Machine Learning-Based Framework for Real Time Detection and Early Prediction of Control Valve Stiction in Industrial Control Systems

Natthapong Promsricha, Chotirawee Chatpattanasiri, Nuttavut Kerdgongsup +1

Control valve stiction, a friction that prevents smooth valve movement, is a common fault in industrial process systems that causes instability, equipment wear, and higher maintena…