Multi-State System Reliability Evaluation and Component Allocation Optimization Under Multi-Level Performance Sharing

doi:10.1109/ACCESS.2021.3090405

CSpace

	Multi-State System Reliability Evaluation and Component Allocation Optimization Under Multi-Level Performance Sharing
	Huang, Shuxuan 1; Lei, Bingyin 1; Gao, Kaiye 1,2; Wu, Zixuan 3; Wang, Ziwen 4
	2021
发表期刊	IEEE ACCESS
ISSN	2169-3536
卷号	9 页码:88820-88834
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	Power system reliability Licenses Reliability engineering Resource management Random variables Propagation losses Transportation Common bus performance sharing multi-state system reliability universal generating function (UGF) genetic algorithm (GA)
DOI	10.1109/ACCESS.2021.3090405
收录类别	SCI
语种	英语
资助项目	Beijing Municipal Commission of Education[KM202111232007] ; Beijing Information Science and Technology University[2121YJPY228] ; Beijing Information Science and Technology University[QXTCPB202103]
WOS研究方向	Computer Science ; Engineering ; Telecommunications
WOS类目	Computer Science, Information Systems ; Engineering, Electrical & Electronic ; Telecommunications
WOS记录号	WOS:000673563400001
出版者	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/58948
专题	中国科学院数学与系统科学研究院
通讯作者	Lei, Bingyin
作者单位	1.Beijing Informat Sci & Technol Univ, Sch Econ & Management, Beijing 100192, Peoples R China 2.Chinese Acad Sci, Acad Math & Syst Sci, Beijing 100190, Peoples R China 3.Xiamen Airlines, Digital Comm, Xiamen 361006, Peoples R China 4.Beijing Univ Technol, Sch Econ & Management, Beijing 100124, Peoples R China
推荐引用方式 GB/T 7714	Huang, Shuxuan,Lei, Bingyin,Gao, Kaiye,et al. Multi-State System Reliability Evaluation and Component Allocation Optimization Under Multi-Level Performance Sharing[J]. IEEE ACCESS,2021,9:88820-88834.
APA	Huang, Shuxuan,Lei, Bingyin,Gao, Kaiye,Wu, Zixuan,&Wang, Ziwen.(2021).Multi-State System Reliability Evaluation and Component Allocation Optimization Under Multi-Level Performance Sharing.IEEE ACCESS,9,88820-88834.
MLA	Huang, Shuxuan,et al."Multi-State System Reliability Evaluation and Component Allocation Optimization Under Multi-Level Performance Sharing".IEEE ACCESS 9(2021):88820-88834.