An Ontology Construction Framework for Asset Lifecycle Management: Agentic Travelling Approach with Field Application in Shale Oil Wellbore Maintenance
Abstract The rapid deployment of AI-native applications in complex wellbore operations requires unified, high-quality data integration to sustain continuous model evolution and reliable asset lifecycle management. However, heterogeneity in standards, semantics, and system architectures across legacy operational dataset...