoureffectsandmakingadjustments• Integratingwithyourexistingsystems• Activelymanagingtheexpectationsofyourworkforce• Consideringthehumanfactors• Providingtoolsandsoftwarethatareeasytouse,reducedriverdistractions,
andminimizecognitiveloads
ManageTotallifecyclemanagementrequiresmonitoringandadjustingthetelematics-
organizationalsystemtomaximizeefficiencyandeffectiveness.Matchingtherighttrucktotherightroute,optimizingthedutycyclesofthevehicles,matchingtheloadrequirementsperroutingareaperday,andmonitoringthevehiclehealthanddriverbehaviorwereallimportantfactorsatFedEx:
“Whenyoutalkabouttelematics,itisabroadbrushusedforanumberofdifferentthings.Wehaveascenariowhereyouhave
dashboardsandscorecards.Adashboard,whichistheinformationspecificatamacrolevel,andthenyouhavethe
abilitytolookatspecificscorecardsforthemanagementteam.”
DuetoFedEx’sexpanseofvehicles,thedatafromvehiclesarecollectedandaggregatedbyadatamanagementvendorwhofiltersthedatatoFedEx’sspecificationsandsendsittoFedEx’sinternaldatacenters.FedEx’sdatacenterscreateindividual(vehicleorpersonnel)scorecardsanddatadashboardsthatmanagementusesindecision-making.ForGraniteConstruction,itwasalsoimportantduringthemanagementphasetocommunicatethevalueofthesystemtotheworkforce:
“Weknowwherewe’renotspendingmoneyonfiltersandoiltoosoonorwe’renotputtingthemachine’shealthinjeopardy…wegetmoreforourmoneywithawarrantyandthemachineslastlonger,lessbreakdowns,utilizationgoesup,morale’sup.Youknow,theguysarerunninganice
machine.”
Knowingthestatusofthevehiclesimprovedperformanceandreliability.Employeesappreciatedtheincreasedsafetyandwereproudoftheirvehicles.
Effectiveness
Employee Accountability
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Aslistedintheappendedchecklist,importantconsiderationsduringthisphaseinclude:
• Ensuringthatdataissound,andthatyou’reactuallyincreasingvehicleutilization,reducingcosts,reducingrisks,andimprovingdecision-makingandreliability
• Revisitingstrategicplansorimplementationprocessesandmakingadjustments
• Activelyinvolvingemployeesbyutilizingtrainingandcommunicationtoincreaseemployeeaccountability
• Providingrewardsandsocialincentives
RetireOuranalysissuggestedthatthereisarelationshipbetweenmonitoringandvehicle
performanceandlife.Ongoingmonitoringextendedvehiclelifeandallowedtheassignmentofvehiclestoroutesappropriatefortheirage.AtGraniteConstruction,itwasclearthatidlingnotonlywastedfuel,itreducedthereliabilityofthevehicles:
“Soforme,fuelconsumptionisveryimportant.It’sover20%ofmyoverallfixedcostforthislocation,soidletimeisextremely
importanttomebecauseidletimeisawasteofcashanditwearsoutthetractorsignificantly.”
AtFedEx,agingtruckswereassignedtoroutesthatmaximizedtheirutilityanddelayedretirement.Forinstance,oldertrucksweretransferredtourbanareaswheretheycouldbeparkedwhilethedrivermademultipledeliveriestobusinessandhigh-risehousingunits.Thus,FedExmaximizedtheasset’sutilitythroughoutitslifecycleandselectedaretirementmomentthatoptimizedthereturnoninvestmentwithoutincurringlargemaintenanceanddestructioncosts.FedExsoughtforvehicleremovalanddestructiontobequickandincurminimalcosts:
“Whatweneedtodoisslowthelifecycleofavehicledownbychangingit’syearlyutilization.Sowemanagetheutilizationtooffsetthecostofcapitalimprovementofthevehicle.…Wegetitintothatsweetretirementspotata
specificpointintimetiedtoourcapitalcashflowallocation.”
