Dong Wang

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 82

Top Topics

Lifelong Learning

Health Monitoring

Fault Diagnosis

Rotating Machinery

Top Venues

IEEE Trans. Instrum. Meas.

IEEE Trans. Reliab.

Reliab. Eng. Syst. Saf.

Publications

Tangbin Xia, Xueqi Xing, Tongtong Yan, Dong Wang, Ershun Pan, Lifeng Xi
Interpretable temporal degradation state chain based fusion graph for intelligent bearing fault detection. Adv. Eng. Informatics 59 (2024)
Yuhui Xu, Tangbin Xia, Dong Wang, Zhen Chen, Ershun Pan, Lifeng Xi
Dynamic time scales ensemble framework for similarity-based remaining useful life prediction under multiple failure modes. Eng. Appl. Artif. Intell. 127 (Part B) (2024)
Tongtong Yan, Dong Wang, Yu Wang
Discrimination- and Sparsity-Driven Weight-Oriented Optimization Model for Interpretable Initial Fault Detection and Fault Diagnosis. IEEE Trans. Instrum. Meas. 73 (2024)
Kaigan Zhang, Tangbin Xia, Guojin Si, Nagi Gebraeel, Dong Wang, Ershun Pan, Lifeng Xi
A Collaborative Scheduling Algorithm for Real-Time Production and Opportunistic Maintenance Under Cloud Manufacturing Paradigm. IEEE Trans. Reliab. 73 (1) (2024)
Yuhui Xu, Tangbin Xia, Yimin Jiang, Yu Wang, Dong Wang, Ershun Pan, Lifeng Xi
A temporal partial domain adaptation network for transferable prognostics across working conditions with insufficient data. Reliab. Eng. Syst. Saf. 250 (2024)
Yu Wang, Tangbin Xia, Yuhui Xu, Guojin Si, Dong Wang, Ershun Pan, Lifeng Xi
Quality-centered production and maintenance scheduling for multi-machine manufacturing systems under variable operating conditions. Reliab. Eng. Syst. Saf. 250 (2024)
Tongtong Yan, Dong Wang, Wang Shi, Shiyu Hu, Ming Lu
Weight-Based Large Margin Hyperdisks for Explainable Performance Degradation Modeling. IEEE Trans. Instrum. Meas. 73 (2024)
Tongtong Yan, Dong Wang, Tangbin Xia, Lifeng Xi
Novel Anchor Discrimination Learning for Physics-Informed Machine Degradation Modeling. IEEE Trans. Reliab. 73 (1) (2024)
Jie Liu, Bingchang Hou, Ming Lu, Dong Wang
Box-Cox transformation based state-space modeling as a unified prognostic framework for degradation linearization and RUL prediction enhancement. Reliab. Eng. Syst. Saf. 244 (2024)
Yimin Jiang, Tangbin Xia, Dong Wang, Yuhui Xu, Rourou Li, Ershun Pan, Lifeng Xi
A Spatiotemporal Dynamic Wavelet Network for Infrared Thermography-Based Machine Prognostics. IEEE Trans. Syst. Man Cybern. Syst. 54 (3) (2024)
Shilong Sun, Hao Ding, Zida Zhao, Wenfu Xu, Dong Wang
SCG-GFFE: A Self-Constructed graph fault feature extractor based on graph Auto-encoder algorithm for unlabeled single-variable vibration signals of harmonic reducer. Adv. Eng. Informatics 62 (2024)
Qitong Chen, Liang Chen, Qi Li, Juanjuan Shi, Dong Wang, Changqing Shen
Metric Learning-Based Few-Shot Adversarial Domain Adaptation: A Cross-Machine Diagnosis Method for Ball Screws of Industrial Robots. IEEE Trans. Instrum. Meas. 73 (2024)
Zhenzhong He, Changqing Shen, Bojian Chen, Juanjuan Shi, Weiguo Huang, Zhongkui Zhu, Dong Wang
A new feature boosting based continual learning method for bearing fault diagnosis with incremental fault types. Adv. Eng. Informatics 61 (2024)
Tongtong Yan, Dong Wang, Tangbin Xia, Ershun Pan, Zhike Peng, Lifeng Xi
Online Piecewise Convex-Optimization Interpretable Weight Learning for Machine Life Cycle Performance Assessment. IEEE Trans. Neural Networks Learn. Syst. 35 (5) (2024)
Yan Zhang, Changqing Shen, Juanjuan Shi, Chuan Li, Xinhai Lin, Zhongkui Zhu, Dong Wang
