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Importance-based system cost management and failure risk analysis for different phases in life cycle

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  • Dui, Hongyan
  • Lu, Yaohui
  • Chen, Liwei

Abstract

System life cycle can be divided into four phases: the production phase, the operation phase, maintenance phase and the end-of-life phase. Component failure leads to the different variable costs in different phases. Existing studies have investigated systems from a cost-effectiveness perspective of the operation and maintenance stage, which may not be holistic. Furthermore, the expected failure cost can be used to evaluate the failure risk. In this paper, a generalized system cost for different phases is analyzed in life cycle, then a risk optimization is studied based on an improvement importance. Firstly, a comprehensive life cycle cost model is proposed. Specifically, the operation and maintenance costs due to the different types of component failures are discussed, respectively. Besides, a specific selection method for performing end-of-life in case of component failure is given using the recovery importance. Secondly, an improvement importance is proposed to optimize system reliability under invariant resources. Thirdly, the specific process of the failure risk under limited resource using improvement importance is analyzed. Finally, the proposed methods are verified using two applications, and a discussion on unlimited resources for risk optimization is given.

Suggested Citation

  • Dui, Hongyan & Lu, Yaohui & Chen, Liwei, 2024. "Importance-based system cost management and failure risk analysis for different phases in life cycle," Reliability Engineering and System Safety, Elsevier, vol. 242(C).
    • Handle: RePEc:eee:reensy:v:242:y:2024:i:c:s0951832023006993
    DOI: 10.1016/j.ress.2023.109785
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    as
    1. Levitin, Gregory & Xing, Liudong & Dai, Yuanshun, 2018. "Co-residence based data vulnerability vs. security in cloud computing system with random server assignment," European Journal of Operational Research, Elsevier, vol. 267(2), pages 676-686.
    2. Compare, Michele & Antonello, Federico & Pinciroli, Luca & Zio, Enrico, 2022. "A general model for life-cycle cost analysis of Condition-Based Maintenance enabled by PHM capabilities," Reliability Engineering and System Safety, Elsevier, vol. 224(C).
    3. Dui, Hongyan & Si, Shubin & Yam, Richard C.M., 2017. "A cost-based integrated importance measure of system components for preventive maintenance," Reliability Engineering and System Safety, Elsevier, vol. 168(C), pages 98-104.
    4. Di Maio, Francesco & Marchetti, Stefano & Zio, Enrico, 2023. "Robust multi-objective optimization of safety barriers performance parameters for NaTech scenarios risk assessment and management," Reliability Engineering and System Safety, Elsevier, vol. 235(C).
    5. Levitin, Gregory & Finkelstein, Maxim & Li, Yan-Feng, 2020. "Balancing mission success probability and risk of system loss by allocating redundancy in systems operating with a rescue option," Reliability Engineering and System Safety, Elsevier, vol. 195(C).
    6. Levitin, Gregory & Finkelstein, Maxim & Dai, Yuanshun, 2018. "Mission abort policy balancing the uncompleted mission penalty and system loss risk," Reliability Engineering and System Safety, Elsevier, vol. 176(C), pages 194-201.
    7. Jayaraman, Deepan & Ramu, Palaniappan, 2023. "L-moments and Bayesian inference for probabilistic risk assessment with scarce samples that include extremes," Reliability Engineering and System Safety, Elsevier, vol. 235(C).
    8. Gandhi, Oktoviano & Rodríguez-Gallegos, Carlos D. & Zhang, Wenjie & Reindl, Thomas & Srinivasan, Dipti, 2022. "Levelised cost of PV integration for distribution networks," Renewable and Sustainable Energy Reviews, Elsevier, vol. 169(C).
    9. Levitin, Gregory & Xing, Liudong & Dai, Yuanshun, 2022. "Minimizing mission cost for production system with unreliable storage," Reliability Engineering and System Safety, Elsevier, vol. 227(C).
    10. Chen, Liwei & Cheng, Chunchun & Dui, Hongyan & Xing, Liudong, 2022. "Maintenance cost-based importance analysis under different maintenance strategies," Reliability Engineering and System Safety, Elsevier, vol. 222(C).
    11. Kristjanpoller, Fredy & Cárdenas-Pantoja, Nicolás & Viveros, Pablo & Pascual, Rodrigo, 2023. "Wind farm life cycle cost modelling based on oversizing capacity under load sharing configuration," Reliability Engineering and System Safety, Elsevier, vol. 236(C).
    12. Juybari, Mohammad N. & Hamadani, Ali Zeinal & Ardakan, Mostafa Abouei, 2023. "Availability analysis and cost optimization of a repairable system with a mix of active and warm-standby components in a shock environment," Reliability Engineering and System Safety, Elsevier, vol. 237(C).
    13. Dui, Hongyan & Lu, Yaohui & Gao, Zhanfei & Xing, Liudong, 2023. "Performance efficiency and cost analysis of multi-state systems with successive damage and maintenance in multiple shock events," Reliability Engineering and System Safety, Elsevier, vol. 238(C).
    14. Parhizkar, Tarannom & Hogenboom, Sandra & Vinnem, Jan Erik & Utne, Ingrid Bouwer, 2020. "Data driven approach to risk management and decision support for dynamic positioning systems," Reliability Engineering and System Safety, Elsevier, vol. 201(C).
    15. Zheng, Xiaoyu & Tamaki, Hitoshi & Sugiyama, Tomoyuki & Maruyama, Yu, 2022. "Dynamic probabilistic risk assessment of nuclear power plants using multi-fidelity simulations," Reliability Engineering and System Safety, Elsevier, vol. 223(C).
    16. Wang, Ning & Gao, Ying & He, Jia-tao & Yang, Jun, 2022. "Robustness evaluation of the air cargo network considering node importance and attack cost," Reliability Engineering and System Safety, Elsevier, vol. 217(C).
    17. Rocchetta, R. & Li, Y.F. & Zio, E., 2015. "Risk assessment and risk-cost optimization of distributed power generation systems considering extreme weather conditions," Reliability Engineering and System Safety, Elsevier, vol. 136(C), pages 47-61.
    18. Dui, Hongyan & Xu, Huiting & Zhang, Luyu & Wang, Jia, 2023. "Cost-based preventive maintenance of industrial robot system," Reliability Engineering and System Safety, Elsevier, vol. 240(C).
    19. Dui, Hongyan & Li, Shumin & Xing, Liudong & Liu, Hanlin, 2019. "System performance-based joint importance analysis guided maintenance for repairable systems," Reliability Engineering and System Safety, Elsevier, vol. 186(C), pages 162-175.
    20. Liu, Tao & Bai, Guanghan & Tao, Junyong & Zhang, Yun-An & Fang, Yining, 2024. "A Multistate Network Approach for Resilience Analysis of UAV Swarm considering Information Exchange Capacity," Reliability Engineering and System Safety, Elsevier, vol. 241(C).
    21. Pang, Bizhao & Hu, Xinting & Dai, Wei & Low, Kin Huat, 2022. "UAV path optimization with an integrated cost assessment model considering third-party risks in metropolitan environments," Reliability Engineering and System Safety, Elsevier, vol. 222(C).
    22. Francesco Di Maio & Stefano Marchetti & Enrico Zio, 2023. "Robust multi-objective optimization of safety barriers performance parameters for NaTech scenarios risk assessment and management," Post-Print hal-04103505, HAL.
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