2 papers
cs.LG2026
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…
physics.flu-dyn2025
A data-driven framework to identify restenosis-prone regions in femoral arteries from geometric and inflow waveform parameters
Chotirawee Chatpattanasiri, Federica Ninno, Vanessa Dıaz-Zuccarini +1
Haemodynamic indices derived from Computational Fluid Dynamics (CFD), such as Time-averaged Wall Shear Stress (TAWSS) and Oscillatory Shear Index (OSI), are closely associated with…