Bin Liu
Orcid: 0000-0002-3946-8124Affiliations:
- University of Strathclyde, Department of Management Science, Glasgow, UK
- University of Waterloo, ON, Canada
- City University of Hong Kong, Department of Systems Engineering and Engineering Management, Kowloon, Hong Kong
According to our database1,
Bin Liu
authored at least 48 papers
between 2014 and 2025.
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Bibliography
2025
Domain-augmented meta ensemble learning for mechanical fault diagnosis from heterogeneous source domains to unseen target domains.
Expert Syst. Appl., 2025
2024
PSparseFormer: Enhancing Fault Feature Extraction Based on Parallel Sparse Self-Attention and Multiscale Broadcast Feedforward Block.
IEEE Internet Things J., July, 2024
IEEE Internet Things J., July, 2024
Reliability Modeling and Parameter Estimation for High-Speed Train Wheels Subject to Multi-Dimensional Degradation Processes Considering Mutual Dependency.
IEEE Trans. Reliab., June, 2024
BCE-FL: A Secure and Privacy-Preserving Federated Learning System for Device Fault Diagnosis Under Non-IID Condition in IIoT.
IEEE Internet Things J., April, 2024
Industrial surface defect detection and localization using multi-scale information focusing and enhancement GANomaly.
Expert Syst. Appl., March, 2024
rgfc-Forest: An enhanced deep forest method towards small-sample fault diagnosis of electromechanical system.
Expert Syst. Appl., March, 2024
Reliab. Eng. Syst. Saf., 2024
Utilizing Bayesian generalization network for reliable fault diagnosis of machinery with limited data.
Knowl. Based Syst., 2024
Online reinforcement learning for condition-based group maintenance using factored Markov decision processes.
Eur. J. Oper. Res., 2024
Automated fault diagnosis of rotating machinery using sub domain greedy Network Architecture search.
Adv. Eng. Informatics, 2024
2023
Special issue on collaborative production and maintenance in the environment of big data and industry 4.0.
Int. J. Prod. Res., December, 2023
Digital twin-assisted imbalanced fault diagnosis framework using subdomain adaptive mechanism and margin-aware regularization.
Reliab. Eng. Syst. Saf., November, 2023
Generalized MAML for few-shot cross-domain fault diagnosis of bearing driven by heterogeneous signals.
Expert Syst. Appl., November, 2023
Data Augmentation and Intelligent Fault Diagnosis of Planetary Gearbox Using ILoFGAN Under Extremely Limited Samples.
IEEE Trans. Reliab., September, 2023
FGDAE: A new machinery anomaly detection method towards complex operating conditions.
Reliab. Eng. Syst. Saf., August, 2023
Imperfect maintenance policies for warranted products under stochastic performance degradation.
Eur. J. Oper. Res., July, 2023
2022
A Hybrid Cleaning Scheduling Framework for Operations and Maintenance of Photovoltaic Systems.
IEEE Trans. Syst. Man Cybern. Syst., 2022
2021
Robustness of maintenance support service networks: attributes, evaluation and improvement.
Reliab. Eng. Syst. Saf., 2021
Qual. Reliab. Eng. Int., 2021
Maintenance optimisation for systems with multi-dimensional degradation and imperfect inspections.
Int. J. Prod. Res., 2021
A finite-horizon condition-based maintenance policy for a two-unit system with dependent degradation processes.
Eur. J. Oper. Res., 2021
Bayesian adversarial multi-node bandit for optimal smart grid protection against cyber attacks.
Autom., 2021
Adaptive ranking based ensemble learning of Gaussian process regression models for quality-related variable prediction in process industries.
Appl. Soft Comput., 2021
2020
Stochastic Filtering Approach for Condition-Based Maintenance Considering Sensor Degradation.
IEEE Trans Autom. Sci. Eng., 2020
Reliability analysis and condition-based maintenance optimization for a warm standby cooling system.
Reliab. Eng. Syst. Saf., 2020
Life cycle cost analysis considering multiple dependent degradation processes and environmental influence.
Reliab. Eng. Syst. Saf., 2020
Design and pricing of extended warranty menus based on the multinomial logit choice model.
Eur. J. Oper. Res., 2020
Condition-Based Maintenance Policy for Systems With a Non-Homogeneous Degradation Process.
IEEE Access, 2020
2019
Development of RVM-Based Multiple-Output Soft Sensors With Serial and Parallel Stacking Strategies.
IEEE Trans. Control. Syst. Technol., 2019
System availability assessment using a parametric Bayesian approach: a case study of balling drums.
Int. J. Syst. Assur. Eng. Manag., 2019
Reliab. Eng. Syst. Saf., 2019
Parameter estimation for load-sharing system subject to Wiener degradation process using the expectation-maximization algorithm.
Qual. Reliab. Eng. Int., 2019
IEEE Access, 2019
Modeling of Adaptive Multi-Output Soft-Sensors With Applications in Wastewater Treatments.
IEEE Access, 2019
IEEE Access, 2019
Optimized Forecast Components-SVM-Based Fault Diagnosis With Applications for Wastewater Treatment.
IEEE Access, 2019
2018
IEEE Trans. Reliab., 2018
Reliability Modeling and Analysis of Load-Sharing Systems With Continuously Degrading Components.
IEEE Trans. Reliab., 2018
A Mixture of Variational Canonical Correlation Analysis for Nonlinear and Quality-Relevant Process Monitoring.
IEEE Trans. Ind. Electron., 2018
A Dynamic Maintenance Strategy for Prognostics and Health Management of Degrading Systems: Application in Locomotive Wheel-sets.
Proceedings of the 2018 IEEE International Conference on Prognostics and Health Management, 2018
2017
IEEE Trans. Reliab., 2017
Condition-based maintenance for systems with aging and cumulative damage based on proportional hazards model.
Reliab. Eng. Syst. Saf., 2017
A condition-based maintenance policy for degrading systems with age- and state-dependent operating cost.
Eur. J. Oper. Res., 2017
2016
An imperfect maintenance policy for mission-oriented systems subject to degradation and external shocks.
Comput. Ind. Eng., 2016
2015
Cost analysis for multi-component system with failure interaction under renewing free-replacement warranty.
Eur. J. Oper. Res., 2015
Proceedings of the 2015 IEEE International Conference on Industrial Engineering and Engineering Management, 2015
2014
A value-based preventive maintenance policy for multi-component system with continuously degrading components.
Reliab. Eng. Syst. Saf., 2014