Naipeng Li

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 34

Top Topics

Transfer Learning

Fault Diagnosis

Convolutional Neural Networks

Top Venues

IEEE Trans. Ind. Electron.

Reliab. Eng. Syst. Saf.

IEEE CAA J. Autom. Sinica

Publications

Xiao-Sheng Si, Huiqin Li, Zhengxin Zhang, Naipeng Li
A Wiener-process-inspired semi-stochastic filtering approach for prognostics. Reliab. Eng. Syst. Saf. 249 (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)
Xiao Cai, Naipeng Li, Min Xie
RUL prediction for two-phase degrading systems considering physical damage observations. Reliab. Eng. Syst. Saf. 244 (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)
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)
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)
Zhijian Wang, Xinxin He, Bin Yang, Naipeng Li
Subdomain Adaptation Transfer Learning Network for Fault Diagnosis of Roller Bearings. IEEE Trans. Ind. Electron. 69 (8) (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)
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)
Jingjing Yang, Yuchun Guo, Yishuai Chen, Yongxiang Zhao, Naipeng Li
Vulnerability Analysis of Road Network under Information Pollution Attacks in VANET. GLOBECOM (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)
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)
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)
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)
Naipeng Li, Yaguo Lei, Ningbo Li, Jing Lin
Machine remaining useful life prediction considering unit-to-unit variability. ICPHM (2017)
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)
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)
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)