Bin Liu

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 40

Top Topics

Health Management

Markov Decision Process

Reliability Analysis

Multinomial Logit

Top Venues

Reliab. Eng. Syst. Saf.

Eur. J. Oper. Res.

IEEE Trans. Reliab.

Publications

Jiangji Peng, Haidong Shao, Yiming Xiao, Baoping Cai, Bin Liu
Industrial surface defect detection and localization using multi-scale information focusing and enhancement GANomaly. Expert Syst. Appl. 238 (Part F) (2024)
Jie Wang, Haidong Shao, Ying Peng, Bin Liu
PSparseFormer: Enhancing Fault Feature Extraction Based on Parallel Sparse Self-Attention and Multiscale Broadcast Feedforward Block. IEEE Internet Things J. 11 (13) (2024)
Jianyu Xu, Bin Liu, Xiujie Zhao, Xiao-Lin Wang
Online reinforcement learning for condition-based group maintenance using factored Markov decision processes. Eur. J. Oper. Res. 315 (1) (2024)
Haidong Shao, Xiangdong Zhou, Jian Lin, Bin Liu
Few-Shot Cross-Domain Fault Diagnosis of Bearing Driven by Task-Supervised ANIL. IEEE Internet Things J. 11 (13) (2024)
Tianli Men, Bin Liu, Yan-Fu Li, Yan-Hui Lin, Ying Zhang
Reliability Modeling and Parameter Estimation for High-Speed Train Wheels Subject to Multi-Dimensional Degradation Processes Considering Mutual Dependency. IEEE Trans. Reliab. 73 (2) (2024)
Yi Luo, Xiujie Zhao, Bin Liu, Shuguang He
Condition-based maintenance policy for systems under dynamic environment. Reliab. Eng. Syst. Saf. 246 (2024)
Yanzuo Lai, Haidong Shao, Xinyu Zheng, Baoping Cai, Bin Liu
Automated fault diagnosis of rotating machinery using sub domain greedy Network Architecture search. Adv. Eng. Informatics 62 (2024)
Yiming Xiao, Haidong Shao, Jian Lin, Zhiqiang Huo, Bin Liu
BCE-FL: A Secure and Privacy-Preserving Federated Learning System for Device Fault Diagnosis Under Non-IID Condition in IIoT. IEEE Internet Things J. 11 (8) (2024)
Mingzhi Chen, Haidong Shao, Haoxuan Dou, Wei Li, Bin Liu
Data Augmentation and Intelligent Fault Diagnosis of Planetary Gearbox Using ILoFGAN Under Extremely Limited Samples. IEEE Trans. Reliab. 72 (3) (2023)
Zhonghao Wang, Zhengguo Xu, Bin Liu, Yun Zhang, Qinmin Yang
A Hybrid Cleaning Scheduling Framework for Operations and Maintenance of Photovoltaic Systems. IEEE Trans. Syst. Man Cybern. Syst. 52 (9) (2022)
Bin Liu, Xiujie Zhao, Yiqi Liu, Phuc Do
Maintenance optimisation for systems with multi-dimensional degradation and imperfect inspections. Int. J. Prod. Res. 59 (24) (2021)
Jianyu Xu, Bin Liu, Huadong Mo, Daoyi Dong
Bayesian adversarial multi-node bandit for optimal smart grid protection against cyber attacks. CoRR (2021)
Dongming Fan, Jing Lin, Baoping Cai, Bin Liu
Robustness of maintenance support service networks: attributes, evaluation and improvement. Reliab. Eng. Syst. Saf. 210 (2021)
Kangzhe He, Bin Liu, Min Xie, Phuc Do, Benoît Iung, Way Kuo
Reliability analysis of systems with discrete event data using association rules. Qual. Reliab. Eng. Int. 37 (8) (2021)
Bin Liu, Mahesh D. Pandey, Xiaolin Wang, Xiujie Zhao
A finite-horizon condition-based maintenance policy for a two-unit system with dependent degradation processes. Eur. J. Oper. Res. 295 (2) (2021)
Yiqi Liu, Daoping Huang, Bin Liu, Qiang Feng, Baoping Cai
Adaptive ranking based ensemble learning of Gaussian process regression models for quality-related variable prediction in process industries. Appl. Soft Comput. 101 (2021)
Jianyu Xu, Bin Liu, Huadong Mo, Daoyi Dong
Bayesian adversarial multi-node bandit for optimal smart grid protection against cyber attacks. Autom. 128 (2021)
Xiaoyang Ma, Bin Liu, Li Yang, Rui Peng, Xiaodong Zhang
Reliability analysis and condition-based maintenance optimization for a warm standby cooling system. Reliab. Eng. Syst. Saf. 193 (2020)
Jia Peng, Bin Liu, Yiqi Liu, Xiang Xu
