Changqing Shen

83 papers C 2Journal 76Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
A new physics-guided interpretable continual learning method for incremental fault diagnosis of rotating machinery.
J. Ind. Inf. Integr.
Yan Zhang, Changqing Shen, Xiaofen Ye, Juanjuan Shi, Weiguo Huang, Zhongkui Zhu
2026 J jnl
Dynamic two-flow spatiotemporal fusion network within a hardware-software synergistic framework for acoustic diagnosis.
Neurocomputing
Linhao Peng, Fang Liu, Shuo Chen, Yongbin Liu, Changqing Shen, Min Xia
2026 J jnl
Frequency-angle adaptive synchronous demodulation in three-dimensional space for enhancing time-varying features.
Digit. Signal Process.
Yuting Chen, Juanjuan Shi, Weiguo Huang, Changqing Shen, Zhongkui Zhu
2026 J jnl
Pseudo-central feature matching: An adaptive semisupervised fault diagnosis method for knowledge transfer under variable working conditions.
Eng. Appl. Artif. Intell.
Changqing Shen, Hangqi Ge, Hao Yang, Juanjuan Shi, Dong Wang, Zhongkui Zhu
2026 J jnl
Self-powered wireless sensor node with hybrid energy harvesting and DL-enhanced vibration sensing for bearing fault diagnosis.
Inf. Fusion
Manjuan Huang, Changqing Shen, Yan Zhang, Zhongbin Zhang, Lining Sun, Huicong Liu
2026 J jnl
Time-frequency aware feature disentanglement learning for intelligent bearing fault diagnosis under variable speed conditions.
Expert Syst. Appl.
Yuting Chen, Juanjuan Shi, Changqing Shen, Hao Yang, Zehui Hua, Weiguo Huang, Zhongkui Zhu
2025 J jnl
A new adaptive representation dual classifier residual network for continuous fault diagnosis of rotating machinery with domain increments.
Adv. Eng. Informatics
Yan Zhang, Changqing Shen, Hao Yang, Juanjuan Shi, Weiguo Huang, Zhongkui Zhu
2025 J jnl
A new lifelong learning method based on dual distillation for bearing diagnosis with incremental fault types.
Adv. Eng. Informatics
Shijun Xie, Changqing Shen, Dong Wang, Juanjuan Shi, Weiguo Huang, Zhongkui Zhu
2025 J jnl
A physics-guided memory enhancement and causality-inspired generalization framework for continual fault diagnosis.
Knowl. Based Syst.
Ning Jia, Weiguo Huang, Panpan Guo, Chuancang Ding, Yifan Huangfu, Changqing Shen, Zhongkui Zhu
2025 J jnl
Adaptive variational sampling-embedded domain generalization network for fault diagnosis with intra-inter-domain class imbalance.
Reliab. Eng. Syst. Saf.
Xiao Zhang, Weiguo Huang, Jun Wang, Zhongkui Zhu, Changqing Shen, Kai Chen, Xingli Zhong, Li He
2025 J jnl
Class-aware quantitative adversarial network: a novel partial-set transfer mechanism for cross-domain fault diagnosis of rotating machinery.
Knowl. Based Syst.
Yanlin Zhou, Chuancang Ding, Mingkuan Shi, Hongbo Que, Yifan Huangfu, Changqing Shen, Weiguo Huang, Zhongkui Zhu
2025 J jnl
CoUDA: Continual Unsupervised Domain Adaptation for Industrial Fault Diagnosis Under Dynamic Working Conditions.
IEEE Trans. Ind. Informatics
Bojian Chen, Xinmin Zhang, Changqing Shen, Qi Li, Zhihuan Song
2025 J jnl
Conformal Slit Mapping Based Spiral Tool Trajectory Planning for Ball-end Milling on Complex Freeform Surfaces.
CoRR
Changqing Shen, Bingzhou Xu, Xiaojian Zhang, Sijie Yan, Han Ding
2025 J jnl
Dual prototypical contrastive network: a novel self-supervised method for cross-domain few-shot fault diagnosis.
