Qian Ding

Remaining useful life estimation in prognostics using deep convolution neural networks

Xiang Li, Qian Ding, Jian‐Qiao Sun · Reliability Engineering & System Safety · 2017 · 1.7K citations

Computing, Health Informatics, Forecasting +8

Deep learning-based remaining useful life estimation of bearings using multi-scale feature extraction

Xiang Li, Qian Ding · Reliability Engineering & System Safety · 2018 · 561 citations

Computing, Computer Science, Computer Vision +13

Multi-Layer domain adaptation method for rolling bearing fault diagnosis

Xiang Li, Qian Ding, Jian‐Qiao Sun · Signal Processing · 2018 · 463 citations · Full text

Engineering, Industrial Engineering, Systems Engineering +11

Intelligent rotating machinery fault diagnosis based on deep learning using data augmentation

Xiang Li, Qian Ding, Jian‐Qiao Sun · Journal of Intelligent Manufacturing · 2018 · 399 citations

Computing, Computer Science, Industrial Engineering +16

Cross-Domain Fault Diagnosis of Rolling Element Bearings Using Deep Generative Neural Networks

Xiang Li, Qian Ding · IEEE Transactions on Industrial Electronics · 2018 · 398 citations

Computing, Computer Engineering, Computer Science +17