A value-based preventive maintenance policy for multi-component system with continuously degrading components. - Bin Liu 025; Zhengguo Xu; Min Xie 001; Way Kuo (Reliab. Eng. Syst. Saf., 2014)

Importance measures for control systems with degrading components. - Huadong Mo; Bin Liu 025; Xun Xiao (IEEM, 2015)

Cost analysis for multi-component system with failure interaction under renewing free-replacement warranty. - Bin Liu 025; Jun Wu; Min Xie 001 (Eur. J. Oper. Res., 2015)

An imperfect maintenance policy for mission-oriented systems subject to degradation and external shocks. - Bin Liu 025; Min Xie 001; Zhengguo Xu; Way Kuo (Comput. Ind. Eng., 2016)

A condition-based maintenance policy for degrading systems with age- and state-dependent operating cost. - Bin Liu 025; Shaomin Wu; Min Xie 001; Way Kuo (Eur. J. Oper. Res., 2017)

Condition-based maintenance for systems with aging and cumulative damage based on proportional hazards model. - Bin Liu 025; Zhenglin Liang; Ajith Kumar Parlikad; Min Xie 001; Way Kuo (Reliab. Eng. Syst. Saf., 2017)

Maintenance Scheduling for Multicomponent Systems with Hidden Failures. - Bin Liu 025; Ruey-Huei Yeh; Min Xie 001; Way Kuo (IEEE Trans. Reliab., 2017)

A Dynamic Maintenance Strategy for Prognostics and Health Management of Degrading Systems: Application in Locomotive Wheel-sets. - Bin Liu 025; Jing Lin 003; Liangwei Zhang; Min Xie 001 (ICPHM, 2018)

A Mixture of Variational Canonical Correlation Analysis for Nonlinear and Quality-Relevant Process Monitoring. - Yiqi Liu; Bin Liu 025; Xiujie Zhao; Min Xie 001 (IEEE Trans. Ind. Electron., 2018)

Reliability Modeling and Analysis of Load-Sharing Systems With Continuously Degrading Components. - Xiujie Zhao; Bin Liu 025; Yiqi Liu (IEEE Trans. Reliab., 2018)

Accelerated Degradation Tests Planning With Competing Failure Modes. - Xiujie Zhao; Jianyu Xu; Bin Liu 025 (IEEE Trans. Reliab., 2018)

Optimized Forecast Components-SVM-Based Fault Diagnosis With Applications for Wastewater Treatment. - Hongchao Cheng; Yiqi Liu; Daoping Huang; Bin Liu 025 (IEEE Access, 2019)

A Dynamic Prescriptive Maintenance Model Considering System Aging and Degradation. - Bin Liu 025; Jing Lin 003; Liangwei Zhang; Uday Kumar (IEEE Access, 2019)

Modeling of Adaptive Multi-Output Soft-Sensors With Applications in Wastewater Treatments. - Jing Wu; Hongchao Cheng; Yiqi Liu; Bin Liu 025; Daoping Huang (IEEE Access, 2019)

A Review on Deep Learning Applications in Prognostics and Health Management. - Liangwei Zhang; Jing Lin 003; Bin Liu 025; Zhicong Zhang; Xiaohui Yan; Muheng Wei (IEEE Access, 2019)

Parameter estimation for load-sharing system subject to Wiener degradation process using the expectation-maximization algorithm. - Jianyu Xu; Bin Liu 025; Xiujie Zhao (Qual. Reliab. Eng. Int., 2019)

Optimal maintenance strategy for systems with two failure modes. - Rui Peng 001; Bin Liu 025; Qingqing Zhai; Wenbin Wang 002 (Reliab. Eng. Syst. Saf., 2019)

System availability assessment using a parametric Bayesian approach: a case study of balling drums. - Esi Saari; Jing Lin 003; Liangwei Zhang; Bin Liu 025 (Int. J. Syst. Assur. Eng. Manag., 2019)

Development of RVM-Based Multiple-Output Soft Sensors With Serial and Parallel Stacking Strategies. - Yiqi Liu; Bin Liu 025; Xiujie Zhao; Min Xie 001 (IEEE Trans. Control. Syst. Technol., 2019)

Condition-Based Maintenance Policy for Systems With a Non-Homogeneous Degradation Process. - Jia Peng; Bin Liu 025; Yiqi Liu; Xiang Xu (IEEE Access, 2020)

Design and pricing of extended warranty menus based on the multinomial logit choice model. - Xiaolin Wang 005; Xiujie Zhao; Bin Liu 025 (Eur. J. Oper. Res., 2020)

Life cycle cost analysis considering multiple dependent degradation processes and environmental influence. - Bin Liu 025; Xiujie Zhao; Guoquan Liu; Yiqi Liu (Reliab. Eng. Syst. Saf., 2020)

