Yaguo Lei

89 papers C 3Journal 79Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
An interpretable transfer bayesian method for remaining useful life prediction.
Reliab. Eng. Syst. Saf.
Pengcheng Xu, Naipeng Li, Yaguo Lei, Xiang Li, Lei Song, Hao Sun
2026 J jnl
Bioinspired uncertainty network for state of health estimation of lithium-ion batteries based on partial charging data.
Reliab. Eng. Syst. Saf.
Mingyang Wang, Naipeng Li, Yuan Wang, Bin Wang, Yaguo Lei
2026 J jnl
Dynamic vision-based machinery intelligent fault diagnosis with robustness on camera positions.
Eng. Appl. Artif. Intell.
Xiang Li, Peng Yu, Bin Yang, Yaguo Lei, Naipeng Li, Ke Feng
2026 J jnl
Gradient-aligned physics-informed neural network for performance analysis of permanent magnet eddy current device under complex operating conditions.
Expert Syst. Appl.
Sihan Wang, Kai Wang, Peng Zeng, Yaguo Lei, Zhiping Wang, Bo Zhang
2026 J jnl
Graph Continual Learning Network: An Incremental Intelligent Diagnosis Method of Machines for New Fault Detection.
IEEE Trans Autom. Sci. Eng.
Shuhui Wang, Yaguo Lei, Na Lu, Bin Yang, Xiang Li, Naipeng Li
2026 J jnl
Hierarchical Bayesian Multimodal Learning for Probabilistic RUL Prediction: An Evidential Framework with Uncertainty-Calibrated Fusion.
IEEE Trans. Reliab.
Yuan Wang, Yu Liu, Suk Joo Bae, Jun Wu, Yaguo Lei
2026 J jnl
Multimodal data-enabled large model for machine fault diagnosis towards intelligent operation and maintenance.
J. Ind. Inf. Integr.
Shupeng Yu, Xiang Li, Yaguo Lei, Bin Yang, Naipeng Li, Ke Feng
2026 J jnl
Neuromorphic computing-enabled multimodal data fusion for intelligent machine fault diagnosis.
J. Ind. Inf. Integr.
Xinrui Chen, Xiang Li, Yaguo Lei, Bin Yang, Naipeng Li, Ke Feng
2025 J jnl
A framework for modeling and optimization of mechanical equipment considering maintenance cost and dynamic reliability via deep reinforcement learning.
Reliab. Eng. Syst. Saf.
Jianhui Yuan, Yaguo Lei, Naipeng Li, Bin Yang, Xiang Li, Zexun Chen, Wei Han
2025 J jnl
Balance recovery and collaborative adaptation approach for federated fault diagnosis of inconsistent machine groups.
Knowl. Based Syst.
Bin Yang, Yaguo Lei, Naipeng Li, Xiang Li, Xiaosheng Si, Chuanhai Chen
2025 J jnl
Domain weighted distribution adaptation network: a novel remaining useful life prediction framework for machinery targeting time-varying operation conditions.
Adv. Eng. Informatics
Xiaofei Liu, Yaguo Lei, Naipeng Li, Bin Yang, Ke Feng, Yue Shu
2025 J jnl
Dynamic Vision-Enabled Intelligent Micro-Vibration Estimation Method with Spatiotemporal Pattern Consistency.
IEEE CAA J. Autom. Sinica
Shupeng Yu, Xiang Li, Yaguo Lei, Bin Yang, Naipeng Li
2025 J jnl
Dynamic vision-based machine vibration sensing and fault diagnosis with signal alignment and feature clustering.
Eng. Appl. Artif. Intell.
Ruiyi Guang, Xia Li, Yaguo Lei, Bin Yang, Naipeng Li
2025 J jnl
Intelligent Diagnosis of Closed-Loop Motor Drives Using Interior Control Signals Under Industrial Low Sampling Rate Conditions.
IEEE Trans. Ind. Electron.
Jinze Jiang, Yaguo Lei, Zidong Wang, Ke Feng, Xiaofei Liu
2025 J jnl
Label self-correction intelligent diagnosis method and embedded system for axle box bearings of high-speed trains with noisy labels.
Neurocomputing
Yaning Li, Yang Gao, Bin Yang, Yaguo Lei, Xiang Li, Yue Shu, Ke Feng
2025 J jnl
Machinery Multimodal Uncertainty-Aware RUL Prediction: A Stochastic Modeling Framework for Uncertainty Quantification and Informed Fusion.
IEEE Internet Things J.
