Liang Guo

A recurrent neural network based health indicator for remaining useful life prediction of bearings

Liang Guo, Naipeng Li, Feng Jia et al. · Neurocomputing · 2017 · 1.2K citations

Computing, Data Science, Machine Learning +14

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

Computing, Computer Science, Artificial Intelligence +16

A neural network constructed by deep learning technique and its application to intelligent fault diagnosis of machines

Feng Jia, Yaguo Lei, Liang Guo et al. · Neurocomputing · 2017 · 514 citations

Computing, Computer Engineering, Computer Science +16

A new bearing fault diagnosis method based on modified convolutional neural networks

Jiangquan Zhang, Yi Sun, Liang Guo et al. · Chinese Journal of Aeronautics · 2019 · 325 citations · Full text

Computing, Computer Science, Manufacturing Engineering +17

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

Biao Wang, Yaguo Lei, Tao Yan et al. · Neurocomputing · 2019 · 295 citations

Computing, Computer Science, Data Science +14