摘要
采用多级优化方法对碳纤维增强复合材料加固中心孔钢板进行优化设计,首先,采用拉丁超立方方法选取试验样本点,利用移动最小二乘法拟合近似代理模型,在代理模型基础上采用自适应响应面优化方法优化基本铺层厚度;然后,结合复合材料制造约束条件,利用Optistruct对铺层顺序进行优化,得到最佳铺层设计方案。经过多级优化设计后,钢板中心孔处应力分布更合理,最大Mises应力减小了56.6%。
A multi-stage optimization method was adopted for carbon fiber reinforced polymer re-inforcing center hole steel plate. The method was divided into two steps: firstly, sample points were selected based on the Latin hypercube method, an agent model was fitted by the moving least square, and the thickness of basic laminate was optimized based on the adaptive response surface optimization method. Secondly, considering composite's manufacturing constraints, the stacking sequence was op-timized by use of Optistruct software to obtain optimum design. Through the multi-stage optimization design, the stress of center hole steel plate is distributed more reasonable, and the maximum Mises stress is reduced by 56.6%.
出处
《中国机械工程》
EI
CAS
CSCD
北大核心
2017年第11期1300-1304,1311,共6页
China Mechanical Engineering
基金
国家高技术研究发展计划(863计划)资助项目(2013AA040203)
国家自然科学基金资助项目(51305045)
中国博士后科学基金资助项目(2014M562099)
智能型新能源汽车国家2011协同创新中心资助项目
湖南省绿色汽车2011协同创新中心资助项目
关键词
碳纤维增强复合材料
拉丁超立方
移动最小二乘法
自适应响应面
铺层顺序优化
carbon fiber reinforced polymer
Latin hypercube
moving least square
adaptive re-sponse surface method
stacking sequence optimization