Integrated Diagnostic Models

Integrated Diagnostic Models: Turning Condition Monitoring Data into Actionable Insight explains how structured diagnostic models transform raw condition monitoring data into clear, reliable understanding of asset health. The paper describes what integrated diagnostic models are, how they are built from failure-mode knowledge and multiphysics measurements, and how they are applied to consistently identify the cause of developing faults. By codifying expert knowledge into repeatable models, organizations can improve diagnostic consistency, reduce uncertainty, and make faster, more confident maintenance decisions across their plants.