计算机集成制造系统 ›› 2015, Vol. 21 ›› Issue (第4期): 875-884.DOI: 10.13196/j.cims.2015.04.002

• 产品创新开发技术 • 上一篇    下一篇

考虑客户需求偏好的产品创新概念设计方案生成

杨涛,杨育+,张东东   

  1. 重庆大学机械传动国家重点实验室
  • 出版日期:2015-04-30 发布日期:2015-04-30
  • 基金资助:
    国家自然科学基金资助项目(71071173,71401019);贵州省软科学研究计划资助项目(黔科合体R字[2013]LKC2030);重庆市科委自然科学基金资助项目(cstcjjA90014)。

Generation of product innovation conceptual design schemes for considering the demand preferences of customers

  • Online:2015-04-30 Published:2015-04-30
  • Supported by:
    Project supported by the National Natural Science Foundation,China(No.71071173,71401019),the Guizhou Provincial Soft Scientific Research Program,China(No.[2013]LKC2030),and the Natural Science Foundation of Chongqing CSTC,China(No.cstcjjA90014).

摘要: 为提升方案生成的准确性和客户满意度,针对传统的产品创新概念设计方案生成过程未充分考虑终端客户需求偏好的问题,提出考虑客户需求偏好的产品创新概念设计方案生成新方法。该方法运用Kano模型实现对产品创新设计各功能属性的需求偏好分类;将形态学分析的适用范围拓展到概念层,展开产品创新概念设计方案原理解的组合性分析;建立以客户需求偏好满足度、产品创新成本和产品创新度为目标的三目标优化模型,并采用改进的快速非支配排序遗传算法对该优化模型求解,得到一系列基于Pareto解集的最优产品创新概念设计方案。以电冰箱产品创新概念设计方案生成为例,验证了所提方法的可行性和有效性。

关键词: 概念设计方案, Kano模型, 形态学分析, 多目标进化算法, Pareto最优, 电冰箱创新设计

Abstract: Aiming at the problem that the demand preferences of customers was not considered in traditional products innovation process,a generation method of product innovation conceptual design schemes was proposed to enhance the accuracy of schemes generation and improve the customer satisfaction.Kano model was used to classify the attribute of product innovation design features based on the analysis of customers'demand preferences.The application scope of morphological analysis was extended to concept level so as to analyze the combination capability of principle solutions to conceptual design schemes.A multi-objective optimal model was established to optimize customer demand preference satisfaction,product innovation cost and product innovativeness,and an improved fast and elitist Non-Dominated Sorting Genetic Algorithm (NSGA-Ⅱ) was applied to solve the model.A serial of conceptual design schemes were presented in the form of Pareto optimal set.A refrigerator innovation design scheme generation was taken as an example to verify the feasibility and effectiveness of this method.

Key words: conceptual design scheme, Kano model, morphological analysis, multi-objective evolutionary algorithm, Pareto optimal, refrigerator innovation design

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