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The Product Innovative Design Methodology Integrating Reverse Engineering with Optimization - A Case Study on Automotive Styling

机译:集成逆向工程与优化的产品创新设计方法 - 以汽车造型为例

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摘要

In the styling phase of a product design, it's difficult to meet aesthetic and performance requirements simultaneously. An innovative design methodology integrating reverse engineering (RE) with optimization is illustrated to settle such a problem. In the field of automotive styling, the stylist's aesthetic intent is usually expressed by a clay model, and on the other hand, the aerodynamic performance may be ignored. Reverse engineering is used to convert a clay model to a digital model, which is then transferred to computational fluid dynamic (CFD) software to evaluate the aerodynamic performance. A variety of new design samples may be generated using free form deformation (FFD) deduced by a simple control polygon with few parameters, and the response surface method (RSM) is adopted to explore the relationships between these few parameters and two aerodynamic response variables. The final optimized solution can be found through a multi-objective genetic algorithm. A detail example is presented to verify the method.
机译:在产品设计的造型阶段,很难同时满足美观和性能要求。创新的设计方法与整合优化逆向工程(RE)中示出解决这种问题。在汽车造型领域,造型师的审美意图通常是由黏土模型表达,而在另一方面,空气动力性能可以忽略不计。逆向工程是用来粘土模型转换成数字模型,然后将其转移到计算流体动力学(CFD)软件来评估空气动力学性能。可以使用通过简单的控制多边形与几个参数推导自由变形(FFD),可以产生各种新的设计样品,并且响应面方法(RSM)采用探索这些几个参数和两个空气动力学响应的变量之间的关系。最终的优化解决方案可以通过多目标遗传算法中找到。的细节例如被呈现给验证了该方法。

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