Bin Liu

65 papers Journal 63Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Cross-domain attention guided multi-source domain adaptation method for machinery fault diagnosis.
Eng. Appl. Artif. Intell.
Jie Wang, Jianning Gou, Haidong Shao, Yiming Xiao, Ying Peng, Bin Liu
2026 J jnl
Dual-stage interpretable domain generalization fault diagnosis: integrating prior knowledge and gradient-weighted class activation mapping.
Eng. Appl. Artif. Intell.
Ying Peng, Haidong Shao, Yiming Xiao, Jie Wang, Bin Liu
2026 J jnl
Partial sensing information-driven threshold cyclic update graph autoencoder for mechanical anomaly detection.
Reliab. Eng. Syst. Saf.
Yi Gao, Haidong Shao, Shen Yan, Xinyi Wang, Bin Liu
2025 J jnl
A novel interpretable fault diagnosis method using multi-image feature extraction and attention fusion.
Pattern Recognit. Lett.
Jie Wang, Haidong Shao, Jing He, Le Liu, Jingqiang Ma, Bin Liu
2025 J jnl
Domain generalization for rotating machinery fault diagnosis: A survey.
Adv. Eng. Informatics
Yiming Xiao, Haidong Shao, Shen Yan, Jie Wang, Ying Peng, Bin Liu
2025 J jnl
Domain-augmented meta ensemble learning for mechanical fault diagnosis from heterogeneous source domains to unseen target domains.
Expert Syst. Appl.
Yiming Xiao, Haidong Shao, Jie Wang, Baoping Cai, Bin Liu
2025 J jnl
From deterministic to Bayesian: Adapting pre-trained models for human-computer collaborative fault diagnosis via post-hoc uncertainty.
J. Ind. Inf. Integr.
Yiming Xiao, Haidong Shao, Jie Wang, Baoping Cai, Bin Liu
2025 J jnl
Graph structure learning guided multi-source-free domain adaptation for mechanical fault diagnosis.
Adv. Eng. Informatics
Zhengwu Liu, Xiang Zhong, Haidong Shao, Bin Liu
2025 J jnl
Reliability Assessment for Partially Monitored Systems Based on Degradation Hidden Markov Models With Time-Varying Parameters.
IEEE Trans. Reliab.
Luyao Wang, Wei Zhao, Bin Liu, Yan-Fu Li
2025 J jnl
SAFS-Net: A novel health indicator extraction and fault early warning method for machinery.
Adv. Eng. Informatics
Minghui Shao, Haidong Shao, Minjie Feng, Shen Yan, Bin Liu
2024 J jnl
Automated fault diagnosis of rotating machinery using sub domain greedy Network Architecture search.
Adv. Eng. Informatics
Yanzuo Lai, Haidong Shao, Xinyu Zheng, Baoping Cai, Bin Liu
2024 J jnl
BCE-FL: A Secure and Privacy-Preserving Federated Learning System for Device Fault Diagnosis Under Non-IID Condition in IIoT.
IEEE Internet Things J.
Yiming Xiao, Haidong Shao, Jian Lin, Zhiqiang Huo, Bin Liu
2024 J jnl
Condition-based maintenance policy for systems under dynamic environment.
Reliab. Eng. Syst. Saf.
Yi Luo, Xiujie Zhao, Bin Liu, Shuguang He
2024 J jnl
Few-Shot Cross-Domain Fault Diagnosis of Bearing Driven by Task-Supervised ANIL.
IEEE Internet Things J.
Haidong Shao, Xiangdong Zhou, Jian Lin, Bin Liu
2024 J jnl
Industrial surface defect detection and localization using multi-scale information focusing and enhancement GANomaly.
Expert Syst. Appl.
Jiangji Peng, Haidong Shao, Yiming Xiao, Baoping Cai, Bin Liu
2024 J jnl
LiConvFormer: A lightweight fault diagnosis framework using separable multiscale convolution and broadcast self-attention.
