Yaguo Lei

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 58

Top Topics

Transfer Learning

Condition Monitoring

Fault Diagnosis

Top Venues

IEEE Trans. Ind. Electron.

Reliab. Eng. Syst. Saf.

J. Field Robotics

Publications

Ying Zhang, Xin Wu, Yaguo Lei, Junyi Cao, Wei-Hsin Liao
Self-Powered Wireless Condition Monitoring for Rotating Machinery. IEEE Internet Things J. 11 (2) (2024)
Bin Yang, Yaguo Lei, Xiang Li, Naipeng Li
Targeted transfer learning through distribution barycenter medium for intelligent fault diagnosis of machines with data decentralization. Expert Syst. Appl. 244 (2024)
Bin Yang, Yaguo Lei, Xiang Li, Naipeng Li, Asoke K. Nandi
Label Recovery and Trajectory Designable Network for Transfer Fault Diagnosis of Machines With Incorrect Annotation. IEEE CAA J. Autom. Sinica 11 (4) (2024)
Xiang Li, Shupeng Yu, Yaguo Lei, Naipeng Li, Bin Yang
Intelligent Machinery Fault Diagnosis With Event-Based Camera. IEEE Trans. Ind. Informatics 20 (1) (2024)
Xiaofei Liu, Yaguo Lei, Naipeng Li, Xiang Li, Bin Yang
An Optimal-Subdomain Generalization Method for Remaining Useful Life Prediction of Machinery Under Time-Varying Operation Conditions. IEEE Trans. Ind. Informatics 20 (4) (2024)
Naipeng Li, Mingyang Wang, Yaguo Lei, Xiaosheng Si, Bin Yang, Xiang Li
A nonparametric degradation modeling method for remaining useful life prediction with fragment data. Reliab. Eng. Syst. Saf. 249 (2024)
Yuan Wang, Yaguo Lei, Naipeng Li, Xuanyu Gao, Xiaofei Liu, Qubing Ren, Jinze Jiang
A multimodal dynamic parameterized bilinear factorized framework for remaining useful life prediction under variational data. Reliab. Eng. Syst. Saf. 245 (2024)
Xinrui Chen, Xiang Li, Shupeng Yu, Yaguo Lei, Naipeng Li, Bin Yang
Dynamic Vision Enabled Contactless Cross-Domain Machine Fault Diagnosis with Neuromorphic Computing. IEEE CAA J. Autom. Sinica 11 (3) (2024)
Naipeng Li, Yaguo Lei, Xiaofei Liu, Tao Yan, Pengcheng Xu
Machinery Health Prognostics With Multimodel Fusion Degradation Modeling. IEEE Trans. Ind. Electron. 70 (11) (2023)
Ruiyi Guang, Xiang Li, Yaguo Lei, Naipeng Li, Bin Yang
Non-Contact Machine Vibration Sensing and Fault Diagnosis Method Based on Event Camera. SAFEPROCESS (2023)
Yan Pan, Zhidong Han, Tonghai Wu, Yaguo Lei
Remaining Useful Life Prediction of Lubricating Oil With Small Samples. IEEE Trans. Ind. Electron. 70 (7) (2023)
Yuan Wang, Yaguo Lei, Naipeng Li, Tao Yan, Xiaosheng Si
Deep multisource parallel bilinear-fusion network for remaining useful life prediction of machinery. Reliab. Eng. Syst. Saf. 231 (2023)
Bin Yang, Yaguo Lei, Xiang Li, Clive Roberts
Deep Targeted Transfer Learning Along Designable Adaptation Trajectory for Fault Diagnosis Across Different Machines. IEEE Trans. Ind. Electron. 70 (9) (2023)
Jiaqi Ye, Edward Stewart, Qianyu Chen, Clive Roberts, Amir M. Hajiyavand, Yaguo Lei
Deep Learning and Laser-Based 3-D Pixel-Level Rail Surface Defect Detection Method. IEEE Trans. Instrum. Meas. 72 (2023)
Xiwei Li, Yaguo Lei, Xiang Li, Bin Yang
A Robust Wavelet-integrated Residual Network for Fault Diagnosis of Machines with Adversarial Training. AIM (2023)
Shuhui Wang, Yaguo Lei, Bin Yang, Xiang Li, Yue Shu, Na Lu
