One universal method of complex system reliability, maintainability, supportability, testability quotas design and trade‐off based on improved flower pollination algorithm. (28th November 2020)

• Record Type: Journal Article
• Authors: Zhu, Xuezheng; Han, Chaoshuai; Liu, Ruiqi; Yan, Guohui; Gu, Jin
• Is Part Of: Quality and reliability engineering international. Volume 37:Number 4(2021)
• Page Start: 1524
• Page End: 1543
• Publication Date: 2020-11-28
• Subjects: combat readiness rate -- complex system -- flower pollination algorithm -- RMST quotas design and trade‐off -- system effectiveness -- task credibility; Reliability (Engineering) -- Periodicals; Quality control -- Periodicals; High technology -- Periodicals; 620.00452
• DOI: 10.1002/qre.2811
• Languages: English
• ISSNs: 0748-8017

Abstract

Abstract: For modern complex system, quality has become a serious and difficult problem that restricts the generation of combat effectiveness. Withal, based on domestic and foreign research and analysis, this paper puts forward a trade‐off method for complex system reliability, maintainability, supportability, testability (RMST) design, which is suitable for product design stage. First, aiming at the uncertain problem of complex system constrained optimization, the good‐point set population initialization, Deb feasibility comparison method and ε constraint method are integrated into the flower pollination algorithm, to construct the algorithm for RMST quotas design and trade‐off. Second, taking the typical series‐parallel repairable system as an example, one general model for complex system RMST quotas design and trade‐off based on effectiveness is constructed. Finally, take an unmanned nuclear radiation detection system as a typical case, to verify its feasibility, advantages, and disadvantages.