J. Intell. Manuf.
Xiao Zhang, Weiguo Huang, Rui Wang, Jun Wang, Changqing Shen
2025 J jnl
Dynamic branch layer fusion: A new continual learning method for rotating machinery fault diagnosis.
Knowl. Based Syst.
Changqing Shen, Zhenzhong He, Bojian Chen, Weiguo Huang, Lin Li, Dong Wang
2025 J jnl
PTRL: Prior Transfer Deep Reinforcement Learning for Legged Robots Locomotion.
CoRR
Haodong Huang, Shilong Sun, Zida Zhao, Hailin Huang, Changqing Shen, Wenfu Xu
2025 J jnl
Semi-supervised feature contrast incremental learning framework for bearing fault diagnosis with limited labeled samples.
Appl. Soft Comput.
Xuyang Tao, Changqing Shen, Lin Li, Dong Wang, Juanjuan Shi, Zhongkui Zhu
2025 J jnl
Topology-Preserving Scalar Field Optimization for Boundary-Conforming Spiral Toolpaths on Multiply Connected Freeform Surfaces.
CoRR
Changqing Shen, Bin Xu, Bosong Qi, Xiaojian Zhang, Sijie Yan, Han Ding
2025 J jnl
Weight Alignment Prototype Contrastive Network for Rotating Machinery Continual Fault Diagnosis Under Class Imbalanced Data.
IEEE Trans. Instrum. Meas.
Yan Zhang, Changqing Shen, Hao Yang, Dong Wang, Juanjuan Shi, Weiguo Huang
2024 J jnl
A New Incremental Learning for Bearing Fault Diagnosis Under Noisy Conditions Using Classification and Feature-Level Information.
IEEE Trans. Instrum. Meas.
Jun Zhu, Yuanfan Wang, Cheng-Geng Huang, Changqing Shen, Bojian Chen
2024 J jnl
A new feature boosting based continual learning method for bearing fault diagnosis with incremental fault types.
Adv. Eng. Informatics
Zhenzhong He, Changqing Shen, Bojian Chen, Juanjuan Shi, Weiguo Huang, Zhongkui Zhu, Dong Wang
2024 J jnl
Adaptive feature consolidation residual network for exemplar-free continuous diagnosis of rotating machinery with fault-type increments.
Adv. Eng. Informatics
Yan Zhang, Changqing Shen, Xingli Zhong, Kai Chen, Weiguo Huang, Zhongkui Zhu
2024 J jnl
Cross-Domain Class Incremental Broad Network for Continuous Diagnosis of Rotating Machinery Faults Under Variable Operating Conditions.
IEEE Trans. Ind. Informatics
Mingkuan Shi, Chuancang Ding, Shuyuan Chang, Changqing Shen, Weiguo Huang, Zhongkui Zhu
2024 J jnl
Cross-Supervised multisource prototypical network: A novel domain adaptation method for multi-source few-shot fault diagnosis.
Adv. Eng. Informatics
Xiao Zhang, Weiguo Huang, Chuancang Ding, Jun Wang, Changqing Shen, Juanjuan Shi
2024 J jnl
Deep adaptive sparse residual networks: A lifelong learning framework for rotating machinery fault diagnosis with domain increments.
Knowl. Based Syst.
Yan Zhang, Changqing Shen, Juanjuan Shi, Chuan Li, Xinhai Lin, Zhongkui Zhu, Dong Wang
2024 J jnl
Fault diagnosis for ball screws in industrial robots under variable and inaccessible working conditions with non-vibration signals.
Adv. Eng. Informatics
Qitong Chen, Qi Li, Sijia Wu, Liang Chen, Changqing Shen
2024 J jnl
Imbalanced class incremental learning system: A task incremental diagnosis method for imbalanced industrial streaming data.