A graph neural network-based data cleaning method to prevent intelligent fault diagnosis from data contamination. Eng. Appl. Artif. Intell. 126 (2023)
Wenlei Song, Xiao Yang, Huan Liu, Xuanyu Gao, Yaguo Lei, Junyi Cao
A new method for calculating time-varying torsional stiffness of RV reducers with variable loads and tooth modifications. J. Field Robotics 40 (6) (2023)
Tianmei Li, Hong Pei, Xiaosheng Si, Yaguo Lei
Prognosis for stochastic degrading systems with massive data: A data-model interactive perspective. Reliab. Eng. Syst. Saf. 237 (2023)
Xiang Li, Yixiao Xu, Naipeng Li, Bin Yang, Yaguo Lei
Remaining Useful Life Prediction With Partial Sensor Malfunctions Using Deep Adversarial Networks. IEEE CAA J. Autom. Sinica 10 (1) (2023)
Yuting Qiao, Junyi Cao, Guohui Huang, Huan Liu, Yaguo Lei, Qinghua Liu
Improved subspace modal identification of industrial robots. J. Field Robotics 40 (6) (2023)
Junxiao Xie, Huan Zhao, Junyi Cao, Qiumin Qu, Hongmei Cao, Wei-Hsin Liao, Yaguo Lei, Linchuan Guo
Wearable multisource quantitative gait analysis of Parkinson's diseases. Comput. Biol. Medicine 164 (2023)
Huaitao Shi, Ranran Li, Xiaotian Bai, Yixing Zhang, Linggang Min, Dong Wang, Xinyu Lu, Yang Yan, Yaguo Lei
A review for control theory and condition monitoring on construction robots. J. Field Robotics 40 (4) (2023)
Saibo Xing, Yaguo Lei, Bin Yang, Na Lu
Adaptive Knowledge Transfer by Continual Weighted Updating of Filter Kernels for Few-Shot Fault Diagnosis of Machines. IEEE Trans. Ind. Electron. 69 (2) (2022)
Na Lu, Huiyang Hu, Tao Yin, Yaguo Lei, Shuhui Wang
Transfer Relation Network for Fault Diagnosis of Rotating Machinery With Small Data. IEEE Trans. Cybern. 52 (11) (2022)
Xiao-Sheng Si, Tianmei Li, Jianxun Zhang, Yaguo Lei
Nonlinear degradation modeling and prognostics: A Box-Cox transformation perspective. Reliab. Eng. Syst. Saf. 217 (2022)
Huan Zhao, Ruixue Wang, Yaguo Lei, Wei-Hsin Liao, Hongmei Cao, Junyi Cao
Severity level diagnosis of Parkinson's disease by ensemble K-nearest neighbor under imbalanced data. Expert Syst. Appl. 189 (2022)
Bin Yang, Yaguo Lei, Songci Xu, Chi-Guhn Lee
An Optimal Transport-Embedded Similarity Measure for Diagnostic Knowledge Transferability Analytics Across Machines. IEEE Trans. Ind. Electron. 69 (7) (2022)
Naipeng Li, Nagi Gebraeel, Yaguo Lei, Xiaolei Fang, Xiao Cai, Tao Yan
Remaining useful life prediction based on a multi-sensor data fusion model. Reliab. Eng. Syst. Saf. 208 (2021)
Saibo Xing, Yaguo Lei, Shuhui Wang, Feng Jia
Distribution-Invariant Deep Belief Network for Intelligent Fault Diagnosis of Machines Under New Working Conditions. IEEE Trans. Ind. Electron. 68 (3) (2021)
Naipeng Li, Yaguo Lei, Nagi Gebraeel, Zhijian Wang, Xiao Cai, Pengcheng Xu, Biao Wang
Multi-Sensor Data-Driven Remaining Useful Life Prediction of Semi-Observable Systems. IEEE Trans. Ind. Electron. 68 (11) (2021)
Tao Yan, Yaguo Lei, Naipeng Li, Biao Wang, Wenting Wang
Degradation modeling and remaining useful life prediction for dependent competing failure processes. Reliab. Eng. Syst. Saf. 212 (2021)
Huan Zhao, Junyi Cao, Ruixue Wang, Yaguo Lei, Wei-Hsin Liao, Hongmei Cao
