K
v
ire
.com
←
Back
Night
Docs
Library
Review
…
Author
Yaguo Lei
also known as Lei, Yaguo, Y G Lei, Y Lei
New York State Department of Transportation · Electric Power Research Institute · University of Alberta · Chongqing University
About this author
Works
268
Cited by
33,264
h-index
76
i10
178
ORCID ↗
Top papers
Applications of machine learning to machine fault diagnosis: A review and roadmap
Yaguo Lei, Bin Yang, Xinwei Jiang, et al.
·
2020
·
Mechanical Systems and Signal Processing
↗ 2,619
OA
Machinery health prognostics: A systematic review from data acquisition to RUL prediction
Yaguo Lei, Naipeng Li, Liang Guo, et al.
·
2017
·
Mechanical Systems and Signal Processing
↗ 2,329
A review on empirical mode decomposition in fault diagnosis of rotating machinery
Yaguo Lei, Jing Lin, Zhengjia He, et al.
·
2012
·
Mechanical Systems and Signal Processing
↗ 1,796
A Hybrid Prognostics Approach for Estimating Remaining Useful Life of Rolling Element Bearings
Biao Wang, Yaguo Lei, Naipeng Li, et al.
·
2018
·
IEEE Transactions on Reliability
↗ 1,717
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.
·
2015
·
Mechanical Systems and Signal Processing
↗ 1,663
A recurrent neural network based health indicator for remaining useful life prediction of bearings
Liang Guo, Naipeng Li, Feng Jia, et al.
·
2017
·
Neurocomputing
↗ 1,197
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.
·
2018
·
IEEE Transactions on Industrial Electronics
↗ 1,195
An Intelligent Fault Diagnosis Method Using Unsupervised Feature Learning Towards Mechanical Big Data
Yaguo Lei, Feng Jia, Jing Lin, et al.
·
2016
·
IEEE Transactions on Industrial Electronics
↗ 1,166
An intelligent fault diagnosis approach based on transfer learning from laboratory bearings to locomotive bearings
Bin Yang, Yaguo Lei, Feng Jia, et al.
·
2019
·
Mechanical Systems and Signal Processing
↗ 848
Condition monitoring and fault diagnosis of planetary gearboxes: A review
Yaguo Lei, Jing Lin, Ming J. Zuo, et al.
·
2013
·
Measurement
↗ 702
An Improved Exponential Model for Predicting Remaining Useful Life of Rolling Element Bearings
Naipeng Li, Yaguo Lei, Jing Lin, et al.
·
2015
·
IEEE Transactions on Industrial Electronics
↗ 650
Degradation data analysis and remaining useful life estimation: A review on Wiener-process-based methods
Zhengxin Zhang, Xiaosheng Si, Changhua Hu, et al.
·
2018
·
European Journal of Operational Research
↗ 644
Books
Intelligent Fault Diagnosis and Remaining Useful Life Prediction of Rotating Machinery
2016
·
Elsevier Science & Technology Books
Big Data-Driven Intelligent Fault Diagnosis and Prognosis for Mechanical Systems
2022
·
Springer
Mechanical Design and Simulation : Exploring Innovations for the Future
2024
·
Springer