Peng Ding

25 papers C 1Journal 24
YearRankTypeTitle / Venue / Authors
2025 J jnl
A New Intelligent Recognition Method for Surface Electromyography in IoT Systems Using OmniXceptionDBN.
IEEE Internet Things J.
Xiaoli Zhao, Yibo Song, Yuanhao Hu, Xiansong He, Zhan Zhang, Jian Hu, Jianyong Yao, Peng Ding, Ke Feng
2025 J jnl
Two-Distribution Approximate Evaluation of Multiwavelet Cascade Feature Method for Noise Unbalanced Bearing Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Xiaodong Miao, Zheng Liu, Kun Xu, Hua Wang, Xun Zhao, Peng Ding
2024 J jnl
A novel transformer-based few-shot learning method for intelligent fault diagnosis with noisy labels under varying working conditions.
Reliab. Eng. Syst. Saf.
Haoyu Wang, Chuanjiang Li, Peng Ding, Shaobo Li, Tandong Li, Chenyu Liu, Xiangjie Zhang, Zejian Hong
2024 J jnl
Deep temporal-spectral domain adaptation for bearing fault diagnosis.
Knowl. Based Syst.
Yifei Ding, Yudong Cao, Minping Jia, Peng Ding, Xiaoli Zhao, Chi-Guhn Lee
2024 J jnl
Graph structure few-shot prognostics for machinery remaining useful life prediction under variable operating conditions.
Adv. Eng. Informatics
Peng Ding, Jun Xia, Xiaoli Zhao, Minping Jia
2024 J jnl
Source-free domain adaptation for transferable remaining useful life prediction of machine considering source data absence.
Reliab. Eng. Syst. Saf.
Yudong Cao, Jichao Zhuang, Qiuhua Miao, Minping Jia, Ke Feng, Xiaoli Zhao, Xiaoan Yan, Peng Ding
2023 J jnl
Domain generalization via adversarial out-domain augmentation for remaining useful life prediction of bearings under unseen conditions.
Knowl. Based Syst.
Yifei Ding, Minping Jia, Yudong Cao, Peng Ding, Xiaoli Zhao, Chi-Guhn Lee
2023 J jnl
Incremental Learning for Remaining Useful Life Prediction via Temporal Cascade Broad Learning System With Newly Acquired Data.
IEEE Trans. Ind. Informatics
Yudong Cao, Minping Jia, Peng Ding, Xiaoli Zhao, Yifei Ding
2023 J jnl
Intelligent Fault Diagnosis of Gearbox Under Variable Working Conditions With Adaptive Intraclass and Interclass Convolutional Neural Network.
IEEE Trans. Neural Networks Learn. Syst.
Xiaoli Zhao, Jianyong Yao, Wenxiang Deng, Peng Ding, Yifei Ding, Minping Jia, Zheng Liu
2023 J jnl
Intelligent Health Assessment of Aviation Bearing Based on Deep Transfer Graph Convolutional Networks under Large Speed Fluctuations.
Sensors
Xiaoli Zhao, Xingjun Zhu, Jianyong Yao, Wenxiang Deng, Yudong Cao, Peng Ding, Minping Jia, Haidong Shao
2023 J jnl
Machinery cross domain degradation prognostics considering compound domain shifts.
Reliab. Eng. Syst. Saf.
Peng Ding, Xiaoli Zhao, Haidong Shao, Minping Jia
2023 J jnl
Multiscale Deep Graph Convolutional Networks for Intelligent Fault Diagnosis of Rotor-Bearing System Under Fluctuating Working Conditions.
IEEE Trans. Ind. Informatics
Xiaoli Zhao, Jianyong Yao, Wenxiang Deng, Peng Ding, Jichao Zhuang, Zheng Liu
2022 J jnl
Deep imbalanced regression using cost-sensitive learning and deep feature transfer for bearing remaining useful life estimation.
Appl. Soft Comput.
Yifei Ding, Minping Jia, Jichao Zhuang, Peng Ding
2022 J jnl
Intelligent machinery health prognostics under variable operation conditions with limited and variable-length data.
Adv. Eng. Informatics
Peng Ding, Minping Jia, Yifei Ding, Yudong Cao, Xiaoli Zhao
2022 J jnl
Mechatronics Equipment Performance Degradation Assessment Using Limited and Unlabeled Data.
IEEE Trans. Ind. Informatics
Peng Ding, Minping Jia
2022 J jnl
Multiobjective Evolution Enhanced Collaborative Health Monitoring and Prognostics: A Case Study of Bearing Life Test With Three-Axis Acceleration Signals.
IEEE Trans. Instrum. Meas.
Peng Ding, Minping Jia, Jichao Zhuang, Yifei Ding, Yudong Cao, Xiaoli Zhao, Chi-Guhn Lee
2022 J jnl
Self-supervised pretraining via contrast learning for intelligent incipient fault detection of bearings.
Reliab. Eng. Syst. Saf.
Yifei Ding, Jichao Zhuang, Peng Ding, Minping Jia
2021 J jnl
A Novel Remaining Useful Life Prediction Method of Rolling Bearings Based on Deep Transfer Auto-Encoder.
IEEE Trans. Instrum. Meas.
Yifei Ding, Peng Ding, Minping Jia
2021 J jnl
Meta deep learning based rotating machinery health prognostics toward few-shot prognostics.
Appl. Soft Comput.
Peng Ding, Minping Jia, Xiaoli Zhao
2021 J jnl
Statistical Alignment-Based Metagated Recurrent Unit for Cross-Domain Machinery Degradation Trend Prognostics Using Limited Data.
IEEE Trans. Instrum. Meas.
Peng Ding, Minping Jia, Yifei Ding, Xiaoli Zhao
2021 J jnl
Temporal convolution-based transferable cross-domain adaptation approach for remaining useful life estimation under variable failure behaviors.
Reliab. Eng. Syst. Saf.
Jichao Zhuang, Minping Jia, Yifei Ding, Peng Ding
2020 J jnl
Fault Diagnosis of Rolling-Element Bearing Using Multiscale Pattern Gradient Spectrum Entropy Coupled with Laplacian Score.
Complex.
Xiaoan Yan, Ying Liu, Peng Ding, Minping Jia
2020 C conf
Intelligent health evaluation of rolling bearings based on subspace meta-learning.
INDIN
Peng Ding, Minping Jia
2020 J jnl
Life prediction of slewing bearing based on isometric mapping and fuzzy support vector regression.
Trans. Inst. Meas. Control
Weigang Bao, Hua Wang, Jie Chen, Bo Zhang, Peng Ding, Jie Wu, Peiyu He
2019 J jnl
A Symbolic Regression Based Residual Useful Life Model for Slewing Bearings.
IEEE Access
Peng Ding, Qinrong Qian, Hua Wang, Jianyong Yao