A customer-driven quality function deployment approach for intelligent product design: A case of automatic-dishwasher

IF 7.2 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE Applied Soft Computing Pub Date : 2024-10-29 DOI:10.1016/j.asoc.2024.112403
Decui Liang , Chenghao Ou , Zeshui Xu
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Abstract

Quality Function Deployment (QFD) is one of the very effective customer-driven product development tools. With automatic dishwashers entering the Chinese market, manufacturers can use QFD to develop products that meet the unique Chinese customer requirements and explore the Chinese market. To help manufacturers maximize profits by developing automatic dishwashers to China’s market situation and competitive environment, this paper proposes an improved QFD model considering competitive learning and cost analysis based on market information analysis with Product Life Cycle (PLC) theory. On the one hand, the improved QFD model determines the life cycle stage of the product by analyzing the characteristics of the market. The improvement rate of customer requirements (CRs) determined by competitive learning in different stages has different influence on the importance weights of CRs, so that the new products developed based on design requirements (DRs) converted from CRs can better adapt to the current market environment. On the other hand, the cost strategy will also change according to different PLC stages. In cost analysis, different cost criteria weights will be determined in different life cycle stages to deal with product development risks in different market environments and help enterprises achieve better sustainable development. Finally, we take Chinese HE company’s automatic-dishwasher design as an example to show the specific application of the proposed model. The proposed model identifies the important DRs and their relative importance ranking for the product development. Comparison with existing QFD models shows the ranking obtained through the model is better integrated with market information, enabling the development of products that are better suited to the market, and helping companies to achieve sustainable development.
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客户驱动的智能产品设计质量功能部署方法:自动洗碗机案例
质量功能展开(QFD)是非常有效的客户驱动型产品开发工具之一。随着自动洗碗机进入中国市场,制造商可以利用 QFD 开发符合中国客户独特要求的产品,开拓中国市场。为了帮助制造商根据中国的市场情况和竞争环境开发自动洗碗机,实现利润最大化,本文在市场信息分析的基础上,结合产品生命周期(PLC)理论,提出了考虑竞争学习和成本分析的改进 QFD 模型。一方面,改进后的 QFD 模型通过分析市场特点来确定产品的生命周期阶段。不同阶段通过竞争学习确定的顾客需求(CRs)改进率对 CRs 的重要性权重有不同的影响,从而使根据 CRs 转换而来的设计需求(DRs)开发的新产品能更好地适应当前的市场环境。另一方面,成本策略也会随着 PLC 阶段的不同而变化。在成本分析中,不同生命周期阶段将确定不同的成本标准权重,以应对不同市场环境下的产品开发风险,帮助企业实现更好的可持续发展。最后,我们以中国家电企业的自动洗碗机设计为例,展示了所提模型的具体应用。所提出的模型识别了产品开发过程中的重要 DRs 及其相对重要性排序。通过与现有 QFD 模型的比较,我们发现该模型得到的排序能更好地与市场信息相结合,从而开发出更适合市场的产品,帮助企业实现可持续发展。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Applied Soft Computing
Applied Soft Computing 工程技术-计算机:跨学科应用
CiteScore
15.80
自引率
6.90%
发文量
874
审稿时长
10.9 months
期刊介绍: Applied Soft Computing is an international journal promoting an integrated view of soft computing to solve real life problems.The focus is to publish the highest quality research in application and convergence of the areas of Fuzzy Logic, Neural Networks, Evolutionary Computing, Rough Sets and other similar techniques to address real world complexities. Applied Soft Computing is a rolling publication: articles are published as soon as the editor-in-chief has accepted them. Therefore, the web site will continuously be updated with new articles and the publication time will be short.
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