Accurate identification of Parkinson's disease by distinctive features and ensemble decision trees. Biomed. Signal Process. Control. 69 (2021)
Biao Wang, Yaguo Lei, Naipeng Li, Wenting Wang
Multiscale Convolutional Attention Network for Predicting Remaining Useful Life of Machinery. IEEE Trans. Ind. Electron. 68 (8) (2021)
Biao Wang, Yaguo Lei, Tao Yan, Naipeng Li, Liang Guo
Recurrent convolutional neural network: A new framework for remaining useful life prediction of machinery. Neurocomputing 379 (2020)
Bin Yang, Yaguo Lei, Feng Jia, Naipeng Li, Zhaojun Du
A Polynomial Kernel Induced Distance Metric to Improve Deep Transfer Learning for Fault Diagnosis of Machines. IEEE Trans. Ind. Electron. 67 (11) (2020)
Xuefang Xu, Yaguo Lei, Zeda Li
An Incorrect Data Detection Method for Big Data Cleaning of Machinery Condition Monitoring. IEEE Trans. Ind. Electron. 67 (3) (2020)
Biao Wang, Yaguo Lei, Naipeng Li, Ningbo Li
A Hybrid Prognostics Approach for Estimating Remaining Useful Life of Rolling Element Bearings. IEEE Trans. Reliab. 69 (1) (2020)
Tao Yan, Yaguo Lei, Biao Wang, Tianyu Han, Xiaosheng Si, Naipeng Li
Joint maintenance and spare parts inventory optimization for multi-unit systems considering imperfect maintenance actions. Reliab. Eng. Syst. Saf. 202 (2020)
Naipeng Li, Nagi Gebraeel, Yaguo Lei, Linkan Bian, Xiaosheng Si
Remaining useful life prediction of machinery under time-varying operating conditions based on a two-factor state-space model. Reliab. Eng. Syst. Saf. 186 (2019)
Liang Guo, Yaguo Lei, Saibo Xing, Tao Yan, Naipeng Li
Deep Convolutional Transfer Learning Network: A New Method for Intelligent Fault Diagnosis of Machines With Unlabeled Data. IEEE Trans. Ind. Electron. 66 (9) (2019)
Naipeng Li, Yaguo Lei, Tao Yan, Ningbo Li, Tianyu Han
A Wiener-Process-Model-Based Method for Remaining Useful Life Prediction Considering Unit-to-Unit Variability. IEEE Trans. Ind. Electron. 66 (3) (2019)
Zhengxin Zhang, Xiaosheng Si, Changhua Hu, Yaguo Lei
Degradation data analysis and remaining useful life estimation: A review on Wiener-process-based methods. Eur. J. Oper. Res. 271 (3) (2018)
Feng Jia, Yaguo Lei, Liang Guo, Jing Lin, Saibo Xing
A neural network constructed by deep learning technique and its application to intelligent fault diagnosis of machines. Neurocomputing 272 (2018)
Liang Guo, Yaguo Lei, Naipeng Li, Tao Yan, Ningbo Li
Machinery health indicator construction based on convolutional neural networks considering trend burr. Neurocomputing 292 (2018)
Tao Yan, Yaguo Lei, Naipeng Li
Remaining Useful Life Prediction of Machinery Subjected to Two-Phase Degradation Process. ICPHM (2018)
Liang Guo, Naipeng Li, Feng Jia, Yaguo Lei, Jing Lin
A recurrent neural network based health indicator for remaining useful life prediction of bearings. Neurocomputing 240 (2017)
Yaguo Lei, Xin Zhou, Xuefang Xu, Feng Jia
A dirty data recognition method for machinery condition monitoring in big data era. IECON (2017)
Biao Wang, Yaguo Lei, Naipeng Li, Jing Lin
An improved fusion prognostics method for remaining useful life prediction of bearings. ICPHM (2017)
Naipeng Li, Yaguo Lei, Liang Guo, Tao Yan, Jing Lin