Fuelusewasrelatedtoroutingdecisions,maintenancepractices,drivingpractices,andtheselectionofnewtechnologies,whichinfluencethelifeofafleet.Takingintoaccountthefulllifecyclecostsoftheirvehiclefleetsassistedthecompanieswestudiedintheirdecisionstoacquire,extendtheusefullifeof,andretiretheirvehicles.Vehicletelematicswerealsousedasatoolforbuildinganethosofresponsiblefueluse.
FleetManagement
LifecycleCosts
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Asshowninthechecklist,importantconsiderationsintheRetirementphaseinclude:
• Matchingthevehicletothejob• Selectingappropriatetechnologiesforeachsituation• Extendingtheusefullifeofvehicles• Buildinganethosofresponsiblefueluse
KeyFindingsOuranalysishighlightedsixkeyinsightsrelatedtoboththeinherentvaluethattelematicssystemsprovidemanagersandcorporateleaders,andthemethodsusedtomanagethesystems.1. Fuelperformanceistiedtofleetmanagement2. Telematicsareaserviceenabler3. Telematicsprovidesituationalawareness4. Thevalueoftelematicssystemsisemergent5. Datamustalwaysbeinterpreted6. Changedoesn’t(andshouldn’t)justhappen
1. FuelperformanceistiedtofleetmanagementAsshowninFigure3,energybehaviorscancombinetodeliverdesiredoutcomes.Theseoutcomesincludelessfuelused,maximizedwarranties,longervehiclelife,lessdowntime,optimizedvehicleuse,andhealthiervehicles.Forexample,ifonewantstouselessfuel,thatcanbeaccomplishednotonlybychangingdrivingbehaviorssuchasidlingandspeeding,butalsobybettermaintainingvehicles.Factorssuchascombustion,tireinflation,andtransmissiontuninghavesignificantinfluenceonavehicles’overallmilespergallon.Theroutingofvehiclescanalsohavesignificantimpactonoutcomes.Moreefficientroutesmeanlessmilestraveledandfewermilesresultinlessfuelusedandlongervehiclelife.Likewise,anefficientworkforcereducesdowntimeandoptimizesvehicleavailability.
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Figure3:OrganizationalandIndividualBehavior,OutcomeandBenefits
Telematicssystemscanincreasethesituationalawarenessofoperationsresultingininterrelatedbenefitsincluding:reducedbusinesscosts,asaferenvironment,enhancedeffectivenessandtheaccomplishmentofbusinessobjectives.Notsurprisingly,telematicssystemscanhelp;reducefuelcostsbyreducingfueluse,lowermaintenancecostsbymaximizingwarrantiesandloweringrepaircosts,andreduceacquisitioncostsbyextendingvehiclelifeandoptimizingvehicleuse.Forindustry,telematicssystemscanprovideaclearreturnoninvestment.Aheightenedawarenessofavehiclefleetenhancessafetybyreducingthenumberofconvoys,decreasingtheneedtolearnaboutnewvehicles,andreducingthenumberofbreakdowns.Finally,ourstudyindicatedthatorganizationsbecomemoreeffectivewhentheyhaveincreasedsituationalawarenessthatcomesfromatelematicssystem.Reducingdowntimeresultsinmoreavailablevehiclesforthemission.Optimizinghowvehiclesareusedallowsforrightsizingvehiclefleetsandhealthiervehiclesresultsinmoreuptime.
2. TelematicsareaserviceenablerTheimplementationoftelematicsshouldbepositionedtodemonstratesupportforoperations:
• Couriers(Operations)servethecustomer• MaintenanceservesOperations• RoutingservesOperations,Maintenance,andManagement
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Leadersemphasizedthatmaintenanceandfuelaresupportfunctions.Whenefficiencymetricsthatresultedfromtelematicsweretiedtooperationalandstrategicgoals,theorganizationwasabletobuildbuy-inandengagetheworkforce.GraniteConstructionhighlightedseveralwaystheyengagedtheiremployeesduringimplementation.Theleadersnotedit'simportantto:
• Makeastrongconnectionbetweendatainsightsfromtelematicsandthesmoothrunningofoperations
• Communicatehowsafetyandreliabilityareincreasedwhenavehicles’healthismonitoredanddriversarediscouragedfromhard-driving
• Demonstrateaconcernforpeopleandequipmenttosupportemployeemorale.
