Naipeng Li

54 papers B 1C 1Journal 49Unranked 3
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
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
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
2026 J jnl
New Look at Bayesian Prognostic Methods.
IEEE Trans Autom. Sci. Eng.
Jie Liu, Dong Wang, Jin-Zhen Kong, Naipeng Li, Zhike Peng, Kwok-Leung Tsui
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
Large Processor Chip Model.
CoRR
Kaiyan Chang, Mingzhi Chen, Yunji Chen, Zhirong Chen, Dongrui Fan, Junfeng Gong, Nan Guo, Yinhe Han, Qinfen Hao, Shuo Hou, Xuanjing Huang, Pengwei Jin, Changxin Ke, Cangyuan Li, Guangli Li, Huawei Li, Kuan Li, Naipeng Li, Shengwen Liang, Cheng Liu, Hongwei Liu, Jiahua Liu, Junliang Lv, Jianan Mu, Jin Qin, Bin Sun, Chenxi Wang, Duo Wang, Mingjun Wang, Ying Wang, Chenggang Wu, Peiyang Wu, Teng Wu, Xiao Xiao, Mengyao Xie, Chenwei Xiong, Ruiyuan Xu, Mingyu Yan, Xiaochun Ye, Kuai Yu, Rui Zhang, Shuoming Zhang, Jiacheng Zhao
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 Wiener-process-inspired semi-stochastic filtering approach for prognostics.
Reliab. Eng. Syst. Saf.
Xiao-Sheng Si, Huiqin Li, Zhengxin Zhang, Naipeng Li
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
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
RUL prediction for two-phase degrading systems considering physical damage observations.
Reliab. Eng. Syst. Saf.
Xiao Cai, Naipeng Li, Min Xie
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 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
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
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
2022 J jnl
Subdomain Adaptation Transfer Learning Network for Fault Diagnosis of Roller Bearings.
IEEE Trans. Ind. Electron.
Zhijian Wang, Xinxin He, Bin Yang, Naipeng Li
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
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
2021 B conf
Vulnerability Analysis of Road Network under Information Pollution Attacks in VANET.
GLOBECOM
Jingjing Yang, Yuchun Guo, Yishuai Chen, Yongxiang Zhao, Naipeng Li
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
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
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 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
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
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
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