Adv. Eng. Informatics
Mingkuan Shi, Chuancang Ding, Changqing Shen, Weiguo Huang, Zhongkui Zhu
2024 J jnl
Metric Learning-Based Few-Shot Adversarial Domain Adaptation: A Cross-Machine Diagnosis Method for Ball Screws of Industrial Robots.
IEEE Trans. Instrum. Meas.
Qitong Chen, Liang Chen, Qi Li, Juanjuan Shi, Dong Wang, Changqing Shen
2024 J jnl
Multi-scale style generative and adversarial contrastive networks for single domain generalization fault diagnosis.
Reliab. Eng. Syst. Saf.
Jun Wang, He Ren, Changqing Shen, Weiguo Huang, Zhongkui Zhu
2024 J jnl
Point Rail of High-Speed Railway Turnout Induced Feature Extraction Using Oscillatory Behavior-Based Signal Sparse Decomposition.
IEEE Trans. Instrum. Meas.
Weizhen Liu, Miao Tang, Jinzhao Liu, Hangyuan Qin, Juanjuan Shi, Weiguo Huang, Changqing Shen, Zhongkui Zhu
2024 J jnl
Reserving embedding space for new fault types: A new continual learning method for bearing fault diagnosis.
Reliab. Eng. Syst. Saf.
Hongyan Zhu, Changqing Shen, Lin Li, Dong Wang, Weiguo Huang, Zhongkui Zhu
2024 J jnl
Semi-supervised class incremental broad network for continuous diagnosis of rotating machinery faults with limited labeled samples.
Knowl. Based Syst.
Mingkuan Shi, Chuancang Ding, Rui Wang, Changqing Shen, Weiguo Huang, Zhongkui Zhu
2024 J jnl
Spiral complete coverage path planning based on conformal slit mapping in multi-connected domains.
Int. J. Robotics Res.
Changqing Shen, Sihao Mao, Bingzhou Xu, Ziwei Wang, Xiaojian Zhang, Sijie Yan, Han Ding
2023 J jnl
A Data Privacy Protection Diagnosis Framework for Multiple Machines Vibration Signals Based on a Swarm Learning Algorithm.
IEEE Trans. Instrum. Meas.
Shilong Sun, Haodong Huang, Tengyi Peng, Changqing Shen, Dong Wang
2023 J jnl
A Lifelong Learning Method Based on Generative Feature Replay for Bearing Diagnosis With Incremental Fault Types.
IEEE Trans. Instrum. Meas.
Yao Liu, Bojian Chen, Dong Wang, Lin Kong, Juanjuan Shi, Changqing Shen
2023 J jnl
A New Multisource Domain Bearing Fault Diagnosis Method With Adaptive Dual-Domain Obfuscation Weighting Strategy.
IEEE Trans. Instrum. Meas.
Changqing Shen, Jing Tian, Jun Zhu, Juanjuan Shi, Zhongkui Zhu, Dong Wang
2023 J jnl
A novel domain generalization network with multidomain specific auxiliary classifiers for machinery fault diagnosis under unseen working conditions.
Reliab. Eng. Syst. Saf.
Rui Wang, Weiguo Huang, Yixiang Lu, Xiao Zhang, Jun Wang, Chuancang Ding, Changqing Shen
2023 J jnl
Actively Imaginative Data Augmentation for Machinery Diagnosis Under Large-Speed-Fluctuation Conditions.
IEEE Trans. Ind. Informatics
Zenghui An, Xingxing Jiang, Rui Yang, Hanyuan Zhang, Jie Liu, Changqing Shen
2023 J jnl
Classifier Discrepancy Guided Soft-Weight Adaptation Network for Machinery Fault Diagnosis Under Domain and Category Shift.
IEEE Trans. Instrum. Meas.
Rui Wang, Weiguo Huang, Jun Wang, Chuancang Ding, Changqing Shen, Zhongkui Zhu
2023 J jnl
Cross-domain augmentation diagnosis: An adversarial domain-augmented generalization method for fault diagnosis under unseen working conditions.
