Title :
Fuzzy Approaches for Constructing House of Quality in QFD and Its Applications: A Group Decision-Making Method
Author :
Liang-Hsuan Chen ; Wen-Chang Ko ; Chien-Yao Tseng
Author_Institution :
Dept. of Ind. & Inf. Manage., Nat. Cheng Kung Univ., Tainan, Taiwan
Abstract :
Quality function deployment (QFD) is a useful planning approach for constructing new product designs or modifying existing products. The approach has been widely adopted in various applications. For QFD processes, the house of quality (HOQ) is first constructed to describe customer requirements (CRs) and their importance, design requirements (DRs), the relationships between CRs and DRs, and the correlations among DRs. This study proposes a systematic procedure for constructing the HOQ and describes its application from a group decision-making (GDM) perspective. Considering the imprecise information in the design stage, fuzzy set theory is employed to develop fuzzy approaches for constructing the HOQ. In practical applications, a QFD team is usually organized to collect relevant information; therefore, GDM approaches are incorporated into the construction process of the HOQ. To reflect the differences between decision-makers´ evaluations of elements in the HOQ, various ways of assessing the components of the HOQ are allowed. A modified fuzzy clustering approach is proposed for finding the consensus of the QFD team. Based on the established HOQ, approaches are presented for prioritizing DRs as a reference for allocating internal resources to appropriate DRs in order to optimally satisfy CRs. A numerical example is used to demonstrate the applicability of the proposed approaches.
Keywords :
decision making; design engineering; fuzzy set theory; quality function deployment; resource allocation; statistical analysis; CR; DR; GDM approaches; HOQ; QFD applications; QFD processes; construction process; customer requirements; decision-maker evaluations; design requirements; design stage; fuzzy approaches; fuzzy set theory; group decision-making method; house of quality; internal resource allocation; modified fuzzy clustering approach; new product designs; planning approach; quality function deployment; systematic procedure; Correlation; Decision making; Delta modulation; Open wireless architecture; Pragmatics; Quality function deployment; Vectors; Fuzzy approach; group decision making (GDM); house of quality (HOQ); new product development; quality function deployment (QFD);
Journal_Title :
Engineering Management, IEEE Transactions on
DOI :
10.1109/TEM.2012.2204063