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作者:

Huang, Shuxuan (Huang, Shuxuan.) | Lei, Bingyin (Lei, Bingyin.) | Gao, Kaiye (Gao, Kaiye.) | Wu, Zixuan (Wu, Zixuan.) | Wang, Ziwen (Wang, Ziwen.)

收录:

SCIE

摘要:

With the development of science and technology, the structure of engineering system has become increasingly large and complex. In order to ensure the safety and stability of the system in operation, the reliability evaluation of complex system has become an important research field. However, previous studies on the reliability of multi-state systems did not take into account the multi-level performance sharing in the system, and it has been unable to accurately assess the reliability of such complex systems. Therefore, based on the actual engineering system, this paper proposes a multi-state system with multi-level performance sharing mechanism. On this basis, we established a system reliability evaluation model using universal generating function technique. Through numerical examples, the application of the model and analyze the influence of different parameters on system reliability are demonstrated. In addition, we also use genetic algorithm to optimize the allocation of components in the system, so as to improve the reliability of the system. Different from the previous studies on system reliability with common bus performance sharing, the system proposed in this study is more general.

关键词:

Common bus genetic algorithm (GA) Licenses multi-state system reliability performance sharing Power system reliability Propagation losses Random variables Reliability engineering Resource management Transportation universal generating function (UGF)

作者机构:

  • [ 1 ] [Huang, Shuxuan]Beijing Informat Sci & Technol Univ, Sch Econ & Management, Beijing 100192, Peoples R China
  • [ 2 ] [Lei, Bingyin]Beijing Informat Sci & Technol Univ, Sch Econ & Management, Beijing 100192, Peoples R China
  • [ 3 ] [Gao, Kaiye]Beijing Informat Sci & Technol Univ, Sch Econ & Management, Beijing 100192, Peoples R China
  • [ 4 ] [Gao, Kaiye]Chinese Acad Sci, Acad Math & Syst Sci, Beijing 100190, Peoples R China
  • [ 5 ] [Wu, Zixuan]Xiamen Airlines, Digital Comm, Xiamen 361006, Peoples R China
  • [ 6 ] [Wang, Ziwen]Beijing Univ Technol, Sch Econ & Management, Beijing 100124, Peoples R China

通讯作者信息:

  • [Lei, Bingyin]Beijing Informat Sci & Technol Univ, Sch Econ & Management, Beijing 100192, Peoples R China

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来源 :

IEEE ACCESS

ISSN: 2169-3536

年份: 2021

卷: 9

页码: 88820-88834

3 . 9 0 0

JCR@2022

被引次数:

WoS核心集被引频次: 10

SCOPUS被引频次: 11

ESI高被引论文在榜: 0 展开所有

万方被引频次:

中文被引频次:

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