“Whenwestartedthistwoyearsago,itwasreallyfortheseguys.Youknow,itwasaboutmaintenancepeoplecaringforthefleet.”
AtGranite,theefficienciesgainedthroughtheuseoftelematicshadadirectimpactonemployees—employeesunderstoodtheconnectionbetweenoperatingefficiencyandjobsecurity.Thissuggeststhatensuringthatkeystakeholdersunderstandtherelationshipbetweentheirindividualgoalsandefficiencygoalsisimportant.FedEx’scompanyethosfocusedonthecompany’striplebottomlineofpeople-service-profits.Thisethosincludedcultivatingasenseofcommunity.Beginningin2008,FedExaddedaGCRaspartofitsannualinformationalpackageprovidedtostakeholdersofthecompany.IncludedintheGCRisasectiondedicatedexclusivelytothecompany’sefficiencyintermsofemissionsfromthefuelconsumedanditsenvironmentalimpact.FedExusedthe2008reporttoannounceitscommitmenttofuelefficiencyforbenefitsthatextendedbeyondthecompany’sdirect,tangibleinterests.Congruently,thecompanyhasbeendiligentindevelopingstreamlinedandefficientprocessesthatencouragebuy-inandownershipfromitsemployees.FedExhasstatedacommitmenttonotonlyimprovetheirownoperations,buttocontributeinnovationstotheindustryasawhole.FedExarguesthatitplaysanimportantroleinhowtheworldisconnected:
“FedExiscommittedtooperatingandinnovatinginnewwaysthatcanhelpourbusinessaswellasourindustry.”
1. Vehicledatashouldbeusedtoprovidebetter“service”tooperations
2. Maintenance(fuelefficiency)asa“service”increasesmoraleandbuildsbuy-in
3. Financialaccountabilityoftheunitsleadstoacceptanceandsharedgoalsforefficiency
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3. TelematicsprovidesituationalawarenessUltimately,vehicletelematicsareatoolforsituationalawareness.Forindustry,businessanalyticsareanintegralpartoftheorganizationalfunction,allowingorganizationstoassesstheirbusinessprocessesandminimizetherisktovehiclesandpersonnel.Anup-to-dateawarenessofhowpeopleandfleetareoperating,allowsleaderstomaketheeffectivechoicesaboutresourceallocation,maintenance,andoperationalpossibilities:
“Anahamoment…knowingwecanactuallygothisfar(ordothismaintenance)becauseweknowwhatthisthingisgoingtodointhisenvironment.”
Knowingwherevehiclesare,whatconditiontheyarein,andwhatcanbeexpectedfromequipmentallowsforbetterdecision-making.Monitoringfuelefficiencyandusagepatternsfacilitieseffectivedecisionsaboutwhereandwhenvehiclesoperate.Beingabletobeproactiveregardingmaintenancemakesresourcesutilizationmoreeffectiveandallowspreventive
maintenanceandrepairstobedonewhenneeded,notonaschedulebasedonaverages.And,finally,knowledgeoffuel-usepatternsandvehiclereliabilityimprovesmissioneffectivenessbyallowingtheorganizationtoextenditsreachandplanoperationsbasedonhistoricaldata.Telematicsreportscontainaggregated,compiled,andfiltereddatathatcreatecriticalinformationaboutthehealthofthesystem.FedExusesscorecardstoshowwhethertheyhavetherightvehicleontherightrouteandtoindicateifitiswellmaintained,loaded,anddriven.Managershaveviews(dashboards)intotheinformationstreamsbasedontheirfunctionalareas,region,androle.Dataisusedtomanagetheflowofthedailybusiness,toalignpackageswithvehicles,vehicleswithroutes,andfacilitiesandvehicleswiththeworkforce.Dataisusedtomonitorandmanageallsystems.FedExusesexternalvendorstocollectandaggregatethedata.ItissenttoFedEx’sdatacenterswhereitisanalyzedanduploadedtodashboards,routesandscorecards.GraniteConstructionusesbothexternalreportsfromCaterpillarandtheirownreportstiedintotheirinternalbusinessanalytics.