Reliab. Eng. Syst. Saf.
Qi Li, Liang Chen, Lin Kong, Dong Wang, Min Xia, Changqing Shen
2023 J jnl
Deep hypergraph autoencoder embedding: An efficient intelligent approach for rotating machinery fault diagnosis.
Knowl. Based Syst.
Mingkuan Shi, Chuancang Ding, Rui Wang, Qiuyu Song, Changqing Shen, Weiguo Huang, Zhongkui Zhu
2023 J jnl
Dual Contrastive Learning for Semi-Supervised Fault Diagnosis Under Extremely Low Label Rate.
IEEE Trans. Instrum. Meas.
Linghui Lu, Jun Wang, Weiguo Huang, Changqing Shen, Juanjuan Shi, Zhongkui Zhu
2023 J jnl
Editorial for Special Issue: Machine Health Monitoring and Fault Diagnosis Techniques.
Sensors
Shilong Sun, Changqing Shen, Dong Wang
2023 J jnl
Federated contrastive prototype learning: An efficient collaborative fault diagnosis method with data privacy.
Knowl. Based Syst.
Rui Wang, Weiguo Huang, Xiao Zhang, Jun Wang, Chuancang Ding, Changqing Shen
2023 J jnl
Graph embedding deep broad learning system for data imbalance fault diagnosis of rotating machinery.
Reliab. Eng. Syst. Saf.
Mingkuan Shi, Chuancang Ding, Rui Wang, Changqing Shen, Weiguo Huang, Zhongkui Zhu
2023 J jnl
Intelligent machine fault diagnosis with effective denoising using EEMD-ICA- FuzzyEn and CNN.
Int. J. Prod. Res.
Hanting Zhou, Wenhe Chen, Changqing Shen, Longsheng Cheng, Min Xia
2023 J jnl
Spiral Complete Coverage Path Planning Based on Conformal Slit Mapping in Multi-connected Domains.
CoRR
Changqing Shen, Sihao Mao, Bingzhou Xu, Ziwei Wang, Xiaojian Zhang, Sijie Yan, Han Ding
2022 J jnl
A Lifelong Learning Method for Gearbox Diagnosis With Incremental Fault Types.
IEEE Trans. Instrum. Meas.
Bojian Chen, Changqing Shen, Dong Wang, Lin Kong, Liang Chen, Zhongkui Zhu
2022 J jnl
A New Adversarial Domain Generalization Network Based on Class Boundary Feature Detection for Bearing Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Jingde Li, Changqing Shen, Lin Kong, Dong Wang, Min Xia, Zhongkui Zhu
2022 J jnl
Adversarial Domain-Invariant Generalization: A Generic Domain-Regressive Framework for Bearing Fault Diagnosis Under Unseen Conditions.
IEEE Trans. Ind. Informatics
Liang Chen, Qi Li, Changqing Shen, Jun Zhu, Dong Wang, Min Xia
2022 J jnl
Cross-Domain Open-Set Machinery Fault Diagnosis Based on Adversarial Network With Multiple Auxiliary Classifiers.
IEEE Trans. Ind. Informatics
Jun Zhu, Cheng-Geng Huang, Changqing Shen, Yongjun Shen
2022 J jnl
Fault Feature Extractor Based on Bootstrap Your Own Latent and Data Augmentation Algorithm for Unlabeled Vibration Signals.
IEEE Trans. Ind. Electron.
Tengyi Peng, Changqing Shen, Shilong Sun, Dong Wang
2022 J jnl
Federated adversarial domain generalization network: A novel machinery fault diagnosis method with data privacy.
Knowl. Based Syst.
Rui Wang, Weiguo Huang, Mingkuan Shi, Jun Wang, Changqing Shen, Zhongkui Zhu
2022 J jnl
Instantaneous Frequency Synchronized Generalized Stepwise Demodulation Transform for Bearing Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Juanjuan Shi, Zehui Hua, Weiguo Huang, Patrick Dumond, Changqing Shen, Zhongkui Zhu
2022 J jnl
Integration of a Novel Knowledge-Guided Loss Function With an Architecturally Explainable Network for Machine Degradation Modeling.
