Shuhan Weng

Multi-Scale Wavelet-integrated Kolmogorov-Arnold Network (MS-WavKAN) for robust bearing fault diagnosis under harsh industrial noise

Rolling element bearings are critical components in rotating machinery, and their unexpected failures cause a substantial proportion of unplanned industrial downtime. A central challenge in bearing fault diagnosis is the rapid attenuation of diagnostic information under harsh industrial noise, which obscures the tran...