Ming-Xun Sun

TFE-SWResNet: an improved residual network based on time–frequency feature enhancement for bearing fault diagnosis

Rolling bearings are critical transmission components in rotating machinery. Their operating conditions directly determine the operational safety and overall reliability of the entire mechanical system. Traditional convolutional neural networks (CNNs) are limited in modelling long-range dependencies and high-order faul...