Expert Syst. Appl.
Shen Yan, Haidong Shao, Jie Wang, Xinyu Zheng, Bin Liu
2024 J jnl
Meta-learning with elastic prototypical network for fault transfer diagnosis of bearings under unstable speeds.
Reliab. Eng. Syst. Saf.
Jingjie Luo, Haidong Shao, Jian Lin, Bin Liu
2024 J jnl
Online reinforcement learning for condition-based group maintenance using factored Markov decision processes.
Eur. J. Oper. Res.
Jianyu Xu, Bin Liu, Xiujie Zhao, Xiao-Lin Wang
2024 J jnl
PSparseFormer: Enhancing Fault Feature Extraction Based on Parallel Sparse Self-Attention and Multiscale Broadcast Feedforward Block.
IEEE Internet Things J.
Jie Wang, Haidong Shao, Ying Peng, Bin Liu
2024 J jnl
Reliability Modeling and Parameter Estimation for High-Speed Train Wheels Subject to Multi-Dimensional Degradation Processes Considering Mutual Dependency.
IEEE Trans. Reliab.
Tianli Men, Bin Liu, Yan-Fu Li, Yan-Hui Lin, Ying Zhang
2024 J jnl
SFDA-T: A novel source-free domain adaptation method with strong generalization ability for fault diagnosis.
Adv. Eng. Informatics
Jie Wang, Haidong Shao, Yiming Xiao, Bin Liu
2024 J jnl
Transfer graph feature alignment guided multi-source domain adaptation network for machinery fault diagnosis.
Knowl. Based Syst.
Zhengwu Liu, Xiang Zhong, Haidong Shao, Shen Yan, Bin Liu
2024 J jnl
Utilizing Bayesian generalization network for reliable fault diagnosis of machinery with limited data.
Knowl. Based Syst.
Minjie Feng, Haidong Shao, Minghui Shao, Yiming Xiao, Jie Wang, Bin Liu
2024 J jnl
rgfc-Forest: An enhanced deep forest method towards small-sample fault diagnosis of electromechanical system.
Expert Syst. Appl.
Yuhang Ming, Haidong Shao, Baoping Cai, Bin Liu
2023 J jnl
C-ECAFormer: A new lightweight fault diagnosis framework towards heavy noise and small samples.
Eng. Appl. Artif. Intell.
Jie Wang, Haidong Shao, Shen Yan, Bin Liu
2023 J jnl
Condition-based maintenance for a multi-component system in a dynamic operating environment.
Reliab. Eng. Syst. Saf.
Nan Zhang, Yingjun Deng, Bin Liu, Jun Zhang
2023 J jnl
Data Augmentation and Intelligent Fault Diagnosis of Planetary Gearbox Using ILoFGAN Under Extremely Limited Samples.
IEEE Trans. Reliab.
Mingzhi Chen, Haidong Shao, Haoxuan Dou, Wei Li, Bin Liu
2023 J jnl
Digital twin-assisted imbalanced fault diagnosis framework using subdomain adaptive mechanism and margin-aware regularization.
Reliab. Eng. Syst. Saf.
Shen Yan, Xiang Zhong, Haidong Shao, Yuhang Ming, Chao Liu, Bin Liu
2023 J jnl
FGDAE: A new machinery anomaly detection method towards complex operating conditions.
Reliab. Eng. Syst. Saf.
Shen Yan, Haidong Shao, Zhishan Min, Jiangji Peng, Baoping Cai, Bin Liu
2023 J jnl
Generalized MAML for few-shot cross-domain fault diagnosis of bearing driven by heterogeneous signals.
Expert Syst. Appl.
Jian Lin, Haidong Shao, Xiangdong Zhou, Baoping Cai, Bin Liu
2023 J jnl
Hybrid robust convolutional autoencoder for unsupervised anomaly detection of machine tools under noises.
