利用人工智能和能源数据洞察革新地下分析.pdf

1、 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Agni DasIndustry Specialist Solutions ArchitectChris GabrielPrincipal Solutions ArchitectTransform

2、 subsurface analysis with AI&Energy Data InsightsI N D 4 1 5 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.AgendaIntroductionSubsurface Workflows and challengesLOB personas and challenges they faceSolution using agentic workflows and Energy Data InsightsWhiteboarding the solutio

3、nDemonstration 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Introduction What is Subsurface and Subsurface data?Who uses Subsurface data?How is traditional data analysis done?How can AI help?2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Challenges with Subs

4、urface Workflows?Silos Exist Between:Technical Disciplines Planning&operations Operators&suppliers Past and future knowledge Seismic AcquisitionSeismic ProcessingSeismic InterpretationStructural ModellingProperty ModellingWell InterpretationReservoir ModellingField DevelopmentPlanningWell Processing

5、Well AcquisitionDrillingPlanningProductionPlanningDrillingExecutionCompletion ExecutionProduction OperationsProduction Operations 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Data ChallengesWorkflow AutomationProject SetupData integrationAccess legacy docsData standardizationFi

6、lling data gapsRepetitive tasksUndifferentiatedTime SinkData loading and QCStandardizationConsistencyChallenges faced by Petrophysicists 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Generative AI for SubsurfaceLoad well-log data.Run quick look Formation Evaluation and determine