A high-accuracy intelligent fault diagnosis method for aero-engine bearings with limited samples

Generative adversarial networks for data augmentation in machine fault diagnosis

Siyu Shao, Pu Wang, Ruqiang Yan · Computers in Industry · 2019 · 542 citations

Computing, Computer Engineering, Computer Science +16

A novel optimized SVM classification algorithm with multi-domain feature and its application to fault diagnosis of rolling bearing

Xiaoan Yan, Minping Jia · Neurocomputing · 2018 · 499 citations

Computing, Computer Science, Mechanical Engineering +14

A Time Series Transformer based method for the rotating machinery fault diagnosis

Yuhong Jin, Lei Hou, Yushu Chen · Neurocomputing · 2022 · 294 citations

Engineering, Electrical Engineering, Electric Machines +12

Wavelet transform for rotary machine fault diagnosis:10 years revisited

Ruqiang Yan, Zuogang Shang, Hong Xu et al. · Mechanical Systems and Signal Processing · 2023 · 260 citations

Engineering, Electrical Engineering, Industrial Engineering +13

Bayesian variational transformer: A generalizable model for rotating machinery fault diagnosis

Yiming Xiao, Haidong Shao, Jie Wang et al. · Mechanical Systems and Signal Processing · 2023 · 246 citations

Computing, Electrical Engineering, Systems Engineering +16