Yuan Wang, Yaguo Lei, Naipeng Li, Ke Feng, Zidong Wang, Yang Tan, Huitong Li
2025 J jnl
Multimodal Correlation-Aware Fusion Framework for Enhanced Machinery Health Prognosis With Unlabeled and Low-Quality Data Exploitation.
IEEE Trans. Neural Networks Learn. Syst.
Yuan Wang, Yaguo Lei, Naipeng Li, Xiang Li, Bin Yang
2025 J jnl
Remaining useful life prediction of lithium-ion battery with nonparametric degradation modeling and incomplete data.
Reliab. Eng. Syst. Saf.
Naipeng Li, Mingyang Wang, Yaguo Lei, Bin Yang, Xiang Li, Xiaosheng Si
2025 J jnl
Self-Data-Driven Intelligent Fault Diagnosis of Gearboxes With Sparse Group Lasso.
IEEE Trans. Instrum. Meas.
Naipeng Li, Xinyu Li, Xiaofei Liu, Xiang Li, Bin Yang, Yaguo Lei
2024 J jnl
A multimodal dynamic parameterized bilinear factorized framework for remaining useful life prediction under variational data.
Reliab. Eng. Syst. Saf.
Yuan Wang, Yaguo Lei, Naipeng Li, Xuanyu Gao, Xiaofei Liu, Qubing Ren, Jinze Jiang
2024 J jnl
A nonparametric degradation modeling method for remaining useful life prediction with fragment data.
Reliab. Eng. Syst. Saf.
Naipeng Li, Mingyang Wang, Yaguo Lei, Xiaosheng Si, Bin Yang, Xiang Li
2024 J jnl
An Optimal-Subdomain Generalization Method for Remaining Useful Life Prediction of Machinery Under Time-Varying Operation Conditions.
IEEE Trans. Ind. Informatics
Xiaofei Liu, Yaguo Lei, Naipeng Li, Xiang Li, Bin Yang
2024 J jnl
Dynamic Vision Enabled Contactless Cross-Domain Machine Fault Diagnosis with Neuromorphic Computing.
IEEE CAA J. Autom. Sinica
Xinrui Chen, Xiang Li, Shupeng Yu, Yaguo Lei, Naipeng Li, Bin Yang
2024 J jnl
Dynamic Vision-Based Machinery Fault Diagnosis with Cross-Modality Feature Alignment.
IEEE CAA J. Autom. Sinica
Xiang Li, Shupeng Yu, Yaguo Lei, Naipeng Li, Bin Yang
2024 J jnl
Intelligent Machinery Fault Diagnosis With Event-Based Camera.
IEEE Trans. Ind. Informatics
Xiang Li, Shupeng Yu, Yaguo Lei, Naipeng Li, Bin Yang
2024 J jnl
Interactive Prognosis Framework Between Deep Learning and a Stochastic Process Model for Remaining Useful Life Prediction.
IEEE Trans. Neural Networks Learn. Syst.
Hong Pei, Xiaosheng Si, Tianmei Li, Zhengxin Zhang, Yaguo Lei
2024 J jnl
Label Recovery and Trajectory Designable Network for Transfer Fault Diagnosis of Machines With Incorrect Annotation.
IEEE CAA J. Autom. Sinica
Bin Yang, Yaguo Lei, Xiang Li, Naipeng Li, Asoke K. Nandi
2024 J jnl
Self-Powered Wireless Condition Monitoring for Rotating Machinery.
IEEE Internet Things J.
Ying Zhang, Xin Wu, Yaguo Lei, Junyi Cao, Wei-Hsin Liao
2024 J jnl
Targeted transfer learning through distribution barycenter medium for intelligent fault diagnosis of machines with data decentralization.
Expert Syst. Appl.
Bin Yang, Yaguo Lei, Xiang Li, Naipeng Li
2023 — conf
A Robust Wavelet-integrated Residual Network for Fault Diagnosis of Machines with Adversarial Training.
AIM
Xiwei Li, Yaguo Lei, Xiang Li, Bin Yang
2023 J jnl
A graph neural network-based data cleaning method to prevent intelligent fault diagnosis from data contamination.
Eng. Appl. Artif. Intell.
Shuhui Wang, Yaguo Lei, Bin Yang, Xiang Li, Yue Shu, Na Lu
2023 J jnl
A new method for calculating time-varying torsional stiffness of RV reducers with variable loads and tooth modifications.
J. Field Robotics
Wenlei Song, Xiao Yang, Huan Liu, Xuanyu Gao, Yaguo Lei, Junyi Cao
2023 J jnl
A review for control theory and condition monitoring on construction robots.