4. ValueisemergentAnotherimportantlessonisthatthevalueandopportunitiesthattelematicssystemsprovidearenotalwaysimmediatelyevident.Itisimportanttohaveclearbusinessreasonsforimplementingasystem,howeveroncethesystemisimplementedelementsinteractinuniquewaysforeachorganization(Figure4).
1. Usagedataallowsforbetterresourceallocation
2. Areactiveapproachtomaintenanceandfuelusesmoreresourcesandcoststhecompanymore.
3. Beingawareoffuelandmaintenanceimprovesmissioneffectiveness
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Figure4:FeatureUseandPotentialOutcomes
IntheGraniteConstructioncase,theinitialtriggerforthetelematicssystemwasaneedtoreducefuelcosts.Utilizingbuilt-invehiclesystems,Granitebeganmonitoringcorevehiclefunctionssuchasfueluseandmaintenancecycles.Astheyhavebecomemorecomfortablewiththedataandthetechnology,theyarediscoveringhowthetelematicssystemsallowsdeeperinsightintotheiroveralloperations:
“IamactuallyextremelyhappywithwhatIhave….andit’ssomethingthatgetsbetterandevenmoreusefulastimegoeson.”
Thissituationalawarenessallowedtheorganizationtomanagefuelusemoreefficiently,conductroutinemaintenance,andobservethemovementsoftheirvehicles.Then,theorganizationwasabletoexpandthekindsofdatathattheyusetoincludeotherbusinessintelligence–aretheiremployeeswherethey’resupposedtobe?Arewarrantiesbeingmaximized?Areroutesoptimized?Astheybeganusingtheseadditionalfeatures,theuseoftelematicsexpandedtoincludemanagingthetotallifecycleofthefleets.Telematicsareusedtooptimizepreventivemaintenance,reassignvehiclestomoreappropriateenvironments,andadjustfuelingprocedures.Asthecompaniesbecamemoreconsistentintheiruseoftelematicstheywereabletomoreaccuratelypredictthefuture–usefullifetimesofvehicles,assetplacement,trainingrequirements,fuelrequirements.Finally,thecompaniesaremovingtomorefullyautomatedfleetsthatintegratetelematicsintoworkprocesses.Vehiclemetersandmonitorsallowunmannedoperationwithmuchmoreefficientuseofmenandmaterials.Caterpillarforinstance,isusingfullyautomatedexcavationandloadingequipmentinsomeoftheirminingoperations–thebackhoeautomaticallyshovelsearthintoaloader,asensorknowswhentheloaderisalmostfull,andthesystemthenmovesasecondloaderintoplace.ForFedEx,constraintsofferedopportunities.Variationsinlawsacrossstateandprovinciallines(exhaustlimits,idling,safety,andtheenvironment)providedpracticeguidelines,specializedvendors,andopportunitiesthatcreatedcompetitiveadvantages.Forexample,idlingrestrictionsandemissionlimitsoncommercial
1. Growyourprogramfromcoregoals
2. Managethroughoutthetotallifecycle
3. Focusonsituationalawarenessandbusinesspredictability
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fleetsinsomeregionsdrovevehiclemanufacturerstoprovideautomaticshut-downsystemsandcleanerengines.FedExonlyhastospecifytheidletimetheyneedanditissetbythemanufacturingfactory.Likewise,GraniteConstructionwasdriventotelematicsbylocalandstateemissionandmileagerequirements.Safetyregulationsalsotriggeredtheimplementationoftelematics.Safetyregulationscalledforvehiclemanufacturerstoprovideonboardcomputersandsensorsintheirnewmodelsandprohibiteddriversfrombeingdistractedwithvisualdisplays,phones,andothercognitivedistractorswhileintransit.
