Hongkai Jiang

A novel deep autoencoder feature learning method for rotating machinery fault diagnosis

Haidong Shao, Hongkai Jiang, Huiwei Zhao et al. · Mechanical Systems and Signal Processing · 2017 · 682 citations

Computing, Computer Science, Mechanical Engineering +14

Rolling bearing fault diagnosis using an optimization deep belief network

Haidong Shao, Hongkai Jiang, Xun Zhang et al. · Measurement Science and Technology · 2015 · 515 citations

Computing, Computer Science, Mechanical Engineering +17

Electric Locomotive Bearing Fault Diagnosis Using a Novel Convolutional Deep Belief Network

Haidong Shao, Hongkai Jiang, Haizhou Zhang et al. · IEEE Transactions on Industrial Electronics · 2017 · 480 citations

Computing, Computer Science, Electric Machines +16

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

Rolling bearing fault feature learning using improved convolutional deep belief network with compressed sensing

Haidong Shao, Hongkai Jiang, Haizhou Zhang et al. · Mechanical Systems and Signal Processing · 2017 · 373 citations

Computing, Computer Science, Computer Vision +15