Styliani Kontaki

Time-Series Machine Learning for Fault Diagnosis and Severity Estimation in Industrial Processes

Industrial fault detection and diagnosis are essential for maintaining operational reliability and minimizing performance degradation in process industries. This study presents an integrated machine learning framework for fault detection, fault-type classification, and fault severity estimation using a synthetic chemic...