5. DatamustbeinterpretedTheidealofafullyautomated,self-regulatingsystem,however,isstillinthefutureforcomplexandchangingenvironments.Ouranalysisindicatesthatsystemsinsuchenvironmentscurrentlyrequireclosehumanoversight.Asoneparticipantsaid“you'vegottohavealittlebitofreality.”Realitybeginswithmakingsurethatyouknowwhatyouwanttomeasureandwhyyouwanttomeasureit.Repeatedlyourparticipantsstressedtheimportanceofbeingclear(andlimited)intheiroriginalselectionofwhattheywantedtomonitor.Metricsmustbetiedtoclearbusinessoutcomes.Additionally,participantsnotedthatdatasystemscanmakeerrors:
“Well,you’vegottoremember,thisisdata.You’vegottohavealittlebitofrealitytogowithit…themotorgradersweknow,they’rerunning.They’renot
justidling.They’redoingsomething.”
Oneneedstolookatusagepatternsovertimeandwithincontexttoensurethattheinformationisaccurate.Thisrequireshumanoversightbysomeonewhohasaclearunderstandingofoperations.Usagepatternsofvehiclescanhavesubtle,acceptablevariationsthatonlyahumanoverseercaninterpretandactupon.
6. Changedoesn’t(andshouldn’t)justhappenFinally,it'simportanttorememberthatbuildingbuy-inandbeingadaptableareimportant.Buildingbuy-inspeedsuptheprocessofchange,reduceswork-arounds,andmakesthechangesustainable.Tobuildbuy-in,thecompanieswestudiedfocusedonequipmentthatwas“goodenough”ratherthanputtingoffimplementationuntilthe“perfect"technologycamealong.Leadersnotedthattechnologyhasashortshelflife,andsuggestedselectingasystemthatmakesthemostsense,now.ForFedEx,telematicsworkinsomeinstancesandarelessimportantinothers.Notallvehicles
1. Selectwhatyouwanttomeasure—andwhy
2. Datasystemserr—lookforpatternsacrosstime
3. Usagepatternscanbesubtle—coordinatewithoperations
1. Don’tletbettergetinthewayofgood—findthesweetspot
2. Makechangesbasedonresultsnotschedules
3. Addvaluetoexistingpractices
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supportthetelematicssystem,andnotallneedto.Findingthe“sweet-spot”fortherighttechnologiestooksometrialanderror.Forexample,algorithmicroutingworkedinsuburbsbutnotaswellinurbanareasorruralareas.FedExdoesnotexpecttogetawayfrompetroleumproductsforalongtime,butthecompanyplanstoworktomakeincrementalchangesthatservetheirstakeholdersanddemonstrategoodcitizenshipinthecommunitiestheyserve.Second,meetingobjectivesismoreimportantthanmeetingtheschedule.Implementingchangeswheretheyresultinhighreturns,ratherthanacrosstheenvironment,isessentialtosuccess.Lastly,leadersnotedthatifonewantstoseetelematicsadopted,itisimportanttoaligntheefficiencyeffortswithexistingpractices.Forexample,ifanorganizationhasastrongsafetyethos,showhowreducingfueluseenhancessafety.Ifanorganizationhasestablishedmodesofcommunication,usethemtocommunicate.Ifanorganizationvaluesreliability,connectthedotsbetweenfuelefficiency,reliability,andmission.
