A reliability assessment approach for systems with heterogeneous component information

doi:10.1080/08982112.2017.1402935

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	A reliability assessment approach for systems with heterogeneous component information
	Xu, Jianyu 1,2; Yu, Dan2 ; Hu, Qingpei2 ; Xie, Min 1,3
	2018
发表期刊	QUALITY ENGINEERING
ISSN	0898-2112
卷号	30 期号:4 页码:676-686
摘要	Reliability assessment of complex systems is an important yet difficult task. The difficulty arises largely because of heterogeneous component-level data, for example, lifetime data, degradation data, component-level assessment results, and prior information. A method for reliability assessment is developed in this article for systems plagued by degradation and lifetime data. Our framework divides component-level information into two types. These two types are then combined using a systematic approach. This article describes the method along with some application examples that demonstrate the approach capable of overcoming several difficulties associated with conventional reliability assessment approaches.
关键词	component information degradation models MLE pivot system reliability assessment Weibull distribution
DOI	10.1080/08982112.2017.1402935
语种	英语
资助项目	University Grants Council of Hong Kong[T32-101/15-R] ; GRF[CityU 11203815] ; National Natural Science Foundation of China[71532008]
WOS研究方向	Engineering ; Mathematics
WOS类目	Engineering, Industrial ; Statistics & Probability
WOS记录号	WOS:000459540000012
出版者	TAYLOR & FRANCIS 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/32657
专题	系统科学研究所
通讯作者	Xu, Jianyu
作者单位	1.City Univ Hong Kong, Shenzhen Res Inst, Shenzhen, Peoples R China 2.Chinese Acad Sci, Acad Math & Syst Sci, Beijing, Peoples R China 3.City Univ Hong Kong, Dept Syst Engn & Engn Management, Kowloon, Hong Kong, Peoples R China
推荐引用方式 GB/T 7714	Xu, Jianyu,Yu, Dan,Hu, Qingpei,et al. A reliability assessment approach for systems with heterogeneous component information[J]. QUALITY ENGINEERING,2018,30(4):676-686.
APA	Xu, Jianyu,Yu, Dan,Hu, Qingpei,&Xie, Min.(2018).A reliability assessment approach for systems with heterogeneous component information.QUALITY ENGINEERING,30(4),676-686.
MLA	Xu, Jianyu,et al."A reliability assessment approach for systems with heterogeneous component information".QUALITY ENGINEERING 30.4(2018):676-686.