Deep adaptive sparse residual networks: A lifelong learning framework for rotating machinery fault diagnosis with domain increments. Knowl. Based Syst. 293 (2024)
Meimei Zheng, Hongqing Ye, Dong Wang, Ershun Pan
Joint Decisions of Components Replacement and Spare Parts Ordering Considering Different Supplied Product Quality. IEEE Trans Autom. Sci. Eng. 21 (2) (2024)
Tongtong Yan, Xueqi Xing, Tangbin Xia, Dong Wang
Relation between fault characteristic frequencies and local interpretability shapley additive explanations for continuous machine health monitoring. Eng. Appl. Artif. Intell. 136 (2024)
Bingchang Hou, Dong Wang, Zhike Peng, Kwok-Leung Tsui
Adaptive Fault Components Extraction by Using an Optimized Weights Spectrum Based Index for Machinery Fault Diagnosis. IEEE Trans. Ind. Electron. 71 (1) (2024)
Shilong Sun, Hao Ding, Haodong Huang, Zida Zhao, Dong Wang, Wenfu Xu
A Novel Cross-Domain Data Augmentation and Bearing Fault Diagnosis Method Based on an Enhanced Generative Model. IEEE Trans. Instrum. Meas. 73 (2024)
Tangbin Xia, Dongyang Han, Yimin Jiang, Yiping Shao, Dong Wang, Ershun Pan, Lifeng Xi
Remaining useful life estimation based on selective ensemble of deep neural networks with diversity. Adv. Eng. Informatics 62 (2024)
Yuyong Xiong, Xiangyi Tang, Songxu Li, Haibin Meng, Dong Wang, Guang Meng, Zhike Peng
mmAcoustic: Full-Field Sound Source Localization, Identification, and Area-Selectable Sound Recovery via Millimeter-Wave Vibration Monitoring. IEEE Trans. Instrum. Meas. 73 (2024)
Meimei Zheng, Zhiyun Su, Dong Wang, Ershun Pan
Joint maintenance and spare part ordering from multiple suppliers for multicomponent systems using a deep reinforcement learning algorithm. Reliab. Eng. Syst. Saf. 241 (2024)
Tangbin Xia, Yimin Jiang, Yutong Ding, Guojin Si, Dong Wang, Ershun Pan, Lifeng Xi
Intelligent Maintenance Framework for Reconfigurable Manufacturing With Deep-Learning-Based Prognostics. IEEE Internet Things J. 11 (13) (2024)
Yao Liu, Bojian Chen, Dong Wang, Lin Kong, Juanjuan Shi, Changqing Shen
A Lifelong Learning Method Based on Generative Feature Replay for Bearing Diagnosis With Incremental Fault Types. IEEE Trans. Instrum. Meas. 72 (2023)
Qi Li, Liang Chen, Lin Kong, Dong Wang, Min Xia, Changqing Shen
Cross-domain augmentation diagnosis: An adversarial domain-augmented generalization method for fault diagnosis under unseen working conditions. Reliab. Eng. Syst. Saf. 234 (2023)
Bingchang Hou, Dong Wang
Optimal Noise Subtraction-Based Fault Components Extraction for Machinery Fault Diagnosis. IEEE Trans. Instrum. Meas. 72 (2023)
Jin-Zhen Kong, Di Cui, Bingchang Hou, Xingchen Liu, Dong Wang
New Short-Long-Term Degradation Model for Precise Battery Health Prognostics. IEEE Trans. Ind. Electron. 70 (9) (2023)
Yimin Jiang, Yuhui Xu, Yutong Ding, Meimei Zheng, Dong Wang, Tangbin Xia, Lifeng Xi
A Multiscale Sparse Ensemble Network for Machine Prognostics Based on Infrared Image Streams. CASE (2023)
Ao Chen, Zhiyuan Wu, Dongwu Li, Dong Wang, Wen-Ming Zhang
Acoustic Signals Recovering for Rubbing From Arbitrarily Structured Noise With Joint Iterative Probabilistic Sampling. IEEE Trans. Instrum. Meas. 72 (2023)
Shilong Sun, Changqing Shen, Dong Wang
Editorial for Special Issue: Machine Health Monitoring and Fault Diagnosis Techniques. Sensors 23 (7) (2023)
Tongtong Yan, Dong Wang, Tangbin Xia, Ershun Pan, Zhike Peng, Lifeng Xi
New Shapeness Property and Its Convex Optimization Model for Interpretable Machine Degradation Modeling. IEEE Trans. Reliab. 72 (2) (2023)
Changqing Shen, Jing Tian, Jun Zhu, Juanjuan Shi, Zhongkui Zhu, Dong Wang
