W. C. Sant'ana

Electric Motor Fault Detection Under Nonstationary Operation Using Koopman Operator Spectral Analysis

Early detection of faults in induction motors is fundamental for ensuring reliability, reducing maintenance costs, and preventing unexpected downtime in industrial systems. Conventional Motor Current Signature Analysis (MCSA) techniques typically rely on predefined spectral bands and stationarity assumptions, which lim...