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Fuzzy-based Taguchi method for multi-response optimization of product form design in Kansei engineering: a case study on car form design

机译:基于模糊Taguchi方法的关西工程产品表单设计多响应优化:以汽车表单设计为例

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An integrated fuzzy-based Taguchi method (TM) for multi-response optimization of product form design is presented in this paper. The fuzzy-based TM is applied to determine the optimum combination of design parameters for product form design which will fulfill consumers' aesthetic and emotional needs. Since conventional TM is incapable of handling multi-response optimization problems, a fuzzy logic system is integrated with the TM to overcome this problem. A case study of a car form design is used to demonstrate the effectiveness of the fuzzy-based TM and confirmation test is carried out to verify the method. It is found that the integrated design optimization method is capable of solving multi-response optimization problems in Kansei engineering (KE) and is able to determine the optimum combination of design parameters of a car form which are representative of consumers' perception. The optimum designs generated from the integrated design optimization method are compared with competitor designs. It is found that the integrated design optimization method gives the best overall performance.
机译:本文提出了一种基于模糊的集成Taguchi方法(TM),用于产品表单设计的多响应优化。基于模糊的TM用于确定产品形态设计的设计参数的最佳组合,从而满足消费者的审美和情感需求。由于常规的TM无法处理多响应优化问题,因此模糊逻辑系统与TM集成在一起以克服该问题。以某车模设计为例,验证了基于模糊的TM的有效性,并通过确认测试对该方法进行了验证。发现集成设计优化方法能够解决关西工程(KE)中的多响应优化问题,并且能够确定代表消费者感知的汽车形式的设计参数的最佳组合。将通过集成设计优化方法生成的最佳设计与竞争对手的设计进行比较。发现集成设计优化方法可提供最佳整体性能。

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