A Multistage Physics-Informed Neural Network for Fault Detection in Regulating Valves of Nuclear Power Plants
In Nuclear Power Plants (NPPs), online condition monitoring and the fault detection of structures, systems and components (SSCs) can aid in guaranteeing safe operation.The use of data-driven methods for these tasks is limited by the requirement of physically consistent outcomes, particularly in safety-critical systems.Considering the importance of