Dynamic reliability evaluation of multi-performance sharing and multi-state systems with interdependence

IF 6.5 1区 工程技术 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Computers & Industrial Engineering Pub Date : 2025-04-01 Epub Date: 2025-02-16 DOI:10.1016/j.cie.2025.110965
Heping Jia , He Lu , Rui Peng , Kaiye Gao
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Abstract

Numerous engineering systems are designed to be performance sharing systems with multiple interdependent performances. Motivated by practical engineering systems, in this study, a multi-performance sharing and multi-state system (MPSMS) with performance interdependence was modeled. The model includes a feasible operating region (FOR) considering the interdependent operation constraints of the components. Moreover, a multi-performance sharing mechanism including performance sharing limits and performance conversion efficiency was developed. Furthermore, an approach combining Markov process model and extended Lz-transform technique was adopted to develop unified representations of the dynamic reliability models of the considered MPSMSs. Dynamic reliability indices including the time-varying reliability and the expected instantaneous performance deficiency (EIPD) were evaluated through four case studies to validate the developed model and approach.
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具有相互依赖关系的多性能共享多状态系统的动态可靠性评估
许多工程系统被设计成具有多种相互依赖性能的性能共享系统。本研究以实际工程系统为动力,建立了一个性能相互依赖的多性能共享多状态系统(MPSMS)模型。该模型考虑了组件之间相互依赖的操作约束,建立了可行操作区域。在此基础上,提出了包括性能共享限制和性能转换效率在内的多性能共享机制。此外,采用马尔可夫过程模型和扩展lz变换技术相结合的方法,建立了考虑的MPSMSs动态可靠性模型的统一表示。通过四个实例对时变可靠性和期望瞬时性能缺陷(EIPD)等动态可靠性指标进行了评估,验证了所建立的模型和方法。
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来源期刊
Computers & Industrial Engineering
Computers & Industrial Engineering 工程技术-工程:工业
CiteScore
12.70
自引率
12.70%
发文量
794
审稿时长
10.6 months
期刊介绍: Computers & Industrial Engineering (CAIE) is dedicated to researchers, educators, and practitioners in industrial engineering and related fields. Pioneering the integration of computers in research, education, and practice, industrial engineering has evolved to make computers and electronic communication integral to its domain. CAIE publishes original contributions focusing on the development of novel computerized methodologies to address industrial engineering problems. It also highlights the applications of these methodologies to issues within the broader industrial engineering and associated communities. The journal actively encourages submissions that push the boundaries of fundamental theories and concepts in industrial engineering techniques.
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