Reliability analysis and condition-based maintenance optimization for a warm standby cooling system. - Xiaoyang Ma; Bin Liu 025; Li Yang 004; Rui Peng 001; Xiaodong Zhang 021 (Reliab. Eng. Syst. Saf., 2020)

Stochastic Filtering Approach for Condition-Based Maintenance Considering Sensor Degradation. - Bin Liu 025; Phuc Do; Benoît Iung; Min Xie 001 (IEEE Trans Autom. Sci. Eng., 2020)

Adaptive ranking based ensemble learning of Gaussian process regression models for quality-related variable prediction in process industries. - Yiqi Liu; Daoping Huang; Bin Liu 025; Qiang Feng; Baoping Cai (Appl. Soft Comput., 2021)

Bayesian adversarial multi-node bandit for optimal smart grid protection against cyber attacks. - Jianyu Xu; Bin Liu 025; Huadong Mo; Daoyi Dong (Autom., 2021)

A finite-horizon condition-based maintenance policy for a two-unit system with dependent degradation processes. - Bin Liu 025; Mahesh D. Pandey; Xiaolin Wang 005; Xiujie Zhao (Eur. J. Oper. Res., 2021)

Maintenance optimisation for systems with multi-dimensional degradation and imperfect inspections. - Bin Liu 025; Xiujie Zhao; Yiqi Liu; Phuc Do (Int. J. Prod. Res., 2021)

Reliability analysis of systems with discrete event data using association rules. - Kangzhe He; Bin Liu 025; Min Xie 001; Phuc Do; Benoît Iung; Way Kuo (Qual. Reliab. Eng. Int., 2021)

Robustness of maintenance support service networks: attributes, evaluation and improvement. - Dongming Fan; Jing Lin 003; Baoping Cai; Bin Liu 025 (Reliab. Eng. Syst. Saf., 2021)

A Hybrid Cleaning Scheduling Framework for Operations and Maintenance of Photovoltaic Systems. - Zhonghao Wang; Zhengguo Xu; Bin Liu 025; Yun Zhang; Qinmin Yang (IEEE Trans. Syst. Man Cybern. Syst., 2022)

Hybrid robust convolutional autoencoder for unsupervised anomaly detection of machine tools under noises. - Shen Yan 001; Haidong Shao; Yiming Xiao; Bin Liu 025; Jiafu Wan (Robotics Comput. Integr. Manuf., 2023)

Condition-based maintenance for a multi-component system in a dynamic operating environment. - Nan Zhang; Yingjun Deng; Bin Liu 025; Jun Zhang (Reliab. Eng. Syst. Saf., 2023)

Imperfect maintenance policies for warranted products under stochastic performance degradation. - Xiujie Zhao; Bin Liu 025; Jianyu Xu; Xiao-Lin Wang 005 (Eur. J. Oper. Res., 2023)

FGDAE: A new machinery anomaly detection method towards complex operating conditions. - Shen Yan 001; Haidong Shao; Zhishan Min; Jiangji Peng; Baoping Cai; Bin Liu 025 (Reliab. Eng. Syst. Saf., 2023)

Data Augmentation and Intelligent Fault Diagnosis of Planetary Gearbox Using ILoFGAN Under Extremely Limited Samples. - Mingzhi Chen 002; Haidong Shao; Haoxuan Dou; Wei Li 191; Bin Liu 025 (IEEE Trans. Reliab., 2023)

C-ECAFormer: A new lightweight fault diagnosis framework towards heavy noise and small samples. - Jie Wang 160; Haidong Shao; Shen Yan 001; Bin Liu 025 (Eng. Appl. Artif. Intell., 2023)

Generalized MAML for few-shot cross-domain fault diagnosis of bearing driven by heterogeneous signals. - Jian Lin; Haidong Shao; Xiangdong Zhou; Baoping Cai; Bin Liu 025 (Expert Syst. Appl., 2023)

Digital twin-assisted imbalanced fault diagnosis framework using subdomain adaptive mechanism and margin-aware regularization. - Shen Yan 001; Xiang Zhong; Haidong Shao; Yuhang Ming 002; Chao Liu 031; Bin Liu 025 (Reliab. Eng. Syst. Saf., 2023)

Special issue on collaborative production and maintenance in the environment of big data and industry 4.0. - Bin Liu 025; Kerem Akartunali; Stéphane Dauzère-Pérès; Shaomin Wu (Int. J. Prod. Res., 2023)

Automated fault diagnosis of rotating machinery using sub domain greedy Network Architecture search. - Yanzuo Lai; Haidong Shao; Xinyu Zheng; Baoping Cai; Bin Liu 025 (Adv. Eng. Informatics, 2024)

