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1 JOGMECTechnoForum 2015 IoTSolutionforOil&GasProductionFacili ties ApplicationofBigDataAnalysis TechnologyintoPlantMonitoring 29 th Oct,2015 Yutaka Ukegawa NECCorporation SeniorVicePresident Transportation andcityinfrastructuredivision *IoT:InternetofThings
2 NECIoTSolution s Createnew valuebytapping intothefluctuation oftherealworldareli able,flexibleandadaptivesystem Rapidincrease Ofdatainteraction Ensurereal-time computingevenin remoteenvironment Continuouslycreate new value throughanalysis Keepopti mizing thesystem 5CloudComputing Makeuseofthedata 4 Wideareanetwork 3Edge Computing Controlandprocessing foriot 2 DeviceConnectivity 1DeviceComputing Interactionwith therealworld IoT:Internetof Things 2 NECCorporation2015
3 NEC sunderst andin gofoil&gasissu es Cost,operati onrate,andsafetyhavealwaysbeenabigissue, andisincreasinglybecomingmoreimportant. Characteristic indevelopment HugeInvestments Hugeinvestmentsfrom explorationto productionsover decades ExtremeConditions Shifttoextreme environmentssuchas deepwater Unexpected market change Hugepricefluctuations andenvironmental issues Operation Rate Highoperationrate torecoverhuge investments Maximizationof profitinchanging environment Requirementsforplants Safety Safetyunder extremeconditions Copingwithnew technologies, environmentsand regulations Cost Lowcost operationsunder agingfacili tiesand extreme environments Lowcostoperation tocompetein challengingmarket 3 NECCorporation2015
4 NEC sunderst andin gofoil&gasissu es Defectsthatdonotresultinaccidentsfrequentlyhappeninoil andgas facili ties,and measurestoimprovesafetyandstabili tyisunderhighneed Thoughthesizeandafect maydiferaccidentsuchasinthe MexicanGulfhappenworldwidefrequently Hugelossincaseofstopofoperation Athresholdmodelbasedsystem alreadyexists,butopti mization ofo&m isongoingwithnew technologies. Chronologicaldistributionofaccidents Distributionofaccidentspertypeof equipmentrelatedcausesforaccidents Source: Safetyofoffshoreoilandgasoperations:Lessonsfrom pastaccidentanalysis,europeancommission, NECCorporation2015
5 NEC siotsolution foroil&gasprodu ction Faciliti es Assetmanagementusing BigDataanalysistechnologies SecuritySolution EnhancementofSafety Increaseof OperationRate Decreaseof MaintenanceCost EnhancementofSafety Increaseof OperationRate 5 NECCorporation2015 NetworkSolution Increaseof OperationRate Decreaseof MaintenanceCost
6 AssetmanagementsolutionusingBigDataanalysistechnologies NEC suniqu ebigdatatechnolo gies NEC s uniqueandrankedworld#1bigdatatechnologies Visualizationofcorrelations Unique betweensensorsandearly Discoveryofanomalousbehavior System Invariant AnalysisTechnology e.g.earlieranomalydetectioninplantoperation Severalprinciplescanbesimply Unique Derivedfrom diversedata inmanycategories Heterogeneous mixturelearning e.g.sparepartsdemandforecast world No.1 1 Learningfrom avastamountofdata withquickandaccuratematching RAPIDMachin elearnin g 6 NECCorporation2015 world No.1 2 Moresophisticatedsolutionof problemsthroughunderstanding thetotalmeaningsofsentences ratherthansinglewords Textualinference recognitio n 1PTP:PennTreebankProject2011 (Theworl dʼsmostprestigiouscontestforlanguageprocessingalgori thms) 2ResultsofacontestsponsoredbytheNIST,NationalInst ituteofstandardsandtechnology,intheunitedstates.
7 AssetmanagementsolutionusingBigDataanalysistechnologies SIATOverview SIAT, NEC s proprietarybigdataanalysis,focuseson the comprehensiverelationshipsbetween sensorsanddetects anomalie s FarFaster thanhumanmonitoring Massivesensordata SIAT:System InvariantAnalysisTechnology Automaticmodelof relationships(invariants) Real-timemonitoringof breakdownofrelationships Timeseries anomaly Profilesystem behaviors 7 Earlyanomalydetection(predictiveanalysis)
8 AssetmanagementsolutionusingBigDataanalysistechnologies Fleet-wideMonitorin gbysiat ControlCenter(Headquarteretc) Integrated Operation O fshore RigFleet SIAT Fleet-wideAnalysisby archivingpastincidentsoffleet Fleet-wideHealthdiagnostic (e.g.degradationduetoaging) Processing fleet 24/7Real-timeAnalysis SIAT SIAT SIAT ComparisonAnalysiswith thepaststatus 8
9 AssetmanagementsolutionusingBigDataanalysistechnologies Trackrecord 1)Nuclear-Inst alle d innuclearpowerplant 2)Oil& Gas-Detectpastfailurecasesfasterthanoperators 3)Thermal-Detect pastfailurecasesfasterthan operators ExampleofNuclearPowerPlant Real-time No.ofsensorsperpowerplant:>3, ofdatafrom eachsensorina second Advancedanalysis asecond Detect diferen thanusual situation from relationbetween3000x2999 sensors Expertindatautiliz ation Increasedprecisionofpredictivemonitoring bycollaborationofnecdataanalysisexpert andcust omersplantoperationexpert 9
10 Networksolution Networ ksolutio n Providestablecommunicationbetweenlandandoilrig Provideoptimum solutionfrombothcostandquality perspective Centralizedmonitoringforassetmanagementandsecurity solutionutilizi ngthenetworkinfrastructure OilRig#2 NECTroposcatter (OverTheHorizon) OilRig#1 NEC ipasolink 3G/Private LTEindoor NEC SubmarineCableSystem CONTROLCENTER 10 NECCorporation2015
11 TheexcellenceofNEC siotsolutions forasecure,high-eficiency, cost-efectiveoil&gas productionfacili ties 11 NECCorporation2015
12
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