RecommendationsandConclusionTheobjectiveofthisstudywastoprovidedeeperunderstandingoftheuseandvalueoffuel-relatedmeteringandmonitoringofvehicles.Threekeytakeawaysare:useTelematicsfordeepsituationalawareness,maketargetedchangesandadaptasnecessary,communicatewidely.First,vehicletelematicscombinedwithprocessandmissiondatacansupportsituationalawarenessanddiagnosisofbarrierstoeffectivenessandefficienciesinorganizationalsystemsandstrategies.Targetedreports,availablethroughdashboards,canprovidemanagersandseniorleadershipwiththetimelyinformationtomakeandmonitorcriticalbusinessdecisions.Dashboardscanprovideoperationsmanagementtimelyaccesstocriticalsystemsandhigherleaderstheabilitytolookacrosstheorganizationanddrilldowntotheindividuallevelwhenneeded.Next,makeincrementalchangesandadapt.Reducefuelusewherebenefitisthegreatest,notunilaterally.Makechangesthatcreatesubstantialsavingsfortheentireorganizationbytargetinginnovationtothelocationsorprocessesitisbestsuitedfor,forinstance,retiringoldequipmentinremoteareasandusingnewtechnologieswhentheyaresuitedtotheloadandworkrequired.Further,ouranalysissuggeststheimportanceofstockingappropriately—maintainaminimumsurplusfuellevelforthetask.Fuelconservationandinnovationarealsodirectlyrelatedtospanofcontrol;whereyouhavethemostcontrol(e.g.facilities),useinnovativefuelsandtechnologies.Thesesavingscanthentransfertosituationswhereyouhavelesscontrol.Leadersinbothcompaniesstressedtheimportanceofthemissionandkeepingthoseclosesttotheactualworkfocusedonthemissionandcriticaltasks.Finally,implementthechangesthatmakethemostimpactfirstandcommunicatetothefullorganizationandtotheaffectedcommunities.Changingaircraftandvehicles
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forthosethatareengineeredforfuelconservationandtheworktaskscancreatesignificantsavings.Lettingpeopleknowabouttheseincrementalsuccessessetsastandardwithintheorganizationandsendsamessageofglobalresponsibility.Fuelandconservationgoalsneedtobereachable,hailedassuccesses,andscaledupovertime.Reducingfuelusetakestime,system-widestrategies,andorganizationalprocessestosupportthem.
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TelematicsChecklist
Plan
StrategicValue
❑ MissionsupportAreyoumeasuringthingscriticaltothemissionanditseffects?Doyouhaveawaytoincorporateopportunitiesthatemergeasyouusethesystem?
❑ SituationalAwarenessAreyouawareofhowpeopleandvehiclesaredeployed?Arevehiclesandpeoplematchedtooptimizeeffectiveness?
❑ SafetyHowistheworkforcekepthealthy,safe,andpainfree?Howcanlogisticalimprovements—routing,supply,andmaintenance—impactsafety?
❑ ComplianceHowcantelematicshelpyoumeetstate,federal,foreignregulations?
OperationalCosts
❑ FueluseHowcanreducedfuelusetransfertoothermissionobjectives—budgetreallocation,timelinessofmission,extendedreach?
❑ VehicleroutingHowcanyougettherightvehicleinplaceattherighttime?
❑ WorkforceManagementIspersonnelefficiencyoraccountabilityimportant?
❑ AssetmanagementWillimprovedrouting,bettervehicleallocation,andproactivemaintenanceimprovemissioneffectiveness?
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AcquireEquipmentSelection
❑ AccurateSensorsAreyourinstrumentsaccurateanddotheyreduceerror?
❑ AppropriateSensorsIsthetargeteddatarelevant,timely,andeasilyintegrated?
❑ UsefulDisplaysCanyouviewandcreatereports,andneededtrends?Areyourdisplaystargetedtotherightchangeagents?
❑ UsableDisplaysIsdatareadable,easilyaccessed,interpreted,andreported?
VendorSelection
❑ FeaturesDofeaturesetsalignwithstrategyandHumanFactors?
❑ SupportIstheregoodcustomerservice—availability,reputation…?
❑ ExperienceIsthereasolidhistoryofproductlines,installation,andmaintenance?
