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一种考虑参数相关性的可靠性优化设计方法 被引量:6
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作者 王倩蓉 姜潮 方腾 《中国机械工程》 EI CAS CSCD 北大核心 2018年第19期2312-2319,2326,共9页
在求解具有非线性相关性结构的可靠性设计优化问题时,现有的相关性处理方法在某些情况下可能会得到精度较低的优化结果。基于Copula函数提出了一种可靠性优化设计方法,用于求解存在非线性相关性结构的可靠性优化设计问题。该方法根据已... 在求解具有非线性相关性结构的可靠性设计优化问题时,现有的相关性处理方法在某些情况下可能会得到精度较低的优化结果。基于Copula函数提出了一种可靠性优化设计方法,用于求解存在非线性相关性结构的可靠性优化设计问题。该方法根据已知的样本对各备选Copula函数进行参数估计,并根据AIC准则选出最优Copula函数。根据最优Copula函数,构建联合概率分布函数,最后求解结构可靠性优化设计问题。通过两个数值算例验证了该方法的有效性,并讨论了不同Copula函数对优化结果的影响。 展开更多
关键词 COPULA函数 结构可靠性优化设计 相关性 AIC准则
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基于人群搜索算法和增广乘子法的混合可靠性分析
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作者 黄杨 王林军 +2 位作者 杜义贤 彭云龙 廖玮 《三峡大学学报(自然科学版)》 CAS 2021年第1期102-106,112,共6页
针对传统优化算法在处理具有一定非线性功能函数的结构可靠性分析问题时出现迭代次数较多或精确度不够的问题,提出了一种基于人群搜索算法和增广乘子法的混合可靠性分析方法.该算法以可靠指标最小为目标函数,以影响结构可靠指标的随机... 针对传统优化算法在处理具有一定非线性功能函数的结构可靠性分析问题时出现迭代次数较多或精确度不够的问题,提出了一种基于人群搜索算法和增广乘子法的混合可靠性分析方法.该算法以可靠指标最小为目标函数,以影响结构可靠指标的随机变量构成的极限状态方程为约束条件建立结构可靠性优化数学模型,并使用增广乘子法将有约束优化问题转换为无约束优化问题,最后使用人群搜索算法进行寻优计算.通过数值算例和工程算例验证了所提算法的稳定性和有效性,并讨论了参数不确定性以及参数存在相关性时对可靠指标的影响. 展开更多
关键词 人群搜索算法 结构可靠性优化设计 增广乘子法 相关性
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Structural reliability analysis and reliability-based design optimization: Recent advances 被引量:16
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作者 QIU ZhiPing HUANG Ren +1 位作者 WANG XiaoJun QI WuChao 《Science China(Physics,Mechanics & Astronomy)》 SCIE EI CAS 2013年第9期1611-1618,共8页
We review recent research activities on structural reliability analysis,reliability-based design optimization(RBDO) and applications in complex engineering structural design.Several novel uncertainty propagation metho... We review recent research activities on structural reliability analysis,reliability-based design optimization(RBDO) and applications in complex engineering structural design.Several novel uncertainty propagation methods and reliability models,which are the basis of the reliability assessment,are given.In addition,recent developments on reliability evaluation and sensitivity analysis are highlighted as well as implementation strategies for RBDO. 展开更多
关键词 uncertainty propagation reliability assessment reliability-based design optimization hybrid reliability
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Crashworthiness of bamboo-inspired circular tubes used for the energy absorber of rail vehicles 被引量:2
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作者 Kai Liu Zhenhao Yu +1 位作者 Kaiyun Wang Lin Jing 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 2022年第8期149-162,共14页
A new type of thin-walled circular tubes(CTs),which is inspired by the bamboo with highly-efficient energy absorption(EA)capability,was proposed and designed for the potential application of the energy absorber of rai... A new type of thin-walled circular tubes(CTs),which is inspired by the bamboo with highly-efficient energy absorption(EA)capability,was proposed and designed for the potential application of the energy absorber of rail vehicles in this study.And then,the axial crushing behavior and crashworthiness of the bamboo-inspired bionic tube(BT)were experimentally and numerically investigated,compared with the single CT and foam-filled tube(FT).The typical crushing responses(e.g.,deformation mode,load-displacement response,energy absorption,and strain distribution)and quantitative crashworthiness indicators(EA,SEA,FP,Fm,and CFE)of these three types of CTs were presented and discussed.Effects of impact velocity and foam relative density on the crashworthiness of tested tubes were also explored.The experimental and simulation results show that the BT specimen exhibits the best capability of load-carrying,energy absorption,and crashworthiness among three types of tubes.Compared with the CT specimen,the EA value of BT specimens increased by 93.1%,while the corresponding Fm value raised from 74.2 kN to 143.4 kN. 展开更多
关键词 Bamboo-inspired tube Energy absorber Impact response CRASHWORTHINESS Rail vehicles
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