A New Multisource Domain Bearing Fault Diagnosis Method With Adaptive Dual-Domain Obfuscation Weighting Strategy. IEEE Trans. Instrum. Meas. 72 (2023)
Xiao Feng, Dong Wang, Bingchang Hou, Tongtong Yan
Interpretable federated learning for machine condition monitoring: Interpretable average global model as a fault feature library. Eng. Appl. Artif. Intell. 124 (2023)
Shilong Sun, Haodong Huang, Tengyi Peng, Changqing Shen, Dong Wang
A Data Privacy Protection Diagnosis Framework for Multiple Machines Vibration Signals Based on a Swarm Learning Algorithm. IEEE Trans. Instrum. Meas. 72 (2023)
Yafei Deng, Shichang Du, Dong Wang, Yiping Shao, Delin Huang
A Calibration-Based Hybrid Transfer Learning Framework for RUL Prediction of Rolling Bearing Across Different Machines. IEEE Trans. Instrum. Meas. 72 (2023)
Shilong Sun, Haodong Huang, Tengyi Peng, Dong Wang
An Improved Data Privacy Diagnostic Framework for Multiple Machinery Components Data Based on Swarm Learning Algorithm. IEEE Trans. Instrum. Meas. 72 (2023)
Yu Zhou, Lin Gao, Dong Wang, Wenhui Wu, Zhiqiang Zhou, Tingqun Ye
Imbalanced Multifault Diagnosis via Improved Localized Feature Selection. IEEE Trans. Instrum. Meas. 72 (2023)
Yu Wang, Dong Wang, Tongtong Yan
Optimal Squared Wald Statistics-Based Methodology for On-Line Machine Condition Monitoring and Degradation Assessment. IEEE Trans. Instrum. Meas. 72 (2023)
Bingchang Hou, Jie Liu, Dong Wang
Easier Computational Approach of Optimized Weights and Its Extensions for Learning Interpretable Machine Fault Features. IEEE Trans. Instrum. Meas. 72 (2023)
Tongtong Yan, Yuting Wang, Tangbin Xia, Bingchang Hou, Lifeng Xi, Dong Wang
Sparse and Flexible Convex-Hull Representation for Machine Degradation Modeling. IEEE Trans. Reliab. 72 (1) (2023)
Dong Wang, Yuchen Song
Guest Editorial Special Section for Third International Conference on Sensing, Measurement, and Data Analytics in the Era of Artificial Intelligence (ICSMD 2022). IEEE Trans. Instrum. Meas. 72 (2023)
Yimin Jiang, Tangbin Xia, Xiaolei Fang, Dong Wang, Ershun Pan, Lifeng Xi
Sparse Hierarchical Parallel Residual Networks Ensemble for Infrared Image Stream-Based Remaining Useful Life Prediction. IEEE Trans. Ind. Informatics 19 (10) (2023)
Jin-Zhen Kong, Dong Wang, Tongtong Yan, Jingzhe Zhu, Xi Zhang
Accelerated Stress Factors Based Nonlinear Wiener Process Model for Lithium-Ion Battery Prognostics. IEEE Trans. Ind. Electron. 69 (11) (2022)
Tongtong Yan, Yichu Fu, Ming Lu, Zhinong Li, Changqing Shen, Dong Wang
Integration of a Novel Knowledge-Guided Loss Function With an Architecturally Explainable Network for Machine Degradation Modeling. IEEE Trans. Instrum. Meas. 71 (2022)
Guojin Si, Tangbin Xia, Kaigan Zhang, Dong Wang, Ershun Pan, Lifeng Xi
Technician Collaboration and Routing Optimization in Global Maintenance Scheduling for Multi-Center Service Networks. IEEE Trans Autom. Sci. Eng. 19 (3) (2022)
Tangbin Xia, Guojin Si, Dong Wang, Ershun Pan, Lifeng Xi
Progressive Opportunistic Maintenance Policies for Service-Outsourcing Network With Prognostic Updating and Dynamical Optimization. IEEE Trans. Reliab. 71 (3) (2022)
Tengyi Peng, Changqing Shen, Shilong Sun, Dong Wang
Fault Feature Extractor Based on Bootstrap Your Own Latent and Data Augmentation Algorithm for Unlabeled Vibration Signals. IEEE Trans. Ind. Electron. 69 (9) (2022)
Guojin Si, Tangbin Xia, Nagi Gebraeel, Dong Wang, Ershun Pan, Lifeng Xi
A reliability-and-cost-based framework to optimize maintenance planning and diverse-skilled technician routing for geographically distributed systems. Reliab. Eng. Syst. Saf. 226 (2022)
