A model-based reinforcement learning approach for maintenance optimization of degrading systems in a large state space

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• Finished

  GRF: Importance Analysis and Maintenance Decisions of Complex Systems with Dependent Components

  XIE, M. (Principal Investigator / Project Coordinator) & Parlikad, A. K. (Co-Investigator)

  1/11/19 → 23/04/24

  Project: Research

  • Systems Performance 100%
  • Fault Diagnosis 81%
  • Event-triggered 76%
  • Degradation Process 65%
  • Feature Extraction 65%

• TBRS: Safety, Reliability, and Disruption Management of High Speed Rail and Metro Systems

  XIE, M. (Principal Investigator / Project Coordinator), BENSOUSSAN, A. (Co-Principal Investigator), LO, S. M. (Co-Principal Investigator), SHOU, B. (Co-Principal Investigator), SINGPURWALLA, N. D. (Co-Principal Investigator), TSE, W. T. P. (Co-Principal Investigator), TSUI, K. L. (Co-Principal Investigator), YU, Y. (Co-Principal Investigator), YUEN, K. K. R. (Co-Principal Investigator), CHAN, A. B. (Co-Investigator), CHAN, N.-H. (Co-Investigator), CHIN, K. S. (Co-Investigator), CHOW, H. A. (Co-Investigator), Chow, W. K. (Co-Investigator), EDESESS, M. (Co-Investigator), GOLDSMAN, D. M. (Co-Investigator), Huang, J. (Co-Investigator), LEE, W. M. (Co-Investigator), LI, L. (Co-Investigator), LI, C. L. (Co-Investigator), LING, M. H. A. (Co-Investigator), LIU, S. (Co-Investigator), MURAKAMI, J. (Co-Investigator), NG, S. Y. S. (Co-Investigator), NI, M. C. (Co-Investigator), TAN, M.H.-Y. (Co-Investigator), Wang, W. (Co-Investigator), Wang, J. (Co-Investigator), WONG, C. K. (Co-Investigator), WONG, S. Y. Z. (Co-Investigator), WONG, S. C. (Co-Investigator), Xu, Z. (Co-Investigator), ZHANG, Z. (Co-Investigator), Zhang, D. (Co-Investigator), ZHAO, J. L. (Co-Investigator) & Zhou, Q. (Co-Investigator)

  1/01/16 → 31/12/21

  Project: Research

  • Railway 100%
  • Metro 64%
  • Time Series Analysis 54%
  • Decision-Making 53%
  • Time Series 50%