Condition-Based Maintenance Policy for Systems With a Non-Homogeneous Degradation Process. IEEE Access 8 (2020)
Bin Liu, Xiujie Zhao, Guoquan Liu, Yiqi Liu
Life cycle cost analysis considering multiple dependent degradation processes and environmental influence. Reliab. Eng. Syst. Saf. 197 (2020)
Xiaolin Wang, Xiujie Zhao, Bin Liu
Design and pricing of extended warranty menus based on the multinomial logit choice model. Eur. J. Oper. Res. 287 (1) (2020)
Bin Liu, Phuc Do, Benoît Iung, Min Xie
Stochastic Filtering Approach for Condition-Based Maintenance Considering Sensor Degradation. IEEE Trans Autom. Sci. Eng. 17 (1) (2020)
Jianyu Xu, Bin Liu, Xiujie Zhao
Parameter estimation for load-sharing system subject to Wiener degradation process using the expectation-maximization algorithm. Qual. Reliab. Eng. Int. 35 (4) (2019)
Rui Peng, Bin Liu, Qingqing Zhai, Wenbin Wang
Optimal maintenance strategy for systems with two failure modes. Reliab. Eng. Syst. Saf. 188 (2019)
Yiqi Liu, Bin Liu, Xiujie Zhao, Min Xie
Development of RVM-Based Multiple-Output Soft Sensors With Serial and Parallel Stacking Strategies. IEEE Trans. Control. Syst. Technol. 27 (6) (2019)
Jing Wu, Hongchao Cheng, Yiqi Liu, Bin Liu, Daoping Huang
Modeling of Adaptive Multi-Output Soft-Sensors With Applications in Wastewater Treatments. IEEE Access 7 (2019)
Liangwei Zhang, Jing Lin, Bin Liu, Zhicong Zhang, Xiaohui Yan, Muheng Wei
A Review on Deep Learning Applications in Prognostics and Health Management. IEEE Access 7 (2019)
Hongchao Cheng, Yiqi Liu, Daoping Huang, Bin Liu
Optimized Forecast Components-SVM-Based Fault Diagnosis With Applications for Wastewater Treatment. IEEE Access 7 (2019)
Esi Saari, Jing Lin, Liangwei Zhang, Bin Liu
System availability assessment using a parametric Bayesian approach: a case study of balling drums. Int. J. Syst. Assur. Eng. Manag. 10 (4) (2019)
Bin Liu, Jing Lin, Liangwei Zhang, Uday Kumar
A Dynamic Prescriptive Maintenance Model Considering System Aging and Degradation. IEEE Access 7 (2019)
Yiqi Liu, Bin Liu, Xiujie Zhao, Min Xie
A Mixture of Variational Canonical Correlation Analysis for Nonlinear and Quality-Relevant Process Monitoring. IEEE Trans. Ind. Electron. 65 (8) (2018)
Xiujie Zhao, Jianyu Xu, Bin Liu
Accelerated Degradation Tests Planning With Competing Failure Modes. IEEE Trans. Reliab. 67 (1) (2018)
Bin Liu, Jing Lin, Liangwei Zhang, Min Xie
A Dynamic Maintenance Strategy for Prognostics and Health Management of Degrading Systems: Application in Locomotive Wheel-sets. ICPHM (2018)
Xiujie Zhao, Bin Liu, Yiqi Liu
Reliability Modeling and Analysis of Load-Sharing Systems With Continuously Degrading Components. IEEE Trans. Reliab. 67 (3) (2018)
Bin Liu, Zhenglin Liang, Ajith Kumar Parlikad, Min Xie, Way Kuo
Condition-based maintenance for systems with aging and cumulative damage based on proportional hazards model. Reliab. Eng. Syst. Saf. 168 (2017)
Bin Liu, Shaomin Wu, Min Xie, Way Kuo
A condition-based maintenance policy for degrading systems with age- and state-dependent operating cost. Eur. J. Oper. Res. 263 (3) (2017)
Bin Liu, Ruey Huei Yeh, Min Xie, Way Kuo
Maintenance Scheduling for Multicomponent Systems with Hidden Failures. IEEE Trans. Reliab. 66 (4) (2017)
Bin Liu, Min Xie, Zhengguo Xu, Way Kuo
An imperfect maintenance policy for mission-oriented systems subject to degradation and external shocks. Comput. Ind. Eng. 102 (2016)
Huadong Mo, Bin Liu, Xun Xiao
Importance measures for control systems with degrading components. IEEM (2015)
Bin Liu, Jun Wu, Min Xie
Cost analysis for multi-component system with failure interaction under renewing free-replacement warranty. Eur. J. Oper. Res. 243 (3) (2015)
Bin Liu, Zhengguo Xu, Min Xie, Way Kuo
A value-based preventive maintenance policy for multi-component system with continuously degrading components. Reliab. Eng. Syst. Saf. 132 (2014)