J. Field Robotics
Huaitao Shi, Ranran Li, Xiaotian Bai, Yixing Zhang, Linggang Min, Dong Wang, Xinyu Lu, Yang Yan, Yaguo Lei
2023 J jnl
Deep Learning and Laser-Based 3-D Pixel-Level Rail Surface Defect Detection Method.
IEEE Trans. Instrum. Meas.
Jiaqi Ye, Edward Stewart, Qianyu Chen, Clive Roberts, Amir M. Hajiyavand, Yaguo Lei
2023 J jnl
Deep Targeted Transfer Learning Along Designable Adaptation Trajectory for Fault Diagnosis Across Different Machines.
IEEE Trans. Ind. Electron.
Bin Yang, Yaguo Lei, Xiang Li, Clive Roberts
2023 J jnl
Deep multisource parallel bilinear-fusion network for remaining useful life prediction of machinery.
Reliab. Eng. Syst. Saf.
Yuan Wang, Yaguo Lei, Naipeng Li, Tao Yan, Xiaosheng Si
2023 J jnl
Improved subspace modal identification of industrial robots.
J. Field Robotics
Yuting Qiao, Junyi Cao, Guohui Huang, Huan Liu, Yaguo Lei, Qinghua Liu
2023 J jnl
Machinery Health Prognostics With Multimodel Fusion Degradation Modeling.
IEEE Trans. Ind. Electron.
Naipeng Li, Yaguo Lei, Xiaofei Liu, Tao Yan, Pengcheng Xu
2023 C conf
Non-Contact Machine Vibration Sensing and Fault Diagnosis Method Based on Event Camera.
SAFEPROCESS
Ruiyi Guang, Xiang Li, Yaguo Lei, Naipeng Li, Bin Yang
2023 J jnl
Prognosis for stochastic degrading systems with massive data: A data-model interactive perspective.
Reliab. Eng. Syst. Saf.
Tianmei Li, Hong Pei, Xiaosheng Si, Yaguo Lei
2023 J jnl
Remaining Useful Life Prediction With Partial Sensor Malfunctions Using Deep Adversarial Networks.
IEEE CAA J. Autom. Sinica
Xiang Li, Yixiao Xu, Naipeng Li, Bin Yang, Yaguo Lei
2023 J jnl
Remaining Useful Life Prediction of Lubricating Oil With Small Samples.
IEEE Trans. Ind. Electron.
Yan Pan, Zhidong Han, Tonghai Wu, Yaguo Lei
2023 J jnl
Wearable multisource quantitative gait analysis of Parkinson's diseases.
Comput. Biol. Medicine
Junxiao Xie, Huan Zhao, Junyi Cao, Qiumin Qu, Hongmei Cao, Wei-Hsin Liao, Yaguo Lei, Linchuan Guo
2022 J jnl
Adaptive Knowledge Transfer by Continual Weighted Updating of Filter Kernels for Few-Shot Fault Diagnosis of Machines.
IEEE Trans. Ind. Electron.
Saibo Xing, Yaguo Lei, Bin Yang, Na Lu
2022 J jnl
An Optimal Transport-Embedded Similarity Measure for Diagnostic Knowledge Transferability Analytics Across Machines.
IEEE Trans. Ind. Electron.
Bin Yang, Yaguo Lei, Songci Xu, Chi-Guhn Lee
2022 J jnl
Nonlinear degradation modeling and prognostics: A Box-Cox transformation perspective.
Reliab. Eng. Syst. Saf.
Xiao-Sheng Si, Tianmei Li, Jianxun Zhang, Yaguo Lei
2022 J jnl
Severity level diagnosis of Parkinson's disease by ensemble K-nearest neighbor under imbalanced data.
Expert Syst. Appl.
Huan Zhao, Ruixue Wang, Yaguo Lei, Wei-Hsin Liao, Hongmei Cao, Junyi Cao
2022 J jnl
Transfer Relation Network for Fault Diagnosis of Rotating Machinery With Small Data.
IEEE Trans. Cybern.
Na Lu, Huiyang Hu, Tao Yin, Yaguo Lei, Shuhui Wang
2021 J jnl
Accurate identification of Parkinson's disease by distinctive features and ensemble decision trees.
Biomed. Signal Process. Control.
Huan Zhao, Junyi Cao, Ruixue Wang, Yaguo Lei, Wei-Hsin Liao, Hongmei Cao
2021 J jnl
Degradation modeling and remaining useful life prediction for dependent competing failure processes.
Reliab. Eng. Syst. Saf.