Robotics Comput. Integr. Manuf.
Shen Yan, Haidong Shao, Yiming Xiao, Bin Liu, Jiafu Wan
2023 J jnl
Imperfect maintenance policies for warranted products under stochastic performance degradation.
Eur. J. Oper. Res.
Xiujie Zhao, Bin Liu, Jianyu Xu, Xiao-Lin Wang
2023 J jnl
Special issue on collaborative production and maintenance in the environment of big data and industry 4.0.
Int. J. Prod. Res.
Bin Liu, Kerem Akartunali, Stéphane Dauzère-Pérès, Shaomin Wu
2022 J jnl
A Hybrid Cleaning Scheduling Framework for Operations and Maintenance of Photovoltaic Systems.
IEEE Trans. Syst. Man Cybern. Syst.
Zhonghao Wang, Zhengguo Xu, Bin Liu, Yun Zhang, Qinmin Yang
2021 J jnl
A finite-horizon condition-based maintenance policy for a two-unit system with dependent degradation processes.
Eur. J. Oper. Res.
Bin Liu, Mahesh D. Pandey, Xiaolin Wang, Xiujie Zhao
2021 J jnl
Adaptive ranking based ensemble learning of Gaussian process regression models for quality-related variable prediction in process industries.
Appl. Soft Comput.
Yiqi Liu, Daoping Huang, Bin Liu, Qiang Feng, Baoping Cai
2021 J jnl
Bayesian adversarial multi-node bandit for optimal smart grid protection against cyber attacks.
Autom.
Jianyu Xu, Bin Liu, Huadong Mo, Daoyi Dong
2021 J jnl
Bayesian adversarial multi-node bandit for optimal smart grid protection against cyber attacks.
CoRR
Jianyu Xu, Bin Liu, Huadong Mo, Daoyi Dong
2021 J jnl
Maintenance optimisation for systems with multi-dimensional degradation and imperfect inspections.
Int. J. Prod. Res.
Bin Liu, Xiujie Zhao, Yiqi Liu, Phuc Do
2021 J jnl
Reliability analysis of systems with discrete event data using association rules.
Qual. Reliab. Eng. Int.
Kangzhe He, Bin Liu, Min Xie, Phuc Do, Benoît Iung, Way Kuo
2021 J jnl
Robustness of maintenance support service networks: attributes, evaluation and improvement.
Reliab. Eng. Syst. Saf.
Dongming Fan, Jing Lin, Baoping Cai, Bin Liu
2020 J jnl
Condition-Based Maintenance Policy for Systems With a Non-Homogeneous Degradation Process.
IEEE Access
Jia Peng, Bin Liu, Yiqi Liu, Xiang Xu
2020 J jnl
Design and pricing of extended warranty menus based on the multinomial logit choice model.
Eur. J. Oper. Res.
Xiaolin Wang, Xiujie Zhao, Bin Liu
2020 J jnl
Life cycle cost analysis considering multiple dependent degradation processes and environmental influence.
Reliab. Eng. Syst. Saf.
Bin Liu, Xiujie Zhao, Guoquan Liu, Yiqi Liu
2020 J jnl
Reliability analysis and condition-based maintenance optimization for a warm standby cooling system.
Reliab. Eng. Syst. Saf.
Xiaoyang Ma, Bin Liu, Li Yang, Rui Peng, Xiaodong Zhang
2020 J jnl
Stochastic Filtering Approach for Condition-Based Maintenance Considering Sensor Degradation.
IEEE Trans Autom. Sci. Eng.
Bin Liu, Phuc Do, Benoît Iung, Min Xie
2019 J jnl
A Dynamic Prescriptive Maintenance Model Considering System Aging and Degradation.
IEEE Access
Bin Liu, Jing Lin, Liangwei Zhang, Uday Kumar
2019 J jnl
A Review on Deep Learning Applications in Prognostics and Health Management.
