掌握数字孪生：构建稳健数字模型资产的最佳实践.pdf

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1、Mastering Digital Twins:Best Practices for Building Robust Digital Models AssetPresenter:Kevin Kidd,Group Digital Engineering ManagerMastering Digital Twins:Best Practices for Building Robust Digital Models AssetWhat is a Digital Twin?Physical AssetSensorsData SystemDigital TwinMore than just a 3D m

2、odelData-driven,dynamic representationEnables monitoring,simulation,prediction,optimisationCore Components of a Robust Digital TwinMastering Digital Twins:Best Practices for Building Robust Digital Models AssetAnalytics,simulations,AI/MLINTELLIGENCEGIS,ERP,CMMS,APIsINTEGRATIONIoT,sensors,SCADADATACA

3、D/BIM,photogrammetry,laser scanningGEOMETRYSolid FoundationsStandardised model structure and metadataVerified source data and naming conventions Federated models and asset hierarchy alignmentBest Practice#1Mastering Digital Twins:Best Practices for Building Robust Digital Models AssetDataFederationS

4、tructureConsistencyMastering Digital Twins:Best Practices for Building Robust Digital Models AssetReal-Time Data IntegrationConnect live IoT and sensor dataUse scalable data pipelines Support live monitoring and alertingBest Practice#2 SensorsEdge Gateway/CloudDigital TwinDashboard/Alert SystemMaste

5、ring Digital Twins:Best Practices for Building Robust Digital Models AssetScalable ArchitectureBest Practice#3Start small with clear outcomesUse modular,repeatable frameworksSupport asset hierarchies and portfoliosPlan for future integrationsPORTFOLIO-LEVELMult-asset federation with hierarchyINTEGRA

6、TEDConnected to asset&business systemsPILOTSingle assetStandalone use caseENTERPRISE-SCALECross-portfolio visibilityGovernanceREPEATABLEReused standardsModular logicMastering Digital Twins:Best Practices for Building Robust Digital Models AssetBuilding the Team Around the TwinKey