Tao Yan, Yaguo Lei, Naipeng Li, Biao Wang, Wenting Wang
2021 J jnl
Distribution-Invariant Deep Belief Network for Intelligent Fault Diagnosis of Machines Under New Working Conditions.
IEEE Trans. Ind. Electron.
Saibo Xing, Yaguo Lei, Shuhui Wang, Feng Jia
2021 J jnl
Multi-Sensor Data-Driven Remaining Useful Life Prediction of Semi-Observable Systems.
IEEE Trans. Ind. Electron.
Naipeng Li, Yaguo Lei, Nagi Gebraeel, Zhijian Wang, Xiao Cai, Pengcheng Xu, Biao Wang
2021 J jnl
Multiscale Convolutional Attention Network for Predicting Remaining Useful Life of Machinery.
IEEE Trans. Ind. Electron.
Biao Wang, Yaguo Lei, Naipeng Li, Wenting Wang
2021 J jnl
Remaining useful life prediction based on a multi-sensor data fusion model.
Reliab. Eng. Syst. Saf.
Naipeng Li, Nagi Gebraeel, Yaguo Lei, Xiaolei Fang, Xiao Cai, Tao Yan
2020 J jnl
A Hybrid Prognostics Approach for Estimating Remaining Useful Life of Rolling Element Bearings.
IEEE Trans. Reliab.
Biao Wang, Yaguo Lei, Naipeng Li, Ningbo Li
2020 J jnl
A Polynomial Kernel Induced Distance Metric to Improve Deep Transfer Learning for Fault Diagnosis of Machines.
IEEE Trans. Ind. Electron.
Bin Yang, Yaguo Lei, Feng Jia, Naipeng Li, Zhaojun Du
2020 J jnl
An Incorrect Data Detection Method for Big Data Cleaning of Machinery Condition Monitoring.
IEEE Trans. Ind. Electron.
Xuefang Xu, Yaguo Lei, Zeda Li
2020 J jnl
Joint maintenance and spare parts inventory optimization for multi-unit systems considering imperfect maintenance actions.
Reliab. Eng. Syst. Saf.
Tao Yan, Yaguo Lei, Biao Wang, Tianyu Han, Xiaosheng Si, Naipeng Li
2020 J jnl
Recurrent convolutional neural network: A new framework for remaining useful life prediction of machinery.
Neurocomputing
Biao Wang, Yaguo Lei, Tao Yan, Naipeng Li, Liang Guo
2019 J jnl
A Wiener-Process-Model-Based Method for Remaining Useful Life Prediction Considering Unit-to-Unit Variability.
IEEE Trans. Ind. Electron.
Naipeng Li, Yaguo Lei, Tao Yan, Ningbo Li, Tianyu Han
2019 J jnl
Deep Convolutional Transfer Learning Network: A New Method for Intelligent Fault Diagnosis of Machines With Unlabeled Data.
IEEE Trans. Ind. Electron.
Liang Guo, Yaguo Lei, Saibo Xing, Tao Yan, Naipeng Li
2019 J jnl
Remaining useful life prediction of machinery under time-varying operating conditions based on a two-factor state-space model.
Reliab. Eng. Syst. Saf.
Naipeng Li, Nagi Gebraeel, Yaguo Lei, Linkan Bian, Xiaosheng Si
2018 J jnl
A neural network constructed by deep learning technique and its application to intelligent fault diagnosis of machines.
Neurocomputing
Feng Jia, Yaguo Lei, Liang Guo, Jing Lin, Saibo Xing
2018 J jnl
Degradation data analysis and remaining useful life estimation: A review on Wiener-process-based methods.
Eur. J. Oper. Res.
Zhengxin Zhang, Xiaosheng Si, Changhua Hu, Yaguo Lei
2018 J jnl
Machinery health indicator construction based on convolutional neural networks considering trend burr.
Neurocomputing
Liang Guo, Yaguo Lei, Naipeng Li, Tao Yan, Ningbo Li
2018 — conf
Remaining Useful Life Prediction of Machinery Subjected to Two-Phase Degradation Process.
ICPHM
Tao Yan, Yaguo Lei, Naipeng Li
2017 C conf
A dirty data recognition method for machinery condition monitoring in big data era.
IECON
Yaguo Lei, Xin Zhou, Xuefang Xu, Feng Jia
2017 J jnl
A recurrent neural network based health indicator for remaining useful life prediction of bearings.
Neurocomputing
Liang Guo, Naipeng Li, Feng Jia, Yaguo Lei, Jing Lin
2017 — conf
An improved fusion prognostics method for remaining useful life prediction of bearings.
