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System reliability-redundancy optimization with cold-standby strategy by an enhanced nest cuckoo optimization algorithm

Author

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  • Mellal, Mohamed Arezki
  • Zio, Enrico

Abstract

Three main ways can be followed to design for system reliability, namely component reliability allocation, redundancy allocation (active or standby) and reliability-redundancy allocation. Standby redundancy provides higher reliability than the active one, but its modelling is more complicated. This paper considers the system reliability-redundancy allocation with cold-standby strategy and proposes a new approach to its solution, called enhanced nest cuckoo optimization algorithm (ENCOA). ENCOA uses more realistic procedures than the cuckoo optimization algorithm (COA) in terms of egg laying and survivor cuckoos, based on advanced studies of the European cuckoo's lifestyle available in the literature. Four case studies are investigated in order to highlight the applicability and the performance of the proposed approach. The results are compared to those obtained in previous works of literature.

Suggested Citation

  • Mellal, Mohamed Arezki & Zio, Enrico, 2020. "System reliability-redundancy optimization with cold-standby strategy by an enhanced nest cuckoo optimization algorithm," Reliability Engineering and System Safety, Elsevier, vol. 201(C).
    • Handle: RePEc:eee:reensy:v:201:y:2020:i:c:s0951832019305423
    DOI: 10.1016/j.ress.2020.106973
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    References listed on IDEAS

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    1. Huang, Xianzhen & Coolen, Frank P.A. & Coolen-Maturi, Tahani, 2019. "A heuristic survival signature based approach for reliability-redundancy allocation," Reliability Engineering and System Safety, Elsevier, vol. 185(C), pages 511-517.
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    4. Mellal, Mohamed Arezki & Zio, Enrico, 2016. "A penalty guided stochastic fractal search approach for system reliability optimization," Reliability Engineering and System Safety, Elsevier, vol. 152(C), pages 213-227.
    5. Abouei Ardakan, Mostafa & Rezvan, Mohammad Taghi, 2018. "Multi-objective optimization of reliability–redundancy allocation problem with cold-standby strategy using NSGA-II," Reliability Engineering and System Safety, Elsevier, vol. 172(C), pages 225-238.
    6. Feizabadi, Mohammad & Jahromi, Abdolhamid Eshraghniaye, 2017. "A new model for reliability optimization of series-parallel systems with non-homogeneous components," Reliability Engineering and System Safety, Elsevier, vol. 157(C), pages 101-112.
    7. Mellal, Mohamed Arezki & Williams, Edward J., 2015. "Cuckoo optimization algorithm with penalty function for combined heat and power economic dispatch problem," Energy, Elsevier, vol. 93(P2), pages 1711-1718.
    8. Mohamed Arezki Mellal & Edward J. Williams, 2016. "Parameter optimization of advanced machining processes using cuckoo optimization algorithm and hoopoe heuristic," Journal of Intelligent Manufacturing, Springer, vol. 27(5), pages 927-942, October.
    9. Chen, Ying & Wang, Ze & Li, YingYi & Kang, Rui & Mosleh, Ali, 2018. "Reliability analysis of a cold-standby system considering the development stages and accumulations of failure mechanisms," Reliability Engineering and System Safety, Elsevier, vol. 180(C), pages 1-12.
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