IEEE Trans. Instrum. Meas.
Tongtong Yan, Yichu Fu, Ming Lu, Zhinong Li, Changqing Shen, Dong Wang
2022 — conf
Lifelong Learning for Bearing Fault Diagnosis with Incremental Fault Types.
ICPHM
Bojian Chen, Chuancang Ding, Xingxing Jiang, Juanjuan Shi, Weiguo Huang, Changqing Shen
2022 J jnl
Multi-perspective deep transfer learning model: A promising tool for bearing intelligent fault diagnosis under varying working conditions.
Knowl. Based Syst.
Xuegang Li, Xingxing Jiang, Qian Wang, Lidong Yang, Zhijian Wang, Changqing Shen, Zhongkui Zhu
2022 J jnl
Multisource Domain Feature Adaptation Network for Bearing Fault Diagnosis Under Time-Varying Working Conditions.
IEEE Trans. Instrum. Meas.
Rui Wang, Weiguo Huang, Jun Wang, Changqing Shen, Zhongkui Zhu
2021 J jnl
A New Multiple Source Domain Adaptation Fault Diagnosis Method Between Different Rotating Machines.
IEEE Trans. Ind. Informatics
Jun Zhu, Nan Chen, Changqing Shen
2021 J jnl
Dynamic Joint Distribution Alignment Network for Bearing Fault Diagnosis Under Variable Working Conditions.
IEEE Trans. Instrum. Meas.
Changqing Shen, Xu Wang, Dong Wang, Yongxiang Li, Jun Zhu, Mingming Gong
2021 J jnl
Enhanced Sparse Regularization Based on Logarithm Penalty and Its Application to Gearbox Compound Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Yi Liao, Weiguo Huang, Changqing Shen, Zhongkui Zhu, Jianping Xuan, Lingfeng Mao
2021 J jnl
Extended Noise Resistant Correlation Method for Period Estimation of Pseudoperiodic Signals.
IEEE Trans. Instrum. Meas.
Yongxiang Li, Huixian Zhao, Wei Fan, Changqing Shen
2021 J jnl
Fault Diagnosis of a Rotor-Bearing System Under Variable Rotating Speeds Using Two-Stage Parameter Transfer and Infrared Thermal Images.
IEEE Trans. Instrum. Meas.
Haidong Shao, Wei Li, Min Xia, Yu Zhang, Changqing Shen, Darren Williams, Andrew Kennedy, Clarence W. de Silva
2021 J jnl
Generalized Autocorrelation Method for Fault Detection Under Varying-Speed Working Conditions.
IEEE Trans. Instrum. Meas.
Yongxiang Li, Huixian Zhao, Wei Fan, Changqing Shen
2021 J jnl
Intelligent Bearing Fault Diagnosis Based on Scaled Ramanujan Filter Banks in Noisy Environments.
IEEE Trans. Instrum. Meas.
Ruixian Li, Li Zhuang, Yongxiang Li, Changqing Shen
2021 J jnl
Multi-sensor gearbox fault diagnosis by using feature-fusion covariance matrix and multi-Riemannian kernel ridge regression.
Reliab. Eng. Syst. Saf.
Xin Li, Xiang Zhong, Haidong Shao, Te Han, Changqing Shen
2020 C conf
Adversarial multi-domain adaptation for machine fault diagnosis with variable working conditions.
INDIN
Qi Li, Shuangjie Liu, Bingru Yang, Yiyun Xu, Liang Chen, Changqing Shen
2020 J jnl
An Intelligent Deep Feature Learning Method With Improved Activation Functions for Machine Fault Diagnosis.
IEEE Access
Wei You, Changqing Shen, Dong Wang, Liang Chen, Xingxing Jiang, Zhongkui Zhu
2020 J jnl
Multi-scale deep intra-class transfer learning for bearing fault diagnosis.
