Failure-dependence commonly exists in engineering structure, which is an important factor influencing the precision for system reliability analysis. Aiming at the typical condition of random constant and variable amplitude loading, the product-moment coefficient and Kendall's τ are derived, and the fatigue failure dependence mechanism of components in a structure system is discussed from the qualitative and quantitative perspective respectively. Dependence of component lives is originated from the randomness of characteristic quantity of the stress process, and eliminated by the randomness of material properties. According to the failure-dependence mechanism, Clayton Copula affiliated to the Archimedean family is introduced to build reliability models for series and parallel structural systems composed of identical components. Theoretical analysis shows that the Clayton Copula possesses a terse form, by which we can successfully depict the asymmetric morphology of contours of the joint probability density function of logarithmic lives and high precision models used for probabilistic analysis at the system level are built. The numerical example verifies the rationality and feasibility of the proposed method. The new models can be used in probability prediction of symmetric structural systems under common stochastic cyclic load, which give a new path for reliability-based design and probability assessment in mechanical equipments with multi-mode damage coupling.
ZHOU Jinyu
,
HAN Wenqin
,
QIU Rui
,
ZHU Fuxian
. Dependence Mechanism of Fatigue Failure and Reliability Model for Structure Systems[J]. Journal of Mechanical Engineering, 2018
, 54(16)
: 220
-226
.
DOI: 10.3901/JME.2018.16.220
[1] 周金宇,谢里阳,钱文学. 载荷相关结构系统的可靠性分析[J].机械工程学报, 2008, 44(5):45-50. ZHOU Jinyu, XIE Liyang, QIAN Wenxue. Analysis for reliability in structural systems with load dependency[J]. Chinese Journal of Mechanical Engineering, 2008, 44(5):45-50(In Chinese).
[2] DITLEVSEN O. Narrow reliability bounds for structural system[J]. Structural Mechanics, 1979, 7(4):453-472.
[3] 喻天翔,宋笔锋,万方义,等. 机械零件多失效模式相关可靠度算法研究[J]. 机械强度, 2006, 28(4):508-511. YU Tianxiang, SONG Bifeng, WAN Fangyi, et al. Research on calculating the reliability of mechanical component with correlated failure modes[J]. Journal of Mechanical Strength, 2006, 28(4):508-511.
[4] 何成铭,王健全,吴纬. 考虑多模相关的机械系统可靠度优化模型[J]. 机械强度, 2010, 32(1):233-237. HE Chengming, WANG Jianquan, WU Wei. Optimized model of mechanical system reliability considering multi-mode correlation[J]. Journal of Mechanical Strength, 2010, 32(1):233-237.
[5] LEVITIN G. Incorporating common-cause failure into non-repairable multi-state series-parallel system[J]. IEEE Trans on Reliability, 2001, 50(4):380-388.
[6] 谢里阳. 机械可靠性理论、方法及模型中若干问题评述[J]. 机械工程学报, 2014, 50(14):27-35. XIE Liyang. Issues and commentary on mechanical reliability theories, methods and models[J]. Chinese Journal of Mechanical Engineering, 2014, 50(14):27-35.
[7] ZHOU Jinyu, XIE Liyang. Generating function approach to reliability analysis of structural systems[J]. Science in China Series E:Technological Sciences, 2009, 52(10):2849-2858.
[8] NELSEN R B. An introduction to Copulas[M]. New York:Springer, 2006.
[9] 周金宇,谢里阳,韩文钦,等. 对称结构系统的Copula 可靠性模型[J]. 兵工学报, 2011, 32(2):204-209. ZHOU Jinyu, XIE Liyang, HAN Wenqin, et al. Copulabased reliability modeling for structural systems composed of identical components[J]. Acta Armamentarii, 2011, 32(2):204-209.
[10] AAS K, CZADO C, FRIGESSI A, et al. Pair Copula constructions of multiple dependence[J]. Insurance:Mathematics and Economics, 2009, 44(2):182-198.
[11] 李庆典,唐小松,周创兵,等.基于Copula函数的并联结构系统可靠度分析[J].工程力学, 2014, 31(8):32-40. LI Dianqing, TANG Xiaosong, ZHOU Chuangbing, et al. Parallel structural system reliability analysis from the Copula viewpoint[J]. Engineering Mechanics, 2014, 31(8):32-40.
[12] JIANG C, ZHANG W, HAN X, NI B Y, SONG L J. A Vine-Copula-based reliability analysis method for structures with multidimensional correlation[J]. Journal of Mechanical Design, 2015, 137(7):0614051-06140513.
[13] WANG Yaping, HOANG Pham. Modeling the dependent competing risks with multiple degradation processes and random shock using time-varying Copulas[J]. IEEE Transactions on Reliability, 2012, 61(1):13-22.
[14] 唐家银,何平,梁红琴,等. 多故障模式高长寿命产品相关性失效的综合可靠性评估[J]. 机械工程学报, 2013, 49(12):176-182. TANG Jiayin, HE Ping, LIANG Hongqin, et al. Comrehensive reliability assessment of long-life products with correlated multiple failure modes[J]. Journal of Mechanical Engineering, 2013, 49(12):176-182.
[15] GENEST C, FAVRE A C. Everything you always wanted to know about Copula modeling but were afraid to ask[J]. Journal of Hydrologic Engineering, 2007, 12(4):347-368.