基于合作博弈共识机制和三方决策法的质量功能开发新方法

IF 9.8 1区 工程技术 Q1 ENGINEERING, INDUSTRIAL International Journal of Production Economics Pub Date : 2024-08-22 DOI:10.1016/j.ijpe.2024.109380
Jing Wang , Hu-Chen Liu , Junyao Zhang , Hua Shi , Qi-Zhen Zhang
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引用次数: 0

摘要

质量功能展开(QFD)是一种基于团队的产品开发方法,用于根据客户要求确定关键工程特性,以提高客户满意度。然而,当前的 QFD 方法在实际应用中存在一些局限性。例如,大多数 QFD 方法无法处理专家对客户要求和工程特性之间相关性评价的冲突意见,而且只关注如何获得工程特性的完整重要性排序,而这在许多现实情况中是不必要的。在本研究中,我们旨在利用合作博弈共识达成过程和三向决策理论开发一种新的 QFD 方法。首先,应用基于合作博弈的共识机制,帮助专家就客户需求与工程特性之间的相关性评估达成共识。然后,采用扩展的三向决策方法获得工程特性的重要性分类,并确定产品改进的关键特性。最后,通过可再生能源储能技术改进的案例研究说明了所提出的 QFD 方法,并通过对比分析和仿真分析验证了该方法的效率和优势。
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New approach for quality function development based on cooperative game-based consensus mechanism and three-way decision method

Quality function deployment (QFD) is a team-based product development approach for identifying critical engineering characteristics according to customer requirements to improve customer satisfaction. Nonetheless, there are some limitations in the current QFD methods when used in real-world situations. For example, most of them cannot handle experts’ conflict opinions regarding the correlation evaluations between customer requirements and engineering characteristics, and only focus on how to acquire a complete importance ranking of engineering characteristics which is unnecessary in many realistic cases. In this study, we aim to develop a new QFD approach by using the cooperative game consensus reaching process and three-way decision theory. First, the cooperative game-based consensus mechanism is applied to help experts reach a consensus on the correlation assessments between customer requirements and engineering characteristics. Then, an extended three-way decision method is adopted to obtain the importance classifications of engineering characteristics and identify the critical ones for product improvement. Finally, the proposed QFD approach is illustrated with a case study regarding renewable energy storage technology improvement, and its efficiency and advantages are verified via comparative analysis and simulation analysis.

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来源期刊
International Journal of Production Economics
International Journal of Production Economics 管理科学-工程:工业
CiteScore
21.40
自引率
7.50%
发文量
266
审稿时长
52 days
期刊介绍: The International Journal of Production Economics focuses on the interface between engineering and management. It covers all aspects of manufacturing and process industries, as well as production in general. The journal is interdisciplinary, considering activities throughout the product life cycle and material flow cycle. It aims to disseminate knowledge for improving industrial practice and strengthening the theoretical base for decision making. The journal serves as a forum for exchanging ideas and presenting new developments in theory and application, combining academic standards with practical value for industrial applications.
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