Reliab. Eng. Syst. Saf.
Xu Wang, Changqing Shen, Min Xia, Dong Wang, Jun Zhu, Zhongkui Zhu
2020 C conf
Multi-source Unsupervised Domain Adaptation for Machinery Fault Diagnosis under Different Working Conditions.
INDIN
Jun Zhu, Nan Chen, Changqing Shen, Dong Wang
2019 J jnl
A New Deep Fusion Network for Automatic Mechanical Fault Feature Learning.
IEEE Access
Yumei Qi, Changqing Shen, Jun Zhu, Xingxing Jiang, Juanjuan Shi, Zhongkui Zhu
2019 — conf
Adaptive Morphological Feature Extraction and Support Vector Regressive Classification for Gearbox Fault Diagnosis.
AIM
Yumei Qi, Changqing Shen, Juanjuan Shi, Weiguo Huang, Zhongkui Zhu
2019 — conf
Discovery of a Simplified Index Commonly Used in Various Algorithms for Quantification of Repetitive Transients.
AIM
Dong Wang, Changqing Shen
2019 J jnl
Dual-Guidance-Based Optimal Resonant Frequency Band Selection and Multiple Ridge Path Identification for Bearing Fault Diagnosis Under Time-Varying Speeds.
IEEE Access
Juanjuan Shi, Weiguo Huang, Changqing Shen, Xingxing Jiang, Zhongkui Zhu
2019 J jnl
Multi-Bandwidth Mode Manifold for Fault Diagnosis of Rolling Bearings.
IEEE Access
Tao Jiang, Jun Wang, Changqing Shen, Xingxing Jiang, Zhongkui Zhu
2018 J jnl
Adaptive deep feature learning network with Nesterov momentum and its application to rotating machinery fault diagnosis.
Neurocomputing
Shenghao Tang, Changqing Shen, Dong Wang, Shuang Li, Weiguo Huang, Zhongkui Zhu
2018 J jnl
An End-to-End Model Based on Improved Adaptive Deep Belief Network and Its Application to Bearing Fault Diagnosis.
IEEE Access
Jiaqi Xie, Guifu Du, Changqing Shen, Nan Chen, Liang Chen, Zhongkui Zhu
2018 J jnl
An automatic and robust features learning method for rotating machinery fault diagnosis based on contractive autoencoder.
Eng. Appl. Artif. Intell.
Changqing Shen, Yumei Qi, Jun Wang, Gaigai Cai, Zhongkui Zhu
2017 — conf
A self-adaptive deep belief network with Nesterov momentum for the fault diagnosis of rolling element bearings.
ICDLT
Shenghao Tang, Wei You, Changqing Shen, Juanjuan Shi, Shuang Li, Zhongkui Zhu
2017 J jnl
Stacked Sparse Autoencoder-Based Deep Network for Fault Diagnosis of Rotating Machinery.
IEEE Access
Yumei Qi, Changqing Shen, Dong Wang, Juanjuan Shi, Xingxing Jiang, Zhongkui Zhu
2016 — conf
Sparse representation of gearbox compound fault features by combining Majorization-Minimization algorithm and wavelet bases.
I2MTC
Chunyan Luo, Changqing Shen, Wei You, Weiguo Huang, Gaigai Cai, Zhongkui Zhu
2014 J jnl
Wayside Bearing Fault Diagnosis Based on a Data-Driven Doppler Effect Eliminator and Transient Model Analysis.
Sensors
Fang Liu, Changqing Shen, Qingbo He, Ao Zhang, Yongbin Liu, Fanrang Kong
2013 J jnl
A Doppler Transient Model Based on the Laplace Wavelet and Spectrum Correlation Assessment for Locomotive Bearing Fault Diagnosis.
Sensors
Changqing Shen, Fang Liu, Dong Wang, Ao Zhang, Fanrang Kong, Peter W. Tse