碳纤维发动机罩多目标优化设计OA
Optimization design of carbon fiber engine hood
为实现发动机罩的轻量化并保证其刚度和强度等性能,采用了多变量耦合多目标优化的方法.设计了碳纤维外板与金属内板的发动机罩.基于等刚度原理确定发动机罩碳纤维外板的初始厚度,并基于拓扑优化对金属板进行重构,得到三种内板结构方案.综合考虑内板材料、内板结构、内板厚度和碳纤维外板铺层厚度对发动机罩性能的影响,利用拉丁超立方抽样,并在此基础上构建径向基函数(Radial Basis Function,RBF)神经网络代理模型,进行多变量耦合的多目标优化;为得到最佳的碳纤维铺层顺序,在 OptiStruct 中对外板铺层顺序进行优化.优化结果表明,所设计的发动机罩系统静态性能符合设计要求,且较原发动机罩质量减轻了 51.27%.
To achieve the lightweight of the engine hood while ensuring its stiffness and strength and other per-formance,a multi-variable coupling multi-objective optimization method was adopted.The engine hood with carbon fiber outer panel and metal inner panel was designed.Based on the principle of equal stiffness,the initial thickness of the carbon fiber outer panel of the engine hood was determined.The metal plate was restructured based on topology optimization,and three inner panel structure schemes were obtained.Considering the influence of inner panel materi-al,inner panel structure,inner panel thickness and carbon fiber outer panel ply thickness on the performance of the engine hood,Latin hypercube sampling was used,and on this basis,a radial basis function(RBF)neural network surrogate model was constructed for multi-variable coupling multi-objective optimization.To obtain the best carbon fiber ply sequence,the ply sequence of the outer panel was optimized in OptiStruct.The optimization results show that the static performance of the designed engine hood system meets the design requirements,and the mass is reduced by 51.27%compared with the original engine hood.
康元春;李盈莉
湖北汽车工业学院 汽车工程学院,十堰 442002||汽车动力传动与电子控制湖北省重点实验室,十堰 442002湖北汽车工业学院 汽车工程学院,十堰 442002
通用工业技术
发动机罩拓扑优化轻量化复合材料
engine hoodtopology optimizationlightweight designcomposite materials
《复合材料科学与工程》 2026 (5)
121-129,9
汽车动力传动与电子控制湖北省重点实验室创新基金(2015xtzx0407)
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