Tao Yan

Deep Convolutional Transfer Learning Network: A New Method for Intelligent Fault Diagnosis of Machines With Unlabeled Data

Liang Guo, Yaguo Lei, Saibo Xing et al. · IEEE Transactions on Industrial Electronics · 2018 · 1.2K citations

Artificial Intelligence, Fault Diagnosis, Convolutional Neural Network +16

Deep separable convolutional network for remaining useful life prediction of machinery

Biao Wang, Yaguo Lei, Naipeng Li et al. · Mechanical Systems and Signal Processing · 2019 · 384 citations

Artificial Intelligence, Convolutional Neural Network, Engineering +9

Recurrent convolutional neural network: A new framework for remaining useful life prediction of machinery

Biao Wang, Yaguo Lei, Tao Yan et al. · Neurocomputing · 2019 · 283 citations

Artificial Intelligence, Engineering, Machine Learning +10

Machinery health indicator construction based on convolutional neural networks considering trend burr

Liang Guo, Yaguo Lei, Naipeng Li et al. · Neurocomputing · 2018 · 260 citations

Condition Monitoring, Convolutional Neural Network, Engineering +11

A Wiener-Process-Model-Based Method for Remaining Useful Life Prediction Considering Unit-to-Unit Variability

Naipeng Li, Yaguo Lei, Tao Yan et al. · IEEE Transactions on Industrial Electronics · 2018 · 210 citations

Engineering, Industrial Engineering, Life Prediction +18