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

Recurrent Neural Network, Engineering, Machine Learning +11

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

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 · 509 citations

Fault Diagnosis, Deep Neural Networks, Engineering +11

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 · 316 citations · Full text

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