Improved deep transfer learning and transmission error based method for gearbox fault diagnosis with limited test samples

Multisensor data fusion for gearbox fault diagnosis using 2-D convolutional neural network and motor current signature analysis

Moslem Azamfar, Jaskaran Singh, Iñaki Bravo-Imaz et al. · Mechanical Systems and Signal Processing · 2020 · 340 citations

Computing, Computer Science, Mechanical Engineering +17

Planetary gearbox fault diagnosis using bidirectional-convolutional LSTM networks

Junchuan Shi, Dikang Peng, Zhongxiao Peng et al. · Mechanical Systems and Signal Processing · 2021 · 295 citations

Computing, Computer Science, Mechanical Engineering +14

Parameter sharing adversarial domain adaptation networks for fault transfer diagnosis of planetary gearboxes

Yi Qin, Qunwang Yao, Yi Wang et al. · Mechanical Systems and Signal Processing · 2021 · 124 citations

Computing, Computer Science, Mechanical Engineering +16

A nearly end-to-end deep learning approach to fault diagnosis of wind turbine gearboxes under nonstationary conditions

Liangwei Zhang, Qi Fan, Jing Lin et al. · Engineering Applications of Artificial Intelligence · 2022 · 122 citations

Computing, Computer Science, Mechanical Engineering +16

Gearbox fault diagnosis based on a fusion model of virtual physical model and data-driven method

Jianbo Yu, Siyuan Wang, Lu Wang et al. · Mechanical Systems and Signal Processing · 2022 · 97 citations

Engineering, Mechanical Engineering, Systems Engineering +17