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Optimal connecting elements allocation in linear consecutively-connected systems with phased mission and common cause failures

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  • Levitin, Gregory
  • Xing, Liudong
  • Yu, Shengji

Abstract

This paper considers linear consecutively-connected systems (LCCSs) subject to multiple phases of mission and common cause failures. Many real-world systems such as communication networks and flow transmission systems can be modeled as a phased-mission LCCS (PM-LCCS) that consists of linearly ordered nodes with some of them containing one or multiple connection elements (CEs). Each of these CEs provides a connection between its host node and a certain number of downstream nodes depending on the connection range of the CE; they work together to provide path connectivity between a pair of source and destination nodes specified in the transmission task. Common cause failures (CCFs) can occur in a node and destroy all CEs located in that node. The system fails if the source and destination nodes are disconnected. The considered PM-LCCS must perform a sequence of transmission tasks over multiple non-overlapping phases that can be subjected to different stresses and environment conditions, causing dynamics in elements failure behavior. During each phase the system may be required to provide continuous connection along a different path of nodes, and common nodes may appear in different paths causing statistical dependence across the phases. In this paper, the problem of optimal allocation of CEs to nodes in PM-LCCSs with CCFs is formulated and solved for maximizing the overall mission reliability. The proposed methodology includes a recursive reliability evaluation algorithm for PM-LCCSs which takes into account CCFs, phase dependence as well as dynamics in path configuration and elements failure behaviors. A genetic algorithm is then adapted for solving the formulated optimal allocation problem for PM-LCCSs with CCFs. The proposed approach is illustrated using examples.

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  • Levitin, Gregory & Xing, Liudong & Yu, Shengji, 2014. "Optimal connecting elements allocation in linear consecutively-connected systems with phased mission and common cause failures," Reliability Engineering and System Safety, Elsevier, vol. 130(C), pages 85-94.
    • Handle: RePEc:eee:reensy:v:130:y:2014:i:c:p:85-94
    DOI: 10.1016/j.ress.2014.04.028
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    References listed on IDEAS

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    1. Levitin, Gregory & Xing, Liudong & Amari, Suprasad V. & Dai, Yuanshun, 2013. "Reliability of non-repairable phased-mission systems with propagated failures," Reliability Engineering and System Safety, Elsevier, vol. 119(C), pages 218-228.
    2. Levitin, Gregory, 2003. "Optimal allocation of multi-state elements in linear consecutively connected systems with vulnerable nodes," European Journal of Operational Research, Elsevier, vol. 150(2), pages 406-419, October.
    3. Levitin, Gregory, 2005. "Uneven allocation of elements in linear multi-state sliding window system," European Journal of Operational Research, Elsevier, vol. 163(2), pages 418-433, June.
    4. Gregory Levitin, 2005. "The Universal Generating Function in Reliability Analysis and Optimization," Springer Series in Reliability Engineering, Springer, number 978-1-84628-245-4, March.
    5. Xing, Liudong & Levitin, Gregory, 2013. "BDD-based reliability evaluation of phased-mission systems with internal/external common-cause failures," Reliability Engineering and System Safety, Elsevier, vol. 112(C), pages 145-153.
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    Citations

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    Cited by:

    1. Peng, Rui & Wu, Di & Xiao, Hui & Xing, Liudong & Gao, Kaiye, 2019. "Redundancy versus protection for a non-reparable phased-mission system subject to external impacts," Reliability Engineering and System Safety, Elsevier, vol. 191(C).
    2. Xing, Liudong & Levitin, Gregory, 2018. "Connectivity modeling and optimization of linear consecutively connected systems with repairable connecting elements," European Journal of Operational Research, Elsevier, vol. 264(2), pages 732-741.
    3. Wang, Chaonan & Xing, Liudong & Levitin, Gregory, 2015. "Probabilistic common cause failures in phased-mission systems," Reliability Engineering and System Safety, Elsevier, vol. 144(C), pages 53-60.
    4. Park, Jae-Hyun, 2017. "Time-dependent reliability of wireless networks with dependent failures," Reliability Engineering and System Safety, Elsevier, vol. 165(C), pages 47-61.
    5. Levitin, Gregory & Xing, Liudong & Dai, Yuanshun, 2024. "Consecutively connected systems with unreliable resource generators and storages," Reliability Engineering and System Safety, Elsevier, vol. 241(C).
    6. Lu, Ji-Min & Wu, Xiao-Yue & Liu, Yiliu & Ann Lundteigen, Mary, 2015. "Reliability analysis of large phased-mission systems with repairable components based on success-state sampling," Reliability Engineering and System Safety, Elsevier, vol. 142(C), pages 123-133.
    7. Wu, Xin-yang & Wu, Xiao-Yue, 2015. "Extended object-oriented Petri net model for mission reliability simulation of repairable PMS with common cause failures," Reliability Engineering and System Safety, Elsevier, vol. 136(C), pages 109-119.
    8. Levitin, Gregory & Xing, Liudong & Dai, Yuanshun, 2017. "Optimal arrangement of connecting elements in linear consecutively connected systems with heterogeneous warm standby groups," Reliability Engineering and System Safety, Elsevier, vol. 165(C), pages 395-401.
    9. María Luz Gámiz & Delia Montoro-Cazorla & María del Carmen Segovia-García & Rafael Pérez-Ocón, 2022. "MoMA Algorithm: A Bottom-Up Modeling Procedure for a Modular System under Environmental Conditions," Mathematics, MDPI, vol. 10(19), pages 1-19, September.
    10. Yu, Huan & Yang, Jun & Peng, Rui & Zhao, Yu, 2016. "Reliability evaluation of linear multi-state consecutively-connected systems constrained by m consecutive and n total gaps," Reliability Engineering and System Safety, Elsevier, vol. 150(C), pages 35-43.
    11. Huan Yu & Jun Yang & Yu Zhao, 2018. "Reliability of nonrepairable phased-mission systems with common bus performance sharing," Journal of Risk and Reliability, , vol. 232(6), pages 647-660, December.
    12. Levitin, Gregory & Xing, Liudong & Dai, Yuanshun, 2018. "Connectivity evaluation and optimal service centers allocation in repairable linear consecutively connected systems," Reliability Engineering and System Safety, Elsevier, vol. 176(C), pages 187-193.
    13. Xisheng Jia & Wenbin Cao & Qiwei Hu, 2019. "Selective maintenance optimization for random phased-mission systems subject to random common cause failures," Journal of Risk and Reliability, , vol. 233(3), pages 379-400, June.
    14. Xiao, Hui & Lin, Chen & Kou, Gang & Peng, Rui, 2022. "Reliability modeling and configuration optimization of a photovoltaic based electric power generation system," Reliability Engineering and System Safety, Elsevier, vol. 220(C).
    15. Qiu, Qingan & Cui, Lirong & Gao, Hongda & Yi, He, 2018. "Optimal allocation of units in sequential probability series systems," Reliability Engineering and System Safety, Elsevier, vol. 169(C), pages 351-363.

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