Deep reinforcement learning for condition-based maintenance planning of multi-component systems under dependent competing risks

Reliability Engineering & System Safety ◽

10.1016/j.ress.2020.107094 ◽

2020 ◽

Vol 203 ◽

pp. 107094 ◽

Author(s):

Nailong Zhang ◽

Wujun Si

Keyword(s):

Reinforcement Learning ◽

Competing Risks ◽

Condition Based Maintenance ◽

Maintenance Planning ◽

Component Systems ◽

Dependent Competing Risks

Download Full-text

Optimal maintenance planning for repairable multi-component systems subject to dependent competing risks

IIE Transactions ◽

10.1080/0740817x.2014.974115 ◽

2014 ◽

Vol 47 (5) ◽

pp. 521-532 ◽

Author(s):

Nailong Zhang ◽

Qingyu Yang

Keyword(s):

Competing Risks ◽

Maintenance Planning ◽

Component Systems ◽

Optimal Maintenance ◽

Dependent Competing Risks

Download Full-text

Timely condition-based maintenance planning for multi-component systems

Reliability Engineering & System Safety ◽

10.1016/j.ress.2016.10.032 ◽

2017 ◽

Vol 159 ◽

pp. 310-321 ◽

Author(s):

K. Verbert ◽

B. De Schutter ◽

R. Babuška

Keyword(s):

Condition Based Maintenance ◽

Maintenance Planning ◽

Component Systems

Download Full-text

A novel reliability model for multi-component systems subject to multiple dependent competing risks with degradation rate acceleration

Eksploatacja i Niezawodnosc - Maintenance and Reliability ◽

10.17531/ein.2018.4.9 ◽

2018 ◽

Vol 20 (4) ◽

pp. 579-589 ◽

Author(s):

Yanjing Zhang ◽

Yizhong Ma ◽

Linhan Ouyang ◽

Lijun Liu

Keyword(s):

Competing Risks ◽

Degradation Rate ◽

Reliability Model ◽

Rate Acceleration ◽

Component Systems ◽

Dependent Competing Risks

Download Full-text

Deep reinforcement learning driven inspection and maintenance planning under incomplete information and constraints

Reliability Engineering & System Safety ◽

10.1016/j.ress.2021.107551 ◽

2021 ◽

Vol 212 ◽

pp. 107551

Author(s):

C.P. Andriotis ◽

K.G. Papakonstantinou

Keyword(s):

Reinforcement Learning ◽

Incomplete Information ◽

Maintenance Planning ◽

Inspection And Maintenance

Download Full-text

Generalized condition-based maintenance optimization for multi-component systems considering stochastic dependency and imperfect maintenance

Reliability Engineering & System Safety ◽

10.1016/j.ress.2021.107592 ◽

2021 ◽

Vol 211 ◽

pp. 107592 ◽

Author(s):

Jun Xu ◽

Zhenglin Liang ◽

Yan-Fu Li ◽

Kaibo Wang

Keyword(s):

Condition Based Maintenance ◽

Maintenance Optimization ◽

Imperfect Maintenance ◽

Component Systems

Download Full-text

Statistical inference of adaptive type II progressive hybrid censored data with dependent competing risks under bivariate exponential distribution

Journal of Applied Statistics ◽

10.1080/02664763.2021.1937961 ◽

2021 ◽

pp. 1-21

Author(s):

Yuge Du ◽

Wenhao Gui

Keyword(s):

Statistical Inference ◽

Exponential Distribution ◽

Competing Risks ◽

Censored Data ◽

Type Ii ◽

Bivariate Exponential Distribution ◽

Bivariate Exponential ◽

Dependent Competing Risks

Download Full-text

Optimal prognostic maintenance planning for multi-component systems

Advances in Safety, Reliability and Risk Management ◽

10.1201/b11433-128 ◽

2011 ◽

pp. 910-917 ◽

Author(s):

A Van Horenbeek ◽

L Pintelon

Keyword(s):

Maintenance Planning ◽

Component Systems

Download Full-text

Multi-level condition-based maintenance planning for railway infrastructures – A scenario-based chance-constrained approach

Transportation Research Part C Emerging Technologies ◽

10.1016/j.trc.2017.08.018 ◽

2017 ◽

Vol 84 ◽

pp. 92-123 ◽

Author(s):

Zhou Su ◽

Ali Jamshidi ◽

Alfredo Núñez ◽

Simone Baldi ◽

Bart De Schutter

Keyword(s):

Condition Based Maintenance ◽

Maintenance Planning ◽

Chance Constrained Approach ◽

Download Full-text

26 Bounds on joint survival probabilities with positively dependent competing risks

Handbook of Statistics - Bioenvironmental and Public Health Statistics ◽

10.1016/s0169-7161(00)18028-9 ◽

2000 ◽

pp. 783-801

Author(s):

Sanat K. Sarkar ◽

Kalyan Ghosh

Keyword(s):

Competing Risks ◽

Survival Probabilities ◽

Dependent Competing Risks

Download Full-text

Statistical Methods for Dependent Competing Risks

Lifetime Data: Models in Reliability and Survival Analysis ◽

10.1007/978-1-4757-5654-8_31 ◽

1996 ◽

pp. 233-242 ◽

Author(s):

M. L. Moeschberger ◽

John P. Klein

Keyword(s):

Statistical Methods ◽

Competing Risks ◽

Dependent Competing Risks

Download Full-text