Yimin Jiang, Tangbin Xia, Dong Wang, Xiaolei Fang, Lifeng Xi
Adversarial Regressive Domain Adaptation Approach for Infrared Thermography-Based Unsupervised Remaining Useful Life Prediction. IEEE Trans. Ind. Informatics 18 (10) (2022)
Bojian Chen, Changqing Shen, Dong Wang, Lin Kong, Liang Chen, Zhongkui Zhu
A Lifelong Learning Method for Gearbox Diagnosis With Incremental Fault Types. IEEE Trans. Instrum. Meas. 71 (2022)
Tongtong Yan, Dong Wang, Bingchang Hou, Zhike Peng
Generic Framework for Integration of First Prediction Time Detection With Machine Degradation Modelling from Frequency Domain. IEEE Trans. Reliab. 71 (4) (2022)
Yimin Jiang, Tangbin Xia, Dong Wang, Kaigan Zhang, Lifeng Xi
Joint adaptive transfer learning network for cross-domain fault diagnosis based on multi-layer feature fusion. Neurocomputing 487 (2022)
Jingde Li, Changqing Shen, Lin Kong, Dong Wang, Min Xia, Zhongkui Zhu
A New Adversarial Domain Generalization Network Based on Class Boundary Feature Detection for Bearing Fault Diagnosis. IEEE Trans. Instrum. Meas. 71 (2022)
Bingchang Hou, Yikai Chen, Hong Wang, Zhike Peng, Kwok-Leung Tsui, Dong Wang
OSESgram: Data-Aided Method for Selection of Informative Frequency Bands for Bearing Fault Diagnosis. IEEE Trans. Instrum. Meas. 71 (2022)
Tongtong Yan, Dong Wang, Tangbin Xia, Lifeng Xi
A Generic Framework for Degradation Modeling Based on Fusion of Spectrum Amplitudes. IEEE Trans Autom. Sci. Eng. 19 (1) (2022)
Liang Chen, Qi Li, Changqing Shen, Jun Zhu, Dong Wang, Min Xia
Adversarial Domain-Invariant Generalization: A Generic Domain-Regressive Framework for Bearing Fault Diagnosis Under Unseen Conditions. IEEE Trans. Ind. Informatics 18 (3) (2022)
Tangbin Xia, Yimin Jiang, Pengcheng Zhuo, Lifeng Xi, Dong Wang
Dual-Ensemble Multi-Feedback Neural Network for Gearbox Fault Diagnosis. IEEE Trans. Instrum. Meas. 70 (2021)
Bingchang Hou, Dong Wang, Yi Wang, Tongtong Yan, Zhike Peng, Kwok-Leung Tsui
Adaptive Weighted Signal Preprocessing Technique for Machine Health Monitoring. IEEE Trans. Instrum. Meas. 70 (2021)
Changqing Shen, Xu Wang, Dong Wang, Yongxiang Li, Jun Zhu, Mingming Gong
Dynamic Joint Distribution Alignment Network for Bearing Fault Diagnosis Under Variable Working Conditions. IEEE Trans. Instrum. Meas. 70 (2021)
Dong Wang, Zhike Peng, Lifeng Xi
Theoretical and Experimental Investigations on Spectral Lp/Lq Norm Ratio and Spectral Gini Index for Rotating Machine Health Monitoring. IEEE Trans Autom. Sci. Eng. 18 (3) (2021)
Jingjing Zhong, Dong Wang, Ju'e Guo, Diego Cabrera, Chuan Li
Theoretical Investigations on Kurtosis and Entropy and Their Improvements for System Health Monitoring. IEEE Trans. Instrum. Meas. 70 (2021)
Tangbin Xia, Pengcheng Zhuo, Lei Xiao, Shichang Du, Dong Wang, Lifeng Xi
Multi-stage fault diagnosis framework for rolling bearing based on OHF Elman AdaBoost-Bagging algorithm. Neurocomputing 433 (2021)
Tongtong Yan, Dong Wang, Jin-Zhen Kong, Tangbin Xia, Zhike Peng, Lifeng Xi
Definition of Signal-to-Noise Ratio of Health Indicators and Its Analytic Optimization for Machine Performance Degradation Assessment. IEEE Trans. Instrum. Meas. 70 (2021)
Sha Wei, Dong Wang, Hong Wang, Zhike Peng
Time-Varying Envelope Filtering for Exhibiting Space Bearing Cage Fault Features. IEEE Trans. Instrum. Meas. 70 (2021)
Fan Xu, Zhelin Huang, Fangfang Yang, Dong Wang, Kwok Leung Tsui
Constructing a health indicator for roller bearings by using a stacked auto-encoder with an exponential function to eliminate concussion. Appl. Soft Comput. 89 (2020)