Remaining Useful Life Prediction Based on a General Expression of Stochastic Process Models. IEEE Trans. Ind. Electron. 64 (7) (2017)
Yaguo Lei, Zijian Qiao, Xuefang Xu, Jing Lin
Weak signal detection based on underdamped multistable stochastic resonance. I2MTC (2017)
Naipeng Li, Yaguo Lei, Ningbo Li, Jing Lin
Machine remaining useful life prediction considering unit-to-unit variability. ICPHM (2017)
Yaguo Lei, Feng Jia, Jing Lin, Saibo Xing, Steven X. Ding
An Intelligent Fault Diagnosis Method Using Unsupervised Feature Learning Towards Mechanical Big Data. IEEE Trans. Ind. Electron. 63 (5) (2016)
Yaguo Lei, Hongkai Shan, Feng Jia, Jing Lin
Reconstruction independent component analysis-based methods for intelligent fault diagnosis. CSCWD (2016)
Feng Jia, Yaguo Lei, Saibo Xing, Jing Lin
A method of automatic feature extraction from massive vibration signals of machines. I2MTC (2016)
Yaguo Lei, Naipeng Li, Szymon Gontarz, Jing Lin, Stanislaw Radkowski, Jacek Dybala
A Model-Based Method for Remaining Useful Life Prediction of Machinery. IEEE Trans. Reliab. 65 (3) (2016)
Yaguo Lei, Naipeng Li, Jing Lin
A New Method Based on Stochastic Process Models for Machine Remaining Useful Life Prediction. IEEE Trans. Instrum. Meas. 65 (12) (2016)
Feng Jia, Yaguo Lei, Hongkai Shan, Jing Lin
Early Fault Diagnosis of Bearings Using an Improved Spectral Kurtosis by Maximum Correlated Kurtosis Deconvolution. Sensors 15 (11) (2015)
Naipeng Li, Yaguo Lei, Jing Lin, Steven X. Ding
An Improved Exponential Model for Predicting Remaining Useful Life of Rolling Element Bearings. IEEE Trans. Ind. Electron. 62 (12) (2015)
Lue Chen, Yanyang Zi, Zhengjia He, Yaguo Lei, Ge-Shi Tang
Rotating Machinery Fault Detection Based on Improved Ensemble Empirical mode Decomposition. Adv. Data Sci. Adapt. Anal. 6 (2-3) (2014)
Ming Zhao, Jing Lin, Xiaoqiang Xu, Yaguo Lei
Tacholess Envelope Order Analysis and Its Application to Fault Detection of Rolling Element Bearings with Varying Speeds. Sensors 13 (8) (2013)
Haiyang Hao, Kai Zhang, Steven X. Ding, Zhiwen Chen, Yaguo Lei, Zhikun Hu
A KPI-related multiplicative fault diagnosis scheme for industrial processes. ICCA (2013)
Yaguo Lei, Naipeng Li, Jing Lin, Sizhe Wang
Fault Diagnosis of Rotating Machinery Based on an Adaptive Ensemble Empirical Mode Decomposition. Sensors 13 (12) (2013)
Hang Xie, Jing Lin, Yaguo Lei, Yuhe Liao
Fast-varying AM-FM components extraction based on an adaptive STFT. Digit. Signal Process. 22 (4) (2012)
Yaguo Lei, Jing Lin, Zhengjia He, Detong Kong
A Method Based on Multi-Sensor Data Fusion for Fault Detection of Planetary Gearboxes. Sensors 12 (2) (2012)
Yaguo Lei, Zhengjia He, Yanyang Zi
EEMD method and WNN for fault diagnosis of locomotive roller bearings. Expert Syst. Appl. 38 (6) (2011)
Yaguo Lei, Ming Jian Zuo, Zhengjia He, Yanyang Zi
A multidimensional hybrid intelligent method for gear fault diagnosis. Expert Syst. Appl. 37 (2) (2010)
Yaguo Lei, Zhengjia He, Yanyang Zi
Application of an intelligent classification method to mechanical fault diagnosis. Expert Syst. Appl. 36 (6) (2009)
Yaguo Lei, Zhengjia He, Yanyang Zi
A new approach to intelligent fault diagnosis of rotating machinery. Expert Syst. Appl. 35 (4) (2008)