Xingqiu Li

A novel method for intelligent fault diagnosis of rolling bearings using ensemble deep auto-encoders

Haidong Shao, Hongkai Jiang, Ying Lin et al. · Mechanical Systems and Signal Processing · 2017 · 455 citations

Computing, Computer Science, Industrial Engineering +15

Intelligent fault diagnosis of rolling bearing using deep wavelet auto-encoder with extreme learning machine

Haidong Shao, Xingqiu Li, Shuaipeng Wu · Knowledge-Based Systems · 2017 · 321 citations

Computing, Computer Science, Mechanical Engineering +13

An adaptive deep transfer learning method for bearing fault diagnosis

Zhenghong Wu, Hongkai Jiang, Ke Zhao et al. · Measurement · 2019 · 287 citations

Computing, Computer Science, Fault-tolerant Systems +13

Data synthesis using deep feature enhanced generative adversarial networks for rolling bearing imbalanced fault diagnosis

Shaowei Liu, Hongkai Jiang, Zhenghong Wu et al. · Mechanical Systems and Signal Processing · 2021 · 234 citations

Computing, Computer Science, Industrial Engineering +16

An enhanced selective ensemble deep learning method for rolling bearing fault diagnosis with beetle antennae search algorithm

Xingqiu Li, Hongkai Jiang, Maogui Niu et al. · Mechanical Systems and Signal Processing · 2020 · 201 citations

Computing, Computer Science, Machine Learning +11