IEEE Access
Liangwei Zhang, Jing Lin, Bin Liu, Zhicong Zhang, Xiaohui Yan, Muheng Wei
2019 J jnl
Development of RVM-Based Multiple-Output Soft Sensors With Serial and Parallel Stacking Strategies.
IEEE Trans. Control. Syst. Technol.
Yiqi Liu, Bin Liu, Xiujie Zhao, Min Xie
2019 J jnl
Modeling of Adaptive Multi-Output Soft-Sensors With Applications in Wastewater Treatments.
IEEE Access
Jing Wu, Hongchao Cheng, Yiqi Liu, Bin Liu, Daoping Huang
2019 J jnl
Optimal maintenance strategy for systems with two failure modes.
Reliab. Eng. Syst. Saf.
Rui Peng, Bin Liu, Qingqing Zhai, Wenbin Wang
2019 J jnl
Optimized Forecast Components-SVM-Based Fault Diagnosis With Applications for Wastewater Treatment.
IEEE Access
Hongchao Cheng, Yiqi Liu, Daoping Huang, Bin Liu
2019 J jnl
Parameter estimation for load-sharing system subject to Wiener degradation process using the expectation-maximization algorithm.
Qual. Reliab. Eng. Int.
Jianyu Xu, Bin Liu, Xiujie Zhao
2019 J jnl
System availability assessment using a parametric Bayesian approach: a case study of balling drums.
Int. J. Syst. Assur. Eng. Manag.
Esi Saari, Jing Lin, Liangwei Zhang, Bin Liu
2018 — conf
A Dynamic Maintenance Strategy for Prognostics and Health Management of Degrading Systems: Application in Locomotive Wheel-sets.
ICPHM
Bin Liu, Jing Lin, Liangwei Zhang, Min Xie
2018 J jnl
A Mixture of Variational Canonical Correlation Analysis for Nonlinear and Quality-Relevant Process Monitoring.
IEEE Trans. Ind. Electron.
Yiqi Liu, Bin Liu, Xiujie Zhao, Min Xie
2018 J jnl
Accelerated Degradation Tests Planning With Competing Failure Modes.
IEEE Trans. Reliab.
Xiujie Zhao, Jianyu Xu, Bin Liu
2018 J jnl
Reliability Modeling and Analysis of Load-Sharing Systems With Continuously Degrading Components.
IEEE Trans. Reliab.
Xiujie Zhao, Bin Liu, Yiqi Liu
2017 J jnl
A condition-based maintenance policy for degrading systems with age- and state-dependent operating cost.
Eur. J. Oper. Res.
Bin Liu, Shaomin Wu, Min Xie, Way Kuo
2017 J jnl
Condition-based maintenance for systems with aging and cumulative damage based on proportional hazards model.
Reliab. Eng. Syst. Saf.
Bin Liu, Zhenglin Liang, Ajith Kumar Parlikad, Min Xie, Way Kuo
2017 J jnl
Maintenance Scheduling for Multicomponent Systems with Hidden Failures.
IEEE Trans. Reliab.
Bin Liu, Ruey-Huei Yeh, Min Xie, Way Kuo
2016 J jnl
An imperfect maintenance policy for mission-oriented systems subject to degradation and external shocks.
Comput. Ind. Eng.
Bin Liu, Min Xie, Zhengguo Xu, Way Kuo
2015 J jnl
Cost analysis for multi-component system with failure interaction under renewing free-replacement warranty.
Eur. J. Oper. Res.
Bin Liu, Jun Wu, Min Xie
2015 — conf
Importance measures for control systems with degrading components.
IEEM
Huadong Mo, Bin Liu, Xun Xiao
2014 J jnl
A value-based preventive maintenance policy for multi-component system with continuously degrading components.
Reliab. Eng. Syst. Saf.
Bin Liu, Zhengguo Xu, Min Xie, Way Kuo