Omar A. Aldhaibani

A Physics-Informed Temporal Convolutional Network for Joint Fault Diagnosis and Calibrated Severity Estimation in Induction Motors Through Motor Current Signature Analysis

Motor current signature analysis (MCSA) enables non-invasive condition monitoring of three-phase induction motors, but most published studies use short laboratory records with artificially seeded faults and report only a discrete fault label without any measure of confidence. This paper proposes a physics-informed temp...