Jun-Feng Bao

Lifecycle-Oriented Taxonomy and Evidence Synthesis of Physics-Integrated Reinforcement Learning and Hybrid Monitoring Approaches for Fluid Machinery

Predictive monitoring of fluid-machinery assets is hindered by nonlinear dynamics, sparse fault data, and distribution shifts between simulation and field operation. This survey develops a lifecycle-oriented taxonomy and maps evidence across 127 screened records, including 77 studies retained for tiered synthesis. The...