Systematical decision-making approach for quality function deployment based on uncertain linguistic term sets

Abstract

A systematical decision-making approach is constructed for quality function deployment (QFD) in uncertain linguistic situations. The mathematical expression and operation of linguistic terms play important roles in the proposed approach in terms of customer requirements (CRs) and design requirements (DRs) in QFD. First, hesitant fuzzy linguistic term sets are designed to conveniently express uncertain linguistic terms and compute with words after the data derived from customers are pretreated and integrated in the decision-making process. Second, the tolerance deviation is defined to restrict innovatively the deviation range of fuzzy linguistic terms in the assessment stage of relative importance for CRs. Third, information entropy is originally designed to determine the final importance of DRs. Moreover, an empirical study on the research project called vortex recoil hydraulic retarder is conducted to demonstrate the performance of the systematical decision-making approach. The proposed approach can be applied to a wide variety of new product development problems in uncertainty settings.

Keywords:

• Quality function deployment
• uncertainty
• decision-making
• fuzzy set
• linguistic term set

Additional information

Funding

This work was partially supported by the National Key Research and Development Plan of China [grant number 2016YFD0700604, 2016YFD0700605]; the Fundamental Research Funds for the Central Universities of China [grant number JZ2016HGBZ1035]; and the Anhui Provincial University Natural Science Research Project [grant number KJ2017A891].