Applications of stochastic resonance to machinery fault detection: A review and tutorial
Qiao, Zijian, Lei, Yaguo, Li, Naipeng
Published in Mechanical systems and signal processing (01.05.2019)
Published in Mechanical systems and signal processing (01.05.2019)
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Journal Article
A recurrent neural network based health indicator for remaining useful life prediction of bearings
Guo, Liang, Li, Naipeng, Jia, Feng, Lei, Yaguo, Lin, Jing
Published in Neurocomputing (Amsterdam) (31.05.2017)
Published in Neurocomputing (Amsterdam) (31.05.2017)
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Journal Article
Machinery health prognostics: A systematic review from data acquisition to RUL prediction
Lei, Yaguo, Li, Naipeng, Guo, Liang, Li, Ningbo, Yan, Tao, Lin, Jing
Published in Mechanical systems and signal processing (01.05.2018)
Published in Mechanical systems and signal processing (01.05.2018)
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Journal Article
An Improved Exponential Model for Predicting Remaining Useful Life of Rolling Element Bearings
Naipeng Li, Yaguo Lei, Jing Lin, Ding, Steven X.
Published in IEEE transactions on industrial electronics (1982) (01.12.2015)
Published in IEEE transactions on industrial electronics (1982) (01.12.2015)
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Journal Article
Recurrent convolutional neural network: A new framework for remaining useful life prediction of machinery
Wang, Biao, Lei, Yaguo, Yan, Tao, Li, Naipeng, Guo, Liang
Published in Neurocomputing (Amsterdam) (28.02.2020)
Published in Neurocomputing (Amsterdam) (28.02.2020)
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Journal Article
Applications of machine learning to machine fault diagnosis: A review and roadmap
Lei, Yaguo, Yang, Bin, Jiang, Xinwei, Jia, Feng, Li, Naipeng, Nandi, Asoke K.
Published in Mechanical systems and signal processing (01.04.2020)
Published in Mechanical systems and signal processing (01.04.2020)
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Journal Article
A Model-Based Method for Remaining Useful Life Prediction of Machinery
Yaguo Lei, Naipeng Li, Gontarz, Szymon, Jing Lin, Radkowski, Stanislaw, Dybala, Jacek
Published in IEEE transactions on reliability (01.09.2016)
Published in IEEE transactions on reliability (01.09.2016)
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Journal Article
A New Method Based on Stochastic Process Models for Machine Remaining Useful Life Prediction
Lei, Yaguo, Li, Naipeng, Lin, Jing
Published in IEEE transactions on instrumentation and measurement (01.12.2016)
Published in IEEE transactions on instrumentation and measurement (01.12.2016)
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Journal Article
Remaining Useful Life Prediction Based on a General Expression of Stochastic Process Models
Li, Naipeng, Lei, Yaguo, Guo, Liang, Yan, Tao, Lin, Jing
Published in IEEE transactions on industrial electronics (1982) (01.07.2017)
Published in IEEE transactions on industrial electronics (1982) (01.07.2017)
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Journal Article
Remaining Useful Life Prediction With Partial Sensor Malfunctions Using Deep Adversarial Networks
Li, Xiang, Xu, Yixiao, Li, Naipeng, Yang, Bin, Lei, Yaguo
Published in IEEE/CAA journal of automatica sinica (01.01.2023)
Published in IEEE/CAA journal of automatica sinica (01.01.2023)
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Journal Article
Fault diagnosis of rotating machinery based on an adaptive ensemble empirical mode decomposition
Lei, Yaguo, Li, Naipeng, Lin, Jing, Wang, Sizhe
Published in Sensors (Basel, Switzerland) (09.12.2013)
Published in Sensors (Basel, Switzerland) (09.12.2013)
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Journal Article
A Hybrid Prognostics Approach for Estimating Remaining Useful Life of Rolling Element Bearings
Wang, Biao, Lei, Yaguo, Li, Naipeng, Li, Ningbo
Published in IEEE transactions on reliability (01.03.2020)
Published in IEEE transactions on reliability (01.03.2020)
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Journal Article
Subdomain Adaptation Transfer Learning Network for Fault Diagnosis of Roller Bearings
Wang, Zhijian, He, Xinxin, Yang, Bin, Li, Naipeng
Published in IEEE transactions on industrial electronics (1982) (01.08.2022)
Published in IEEE transactions on industrial electronics (1982) (01.08.2022)
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Journal Article
Multiscale Convolutional Attention Network for Predicting Remaining Useful Life of Machinery
Wang, Biao, Lei, Yaguo, Li, Naipeng, Wang, Wenting
Published in IEEE transactions on industrial electronics (1982) (01.08.2021)
Published in IEEE transactions on industrial electronics (1982) (01.08.2021)
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Journal Article
Deep separable convolutional network for remaining useful life prediction of machinery
Wang, Biao, Lei, Yaguo, Li, Naipeng, Yan, Tao
Published in Mechanical systems and signal processing (01.12.2019)
Published in Mechanical systems and signal processing (01.12.2019)
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Journal Article
A droplet-based microfluidic device for long-term culture and longitudinal observation of Caenorhabditis elegans
Ying, Dawei, Zhang, Kai, Li, Naipeng, Ai, Xiaoni, Liang, Qionglin, Wang, Yiming, Luo, Guoan
Published in Biochip journal (01.09.2012)
Published in Biochip journal (01.09.2012)
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Journal Article
Machinery health indicator construction based on convolutional neural networks considering trend burr
Guo, Liang, Lei, Yaguo, Li, Naipeng, Yan, Tao, Li, Ningbo
Published in Neurocomputing (Amsterdam) (31.05.2018)
Published in Neurocomputing (Amsterdam) (31.05.2018)
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Journal Article