3488 - 解锁资产智能：利用人工智能实现 Maximo Regulator 数据增强自动化.pdf

1、Asset Nameplate Asset Nameplate Recognition ProjectRecognition ProjectNigel InchEnbridge Pipelines Inc.Rob PeerenIBM Canada Ltd.Enbridge Who we are Digital Asset Management Journey Project Goal Solution Capabilities Business Value Future Value Solution Architecture DemoAgendaEnbridge Who We Are3Digi

2、tal Maintenance FoundationMaintenance OptimizationReliability for GrowthAsset Performance Transformation InitiationDigital Representation of AssetsAssets&Items Data StandardDigital Work ManagementPM OptimizationCondition-Driven ServiceData ScienceKPIs Established&ManagedOperator Digital InspectionsD

3、esign for ReliabilityShift to Condition-Based MaintenanceWorkforce Schedule OptimizationAsset Lifecyle Management“Reliability”BusinessAsset&Inventory RecordsWork ProcessesPMs(status quo)OT/IoT VisibilityOperational Connectivity&Asset Health Inventory&Spares OptimizedRCFAAssets are at the foundation(

4、ISO 14224)Consistent foundational principles workflow lifecycle,asset classifications&criticality,essential care,and condition monitoringEquipment criticality established&scoredFoundational failure modes&effects analysis(FMEA)mapped to assetsOperational data integrated(OT+IoT)Multivariable objective

5、 asset health scoringFoundation for optimization preventive maintenance(PM),workforce scheduling,inventoryDirectionally prescriptive work actions(augmented intelligence)Condition-driven approach to asset managementLifecycle asset management feedback mechanisms influence future asset design for relia

6、bility Failure modes&effects analyses(FMEA)governanceMultivariate analytics&data science competency 4Digital Asset Management JourneyTo solve these problems:Missing or poor asset information Difficult manual task to identify a huge number of assets via their nameplate,without measures that include h