ICPHM
Biao Wang, Yaguo Lei, Naipeng Li, Jing Lin
2017 — conf
Machine remaining useful life prediction considering unit-to-unit variability.
ICPHM
Naipeng Li, Yaguo Lei, Ningbo Li, Jing Lin
2017 J jnl
Remaining Useful Life Prediction Based on a General Expression of Stochastic Process Models.
IEEE Trans. Ind. Electron.
Naipeng Li, Yaguo Lei, Liang Guo, Tao Yan, Jing Lin
2017 — conf
Weak signal detection based on underdamped multistable stochastic resonance.
I2MTC
Yaguo Lei, Zijian Qiao, Xuefang Xu, Jing Lin
2016 J jnl
A Model-Based Method for Remaining Useful Life Prediction of Machinery.
IEEE Trans. Reliab.
Yaguo Lei, Naipeng Li, Szymon Gontarz, Jing Lin, Stanislaw Radkowski, Jacek Dybala
2016 J jnl
A New Method Based on Stochastic Process Models for Machine Remaining Useful Life Prediction.
IEEE Trans. Instrum. Meas.
Yaguo Lei, Naipeng Li, Jing Lin
2016 — conf
A method of automatic feature extraction from massive vibration signals of machines.
I2MTC
Feng Jia, Yaguo Lei, Saibo Xing, Jing Lin
2016 J jnl
An Intelligent Fault Diagnosis Method Using Unsupervised Feature Learning Towards Mechanical Big Data.
IEEE Trans. Ind. Electron.
Yaguo Lei, Feng Jia, Jing Lin, Saibo Xing, Steven X. Ding
2016 C conf
Reconstruction independent component analysis-based methods for intelligent fault diagnosis.
CSCWD
Yaguo Lei, Hongkai Shan, Feng Jia, Jing Lin
2015 J jnl
An Improved Exponential Model for Predicting Remaining Useful Life of Rolling Element Bearings.
IEEE Trans. Ind. Electron.
Naipeng Li, Yaguo Lei, Jing Lin, Steven X. Ding
2015 J jnl
Early Fault Diagnosis of Bearings Using an Improved Spectral Kurtosis by Maximum Correlated Kurtosis Deconvolution.
Sensors
Feng Jia, Yaguo Lei, Hongkai Shan, Jing Lin
2014 J jnl
Rotating Machinery Fault Detection Based on Improved Ensemble Empirical mode Decomposition.
Adv. Data Sci. Adapt. Anal.
Lue Chen, Yanyang Zi, Zhengjia He, Yaguo Lei, Ge-Shi Tang
2013 — conf
A KPI-related multiplicative fault diagnosis scheme for industrial processes.
ICCA
Haiyang Hao, Kai Zhang, Steven X. Ding, Zhiwen Chen, Yaguo Lei, Zhikun Hu
2013 J jnl
Fault Diagnosis of Rotating Machinery Based on an Adaptive Ensemble Empirical Mode Decomposition.
Sensors
Yaguo Lei, Naipeng Li, Jing Lin, Sizhe Wang
2013 J jnl
Tacholess Envelope Order Analysis and Its Application to Fault Detection of Rolling Element Bearings with Varying Speeds.
Sensors
Ming Zhao, Jing Lin, Xiaoqiang Xu, Yaguo Lei
2012 J jnl
A Method Based on Multi-Sensor Data Fusion for Fault Detection of Planetary Gearboxes.
Sensors
Yaguo Lei, Jing Lin, Zhengjia He, Detong Kong
2012 J jnl
Fast-varying AM-FM components extraction based on an adaptive STFT.
Digit. Signal Process.
Hang Xie, Jing Lin, Yaguo Lei, Yuhe Liao
2011 J jnl
EEMD method and WNN for fault diagnosis of locomotive roller bearings.
Expert Syst. Appl.
Yaguo Lei, Zhengjia He, Yanyang Zi
2010 J jnl
A multidimensional hybrid intelligent method for gear fault diagnosis.
Expert Syst. Appl.
Yaguo Lei, Ming Jian Zuo, Zhengjia He, Yanyang Zi
2009 J jnl
Application of an intelligent classification method to mechanical fault diagnosis.
Expert Syst. Appl.
Yaguo Lei, Zhengjia He, Yanyang Zi
2008 J jnl
A new approach to intelligent fault diagnosis of rotating machinery.
Expert Syst. Appl.
Yaguo Lei, Zhengjia He, Yanyang Zi