Yaguo Lei

A Hybrid Prognostics Approach for Estimating Remaining Useful Life of Rolling Element Bearings

Biao Wang, Yaguo Lei, Naipeng Li et al. · IEEE Transactions on Reliability · 2018 · 1.8K citations

Engineering, Data Science, Machine Learning +16

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 · 1.7K citations

Computing, Computer Science, Mechanical Engineering +17

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

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

Computing, Computer Science, Artificial Intelligence +16