Wei You, Changqing Shen, Dong Wang, Liang Chen, Xingxing Jiang, Zhongkui Zhu
An Intelligent Deep Feature Learning Method With Improved Activation Functions for Machine Fault Diagnosis. IEEE Access 8 (2020)
Kwok Leung Tsui, Yang Zhao, Dong Wang
Big Data Opportunities: System Health Monitoring and Management. IEEE Access 7 (2019)
Xiangbao Song, Fangfang Yang, Dong Wang, Kwok-Leung Tsui
Combined CNN-LSTM Network for State-of-Charge Estimation of Lithium-Ion Batteries. IEEE Access 7 (2019)
Dong Wang, Changqing Shen
Discovery of a Simplified Index Commonly Used in Various Algorithms for Quantification of Repetitive Transients. AIM (2019)
Dong Wang, Cai Yi, Kwok Leung Tsui
Making EEMD more effective in extracting bearing fault features for intelligent bearing fault diagnosis by using blind fault component separation. J. Intell. Fuzzy Syst. 34 (6) (2018)
Cai Yi, Dong Wang, Wei Fan, Kwok-Leung Tsui, Jianhui Lin
EEMD-Based Steady-State Indexes and Their Applications to Condition Monitoring and Fault Diagnosis of Railway Axle Bearings. Sensors 18 (3) (2018)
Shenghao Tang, Changqing Shen, Dong Wang, Shuang Li, Weiguo Huang, Zhongkui Zhu
Adaptive deep feature learning network with Nesterov momentum and its application to rotating machinery fault diagnosis. Neurocomputing 305 (2018)
Dong Wang, Kwok-Leung Tsui, Qiang Miao
Prognostics and Health Management: A Review of Vibration Based Bearing and Gear Health Indicators. IEEE Access 6 (2018)
Chao Huang, Zhenhua Wang, Zihan Zhao, Long Wang, Chun Sing Lai, Dong Wang
Robustness Evaluation of Extended and Unscented Kalman Filter for Battery State of Charge Estimation. IEEE Access 6 (2018)
Dong Wang, Kwok-Leung Tsui
Statistical Modeling of Bearing Degradation Signals. IEEE Trans. Reliab. 66 (4) (2017)
Peter W. Tse, Dong Wang
State Space Formulation of Nonlinear Vibration Responses Collected from a Dynamic Rotor-Bearing System: An Extension of Bearing Diagnostics to Bearing Prognostics. Sensors 17 (2) (2017)
Fangfang Yang, Dong Wang, Yinjiao Xing, Kwok-Leung Tsui
-based lithium-ion batteries using a novel battery degradation model. Microelectron. Reliab. 70 (2017)
Dong Wang, Fangfang Yang, Yang Zhao, Kwok-Leung Tsui
Battery remaining useful life prediction at different discharge rates. Microelectron. Reliab. 78 (2017)
Yumei Qi, Changqing Shen, Dong Wang, Juanjuan Shi, Xingxing Jiang, Zhongkui Zhu
Stacked Sparse Autoencoder-Based Deep Network for Fault Diagnosis of Rotating Machinery. IEEE Access 5 (2017)
Dong Wang, Fangfang Yang, Yang Zhao, Kwok-Leung Tsui
Prognostics of Lithium-ion batteries based on state space modeling with heterogeneous noise variances. Microelectron. Reliab. 75 (2017)
Dong Wang, Fangfang Yang, Kwok-Leung Tsui, Qiang Zhou, Suk Joo Bae
Remaining Useful Life Prediction of Lithium-Ion Batteries Based on Spherical Cubature Particle Filter. IEEE Trans. Instrum. Meas. 65 (6) (2016)
Jingjing Zhong, Peter W. Tse, Dong Wang
Novel Bayesian inference on optimal parameters of support vector machines and its application to industrial survey data classification. Neurocomputing 211 (2016)
Dong Wang, Wei Guo, Xiaojuan Wang
A joint sparse wavelet coefficient extraction and adaptive noise reduction method in recovery of weak bearing fault features from a multi-component signal mixture. Appl. Soft Comput. 13 (10) (2013)
Changqing Shen, Fang Liu, Dong Wang, Ao Zhang, Fanrang Kong, Peter W. Tse
A Doppler Transient Model Based on the Laplace Wavelet and Spectrum Correlation Assessment for Locomotive Bearing Fault Diagnosis. Sensors 13 (11) (2013)