SFDA-T: A novel source-free domain adaptation method with strong generalization ability for fault diagnosis. - Jie Wang 160; Haidong Shao; Yiming Xiao; Bin Liu 025 (Adv. Eng. Informatics, 2024)

Online reinforcement learning for condition-based group maintenance using factored Markov decision processes. - Jianyu Xu; Bin Liu 025; Xiujie Zhao; Xiao-Lin Wang 005 (Eur. J. Oper. Res., 2024)

Utilizing Bayesian generalization network for reliable fault diagnosis of machinery with limited data. - Minjie Feng; Haidong Shao; Minghui Shao; Yiming Xiao; Jie Wang 160; Bin Liu 025 (Knowl. Based Syst., 2024)

Transfer graph feature alignment guided multi-source domain adaptation network for machinery fault diagnosis. - Zhengwu Liu; Xiang Zhong; Haidong Shao; Shen Yan 001; Bin Liu 025 (Knowl. Based Syst., 2024)

Meta-learning with elastic prototypical network for fault transfer diagnosis of bearings under unstable speeds. - Jingjie Luo; Haidong Shao; Jian Lin; Bin Liu 025 (Reliab. Eng. Syst. Saf., 2024)

Condition-based maintenance policy for systems under dynamic environment. - Yi Luo; Xiujie Zhao; Bin Liu 025; Shuguang He 001 (Reliab. Eng. Syst. Saf., 2024)

rgfc-Forest: An enhanced deep forest method towards small-sample fault diagnosis of electromechanical system. - Yuhang Ming 002; Haidong Shao; Baoping Cai; Bin Liu 025 (Expert Syst. Appl., 2024)

Industrial surface defect detection and localization using multi-scale information focusing and enhancement GANomaly. - Jiangji Peng; Haidong Shao; Yiming Xiao; Baoping Cai; Bin Liu 025 (Expert Syst. Appl., 2024)

LiConvFormer: A lightweight fault diagnosis framework using separable multiscale convolution and broadcast self-attention. - Shen Yan 001; Haidong Shao; Jie Wang 160; Xinyu Zheng; Bin Liu 025 (Expert Syst. Appl., 2024)

BCE-FL: A Secure and Privacy-Preserving Federated Learning System for Device Fault Diagnosis Under Non-IID Condition in IIoT. - Yiming Xiao; Haidong Shao; Jian Lin; Zhiqiang Huo; Bin Liu 025 (IEEE Internet Things J., 2024)

Reliability Modeling and Parameter Estimation for High-Speed Train Wheels Subject to Multi-Dimensional Degradation Processes Considering Mutual Dependency. - Tianli Men; Bin Liu 025; Yan-Fu Li; Yan-Hui Lin; Ying Zhang 069 (IEEE Trans. Reliab., 2024)

Few-Shot Cross-Domain Fault Diagnosis of Bearing Driven by Task-Supervised ANIL. - Haidong Shao; Xiangdong Zhou; Jian Lin; Bin Liu 025 (IEEE Internet Things J., 2024)

PSparseFormer: Enhancing Fault Feature Extraction Based on Parallel Sparse Self-Attention and Multiscale Broadcast Feedforward Block. - Jie Wang 160; Haidong Shao; Ying Peng; Bin Liu 025 (IEEE Internet Things J., 2024)

Graph structure learning guided multi-source-free domain adaptation for mechanical fault diagnosis. - Zhengwu Liu; Xiang Zhong; Haidong Shao; Bin Liu 025 (Adv. Eng. Informatics, 2025)

SAFS-Net: A novel health indicator extraction and fault early warning method for machinery. - Minghui Shao; Haidong Shao; Minjie Feng; Shen Yan 001; Bin Liu 025 (Adv. Eng. Informatics, 2025)

Domain generalization for rotating machinery fault diagnosis: A survey. - Yiming Xiao; Haidong Shao; Shen Yan 001; Jie Wang 160; Ying Peng; Bin Liu 025 (Adv. Eng. Informatics, 2025)

Domain-augmented meta ensemble learning for mechanical fault diagnosis from heterogeneous source domains to unseen target domains. - Yiming Xiao; Haidong Shao; Jie Wang 160; Baoping Cai; Bin Liu 025 (Expert Syst. Appl., 2025)

From deterministic to Bayesian: Adapting pre-trained models for human-computer collaborative fault diagnosis via post-hoc uncertainty. - Yiming Xiao; Haidong Shao; Jie Wang 160; Baoping Cai; Bin Liu 025 (J. Ind. Inf. Integr., 2025)

A novel interpretable fault diagnosis method using multi-image feature extraction and attention fusion. - Jie Wang 160; Haidong Shao; Jing He; Le Liu; Jingqiang Ma; Bin Liu 025 (Pattern Recognit. Lett., 2025)