Multi-objective optimization design for safety system based on isolation-inoperability competing failure mechanism

Zhao Jianqiang, Xiong Yanming, Zhang Youjian
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Abstract

In order to avoid single indicator ̄based design flawꎬ a multi ̄objective optimization design method of safety system based on isolation ̄inoperability competing failure mechanism was proposed. Considering that the core of this method was thresholds setting of isolation component and inoperability componentꎬ three performance indicesꎬ including PLOASꎬ reliability lossꎬ mass costꎬ were utilized to express influence of thresholds setting on system safetyꎬ reliabilityꎬ and mass respectively. On this basisꎬ a relevant multi ̄objective optimization function was establishedꎬ and linear weighted method was applied to converse multi ̄objective optimization problem to a single one. The results show that the proposed method is suitable for solving multi ̄objective optimization problem based on isolation ̄inoperability competing failure mechanismꎬ and Pareto solution sets can be obtained not only for three objectives optimization problemꎬ 中 国 安 全 科 学 学 报 China Safety Science Journal 第30卷 2020年 but also for two objectives optimization problem under strong restriction of safety.
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基于隔离-不可操作竞争失效机制的安全系统多目标优化设计
为避免基于单指标的设计缺陷ꎬ,提出了一种基于隔离、不可操作性竞争失效机制的安全系统多目标优化设计方法。考虑到该方法的核心是隔离组件和不可操作性组件的阈值设置ꎬ,利用PLOASꎬ可靠性损失ꎬ质量成本ꎬ三个性能指标ꎬ分别表示阈值设置对系统安全ꎬ可靠性ꎬ和质量的影响。在此基础上ꎬ建立了相应的多目标优化函数ꎬ,并应用线性加权法将多目标优化问题转化为单目标优化问题。结果表明,该方法适用于求解基于隔离不可操作竞争失效机制的多目标优化问题ꎬ,不仅可以求解三目标优化问题ꎬ,而且可以求解强安全约束下的两目标优化问题。
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来源期刊
CiteScore
1.30
自引率
0.00%
发文量
8733
期刊介绍: China Safety Science Journal is administered by China Association for Science and Technology and sponsored by China Occupational Safety and Health Association (formerly China Society of Science and Technology for Labor Protection). It was first published on January 20, 1991 and was approved for public distribution at home and abroad. China Safety Science Journal (CN 11-2865/X ISSN 1003-3033 CODEN ZAKXAM) is a monthly magazine, 12 issues a year, large 16 folo, the domestic price of each book is 40.00 yuan, the annual price is 480.00 yuan. Mailing code 82-454. Honors: Scopus database includes journals in the field of safety science of high-quality scientific journals classification catalog T1 level National Chinese core journals China Science and technology core journals CSCD journals The United States "Chemical Abstracts" search included the United States "Cambridge Scientific Abstracts: Materials Information" search included
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