RETRACTED: A hybrid model to develop aesthetic product design of customer satisfaction (Retracted Article)

被引:3
作者
Kang, Xinhui [1 ]
Wang, Nanyi [1 ]
机构
[1] Nanchang Univ, Sch Architecture & Design, 999 Xuefu Ave, Nanchang 330031, Jiangxi, Peoples R China
来源
CONCURRENT ENGINEERING-RESEARCH AND APPLICATIONS | 2022年
基金
中国国家自然科学基金;
关键词
aesthetic product design; neural network; quality function development; grey relationship analysis; car side view; QUALITY FUNCTION DEPLOYMENT; DECISION-MAKING;
D O I
10.1177/1063293X221138650
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
With the improvement of manufacturing technology, the performance gap between different products has been gradually narrowed, and customers pay more and more attention to psychological feelings and aesthetic experiences in the process of purchasing and using products. Therefore, the main purpose of this research is to construct a hybrid model of aesthetic product design to develop customer satisfaction. Firstly, seven customer aesthetic needs are summarized by discussing the literature. The Kansei evaluation and customer satisfaction evaluation are investigated using Likert-scale, and the neural network is repeatedly trained and tested to obtain the weight of each aesthetic requirement. Secondly, the morphological analysis method is used to obtain the product morphological deconstruction table, and the entropy method is used to calculate the initial weights of the engineering characteristics (ECs). Finally, quality function development (QFD) is used as the platform to construct the relationship matrix between customer aesthetic needs and product ECs. Grey relationship analysis is used to calculate the final weight of ECs and obtain the priority of ECs. The research takes the side view of a car as a case. The results show that the best product form combination can provide a reference for designers and effectively improve the aesthetic experience and customer satisfaction of the product.
引用
收藏
页数:14
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