Reliability-redundancy optimization and allocation of voting system under cost constraint
-
摘要: 在成本限制下,为使系统的可靠度最大,系统采用表决冗余结构,并对具有表决冗余结构的系统可靠度和冗余度同时进行优化和分配,优化方法采用增广拉格朗日乘子法和鱼群算法相结合的混合算法;不仅分析了成本与可靠度的关系,同时讨论了表决器失效率对系统可靠度的影响;最后,以某型飞机的纵向俯仰运动飞行控制系统为例,仿真说明了在成本约束下,为使系统可靠度尽可能高,系统采用四余度配置更合理,且在只有单个表决条件下,应选取可靠度尽可能高的表决器.为避免单个表决器失效对系统可靠度的影响,实际系统中常选择多表决器冗余结构.Abstract: Voting-redundancy structure was adopted in a system to maximize the system reliability under the cost constraint. With the combination of the augmented Lagrangian multiplier method and the fish swarm algorithm, a hybrid method was employed to optimize and allocate the system reliability and redundancies. In the meanwhile, the relationship between the reliability and the cost was not only analyzed, but also the impact of the voter failure rate on the system reliability was discussed. Finally, simulation results based on the longitudinal pitch motion flight control system of a certain type aircraft verify that the quaternion configuration is more appropriate to maintain an optimal system reliability taking into account the cost limit. In addition, in the case of a single voter, the voter reliability should be selected as high as possible. Most of the actual project systems select more voters redundancies structure to avoid the impact of single voter failure on the system reliability.
-
Key words:
- reliability /
- redundancy /
- voters /
- augmented Lagrangian multiplier method /
- fish swarm algorithm
-
[1] Fyffe D E,Hines W W,Lee N K.System reliability allocation and a computational algorithm[J].Reliability,IEEE Transactions on,1968,17(2):64-69 [2] Ravi V,Reddy P J,Zimmermann H J.Fuzzy global optimization of complex system reliability[J].Fuzzy Systems,IEEE Transactions on,2000,8(3):241-248 [3] Lim M H,Teoh A B J,Toh K A.An efficient dynamic reliability-dependent bit allocation for biometric discretization[J].Pattern Recognition,2012,45(5):1960-1971 [4] Misra K B,Ljubojevic M D.Optimal reliability design of a system:a new look[J].Reliability,IEEE Transactions on,1973,22(5):255-258 [5] Garg H,Rani M,Sharma S P.An efficient two phase approach for solving reliability-redundancy allocation problem using artificial bee colony technique[J].Computers & Operations Research,2013,40(12):2961-2969 [6] 高仁璟,刘书田.基于遗传算法的复杂系统可靠度和冗余数设计分配优化[J].大连理工大学学报,2002,42(6):741-744 Gao Renjing,Liu Shutian.Reliability and redundancy optimal planning for complex system using genetic algorithm[J].Journal of Dalian University of Technology,2002,42(6):741-744(in Chinese) [7] Kanagaraj G,Ponnambalam S G,Jawahar N.A hybrid cuckoo search and genetic algorithm for reliability-redundancy allocation problems[J].Computers & Industrial Engineering,2013,66(4):1115-1124 [8] Valian E,Valian E.A cuckoo search algorithm by Lévy flights for solving reliability redundancy allocation problems[J].Engineering Optimization,2013,45(11):1273-1286 [9] Tan Y,Tan G,Deng S.Hybrid particle swarm optimization with differential evolution and chaotic local search to solve reliability-redundancy allocation problems[J].Journal of Central South University,2013,20(6):1572-1581 [10] Wang L,Li L.A coevolutionary differential evolution with harmony search for reliability-redundancy optimization[J].Expert Systems with Applications,2012,39(5):5271-5278 [11] Sheikhalishahi M,Ebrahimipour V,Shiri H,et al.A hybrid GA-PSO approach for reliability optimization in redundancy allocation problem[J].The International Journal of Advanced Manufacturing Technology,2013,68(1-4):317-338 [12] Mahato S K,Sahoo L,Bhunia A K.Reliability-redundancy optimization problem with interval valued reliabilities of components via genetic algorithm[J].J Inf Comput Sci,2012,7(4):284-295 [13] 伊小素,邓燕,潘雄,等.表决器对分层三模冗余系统可靠性影响分析[J].中国惯性技术学报,2011,19(4):494-498 Yi Xiaosu,Deng Yan,Pan Xiong,et al.Voter's influence on reliability of partitioned triple modular redundancy system[J].Journal of Chinese Inertial Technology,2011,19(4):494-498(in Chinese) [14] Rocha A M A C,Martins T F M C,Fernandes E M G P.An augmented Lagrangian fish swarm based method for global optimization[J].Journal of Computational and Applied Mathematics,2011,235(16):4611-4620 [15] Thomas P R,Yao X.Stochastic ranking for constrained evolutionary optimization[J].IEEE Transactions on Evolutionary Computation,2000,4(3):284-294 [16] Barbosa H J C,Lemonge A C C.An adaptive penalty method for genetic algorithms in constrained optimization problems[M].Vienna:In Tech Education and Publishing,Vienna Austria,2008:9-34
点击查看大图
计量
- 文章访问数: 832
- HTML全文浏览量: 24
- PDF下载量: 767
- 被引次数: 0