Feng Jia

Deep neural networks: A promising tool for fault characteristic mining and intelligent diagnosis of rotating machinery with massive data

Feng Jia, Yaguo Lei, Jing Lin et al. · Mechanical Systems and Signal Processing · 2015 · 1.6K citations

Fault Diagnosis, Deep Neural Networks, Engineering +12

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

An Intelligent Fault Diagnosis Method Using Unsupervised Feature Learning Towards Mechanical Big Data

Yaguo Lei, Feng Jia, Jing Lin et al. · IEEE Transactions on Industrial Electronics · 2016 · 1.2K citations

Fault Diagnosis, Engineering, Machine Learning +16

An intelligent fault diagnosis approach based on transfer learning from laboratory bearings to locomotive bearings

Bin Yang, Yaguo Lei, Feng Jia et al. · Mechanical Systems and Signal Processing · 2019 · 839 citations

Fault Diagnosis, Locomotive Bearings, Engineering +12

Deep normalized convolutional neural network for imbalanced fault classification of machinery and its understanding via visualization

Feng Jia, Yaguo Lei, Na Lü et al. · Mechanical Systems and Signal Processing · 2018 · 566 citations

Fault Diagnosis, Convolutional Neural Network, Imbalanced Fault Classification +9