❑ CustomizableCandisplaysandreportsberetrofitted,reportedbylineofbusiness,businessunit,manager,vehicle,etc.?
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DeployImplement
❑ TimeAreyourpilotprogramsbalancingproofofconceptwithdemonstrableresults?
❑ TrainingIstrainingappropriateandmemorable?Dousershavetherequiredskills?
❑ IntegrationDoyoursystemstalktoeachother?Istheremanual“copyandpaste”
❑ MetricsDothemetricscascadefromyourgoalsandmission?Arethemetricsrealistic?
❑ RolesWhoseeswhat?Dodecisionmakersseetherightdata?Shoulditbevoluntaryorautomatic?
❑ CommunicationDocommunicationmodesalignwithexistingnetworks?Doesdatareflectthemissionandgoals?Canexceptionsandalertsbeeasilycommunicated?
❑ ChangemanagementAreyousettingworkforceexpectations?Howcanyouleverageprideandcompetition?Howcanyouminimizeprivacyfears?
HumanFactors
❑ AttentionAre“roaddistractions”minimized?Howcanmissionrisksbereduced?
❑ CognitiveLoadDothedatavisualizationsrequirealotof“thinktime”?Isthedatareadable?
❑ UserControlIstherehumanoversightoninterpretingmetrics?Dousersfeelthattheyarelosingtoomuchcontrol?Canusersdrilldowninthedata?
❑ ErrorpreventionAreerrorsorwrongchoicesminimized?Aregoodbehaviorsinstilled?
❑ AccessIsiteasytogettotheinformation?Isinformationreadilyavailableusingexistingtools?
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Manage
Effectiveness
❑ SoundDataIsthedatapartitionedbymissionarea,statisticallyanalyzed,andintegrated?
❑ UtilizationAreyoumaximizingreach—downtime,resources,supply,distancetravelled?
❑ FuelcostsCanyoutransfersavingstomoretrainingtime,equipmentandresources?
❑ OperationalcostsHowdoesfuelinteractwithrefueling,maintenance,personnel,andlogistics?
❑ RiskHowdoesreducedfueltranslatetorisksversusmission—whatarethetradeoffs?
❑ Decision-makingHowdoesthedatahelpyoumanageassets,personnel,tactics?
❑ ReliabilityHowcantelematicssupportproactivemaintenancethatreducesdowntime,increasessafety,andextendthelifeofthevehicle?
EmployeeAccountability
❑ RewardsDoyouusefinancial,social,task,andpersonalrewards?
❑ CommunicationHowdoyoumakepersonnelawareandanswerablefordrivingbehaviors?
❑ TrainingHowdoyoueducateinefficient,safe,andnon-aggressivedriving?
❑ CohesivenessHowdoyouusedatatomotivatepersonnel,buildanethos,andmakefuelsavingsagame?
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Retire
FleetManagement
❑ VehicleRoutingIsvehiclelifeextendedthroughroutechangesandrelocation?
❑ MaintenanceIsvehiclemaintenancereducingfuelandextendingthelifeofthevehicle?
❑ DrivingpracticesDodrivingpracticesleadtofuelefficiencyandextendthelifeofthevehicle?
❑ NewtechnologiesWhataretherisksandbenefitsofselectingnewoverproventelematics?
❑ RightvehiclesArevehiclesmatchedtolocationforoptimumperformance?Areagingvehiclesmorecostlyduetomissassignment?
❑ FixordestroyWhatarethecosts/benefitsofkeepingoldervehicles?
LifecycleCosts
❑ AcquisitionCanbuilt-intelematicssystemsbeused?Cannewsystemsservemultiplefunctions?
❑ MaintenanceArevehiclesmaintainedbeyondusefulnessandcosteffectiveness?
❑ RetirementAreretirement/destructionpoliciestimely?
❑ CohesivenessHowdoyouusedatatomotivatepersonnel,buildanethos,andmakefuelsavingsagame?