Decision-making of failure modes mitigation program considering coupling relationship among failure modes
-
摘要: 针对目前复杂产品研制过程中故障模式消减方案确定主要凭经验,未考虑故障模式之间的耦合关系问题,建立了考虑耦合关系的故障模式消减方案决策过程.首先,提出了故障模式关联集(FMCS,Failure Modes Correlation Set)的概念,并运用演绎理论给出了FMCS的确定方法.其次,根据故障模式消减后其发生概率变化,构建了不同层次产品可靠性指标受影响的模型,并以此为依据,给定面向可靠性指标实现的故障模式消减方案决策方法.最后,以某型直升机燃油系统故障模式消减为例验证了上述方法及模型的可行性,初步证明了可靠性定量指标与定性设计之间存在明确的量化关系,可通过其控制故障模式消减,达到以最少资源消耗和较短研制周期实现满足设计要求的产品的目标.上述方法及模型具有实用性,可进一步在实际工程中推广应用.Abstract: During the development stage of complex products, failure modes mitigation program often decided by experience, without considering the failure modes’ coupling relationship. Aiming at solving this problem, a decision process of failure modes mitigation program was proposed. Firstly, a new concept of failure modes correlation set(FMCS) was presented, including the determination approach based on deductive theory. Secondly, according to changes about failure modes occurrence probabilities, models depicting the varying relationship between failure modes mitigation and quantitative achievement of reliability were constructed to decide failure modes mitigation sequence orienting to the requirements achievement. Finally, a case study of helicopter fuel system demonstrated the feasibility of approaches and models, proved the existence of the relationship between reliability quantitative achievement and qualitative design, and the failure modes mitigation could be controlled orienting to the quantitative achievement of reliability availably to satisfy the design requirements with minimal cost of resources and time. Furthermore, the approaches could be applied in real engineering scenarios due to the practicality.
-
[1] IAEA.Fuel failure in water reactors:causes and mitigation[M].Vienna:International Atomic Energy Agency,2003 [2] Sandeep Neema,Ted Bapty,Shweta Shetty,et al.Autonomic fault mitigation in embedded systems[J].Engineering Applications of Artificial Intelligence,2004,17(7):711-725 [3] Stelios A M,Stelios C A T,Christos N C.On array failure mitigation with respect to probability of failure,using constant excitation coefficients and a genetic algorithm[J].IEEE Antennas and Wireless Propagation Letters,2006,5(1):187-190 [4] Avirah S E,Singh A K.Failure mitigation of semi active multi beam antenna array for portable surveillance radar using genetic algorithm //IEEE RADAR Conference.Rome:IEEE,2008:1-6 [5] Athar A Syed.A systems approach to mitigation of project failure modes .Boston:Massachusetts Institute of Technology,2009 [6] Peter T Bullemer,Liana Kiff,Anand Tharanathan.Common procedural execution failure modes during abnormal situations[J].Journal of Loss Prevention in the Process Industries,2011,24(6):814-818 [7] Jonny C D S,Abhinav S,Edward B,et al.A knowledge-based system approach for sensor fault modeling,detection and mitigation[J].Expert Systems with Applications,2012,7734:1-13 [8] GEIA-STD-0009 Reliability program standard for systems design,development,and manufacturing[S] [9] Rao N S V.On parallel algorithms for single-fault diagnosis in fault propagation graph systems[J].IEEE Transactions on Parallel and Distributed Systems,1996,7(12):1271-1223 [10] 塔尔斯基.逻辑与演绎科学方法论导论[M].周礼全,吴允曾,晏成书译.北京:商务印书馆,1963 Alfred Tarski.Introduction to logic and to the methodology of deductive sciences[M].Translated by Zhou Liquan,Wu Yunceng,Yan Chengshu.Beijing:The Commercial Press,1963(in Chinese) [11] 曾声奎.可靠性设计与分析[M].北京:国防工业出版社,2011 Zeng Shengkui.Reliability design and analysis[M].Beijing:National Defense Industry Press,2011(in Chinese) [12] GJB 1909A-2009 装备可靠性维修性保障性要求论证[S] GJB 1909A-2009 Demonstration of reliability,maintainability and supportability requirements for materiel[S] (in Chinese) [13] 王自力.可靠性维修性保障性要求论证[M].北京:国防工业出版社,2011 Wang Zili.Demonstration of reliability,maintainability and supportability requirements[M].Beijing:National Defense Industry Press,2011(in Chinese) [14] 章文晋.计算机辅助可靠性维修性保障性要求制定方法研究 .北京:北京航空航天大学可靠性与系统工程学院,1999 Zhang Wenjin.Method study for computer-aided determination of reliability,maintainability and supportability requirements .Beijing:School of Reliability and System Engineering,Beijing University of Aeronautics and Astronautics,1999(in Chinese) [15] 董威.粗糙集理论及其数据挖掘应用[M].沈阳:东北大学出版社,2009 Dong Wei.Rough set theory and data mining application[M].Shenyang:Northeastern University Press,2009(in Chinese)
点击查看大图
计量
- 文章访问数: 1826
- HTML全文浏览量: 200
- PDF下载量: 556
- 被引次数: 0