An approach of new product planning using quality function deployment and fuzzy linear programming model

Wen Chang Ko, Liang Hsuan Chen

Research output: Contribution to journalArticlepeer-review

24 Citations (Scopus)

Abstract

Quality function deployment (QFD) is a useful tool for maximising customer satisfaction in the new product planning (NPP) process. When applying QFD, recognising the importance levels of customer requirements (CRs) is a vital issue, since they have great influences on the values of decision variables, i.e. the fulfilment levels of design requirements (DRs), for NPP. Unlike existing researches, this study evaluates the importance scores of CRs from three different perspectives: the customer, competition and value perspectives. To cope with the vague and uncertain nature at the NPP stage, various fuzzy approaches are adopted for measuring the importance scores of CRs from different perspectives. The three measures are aggregated as the evaluated importance score of each CR. In addition, different to prior studies, this paper modifies Chen and Wengs model to develop a new normalised relationship between CRs and DRs to improve the existing models drawbacks. A fuzzy linear programming model is established to determine the optimal fulfilment levels of DRs to maximally satisfy CRs. Based on an illustrative example, the proposed method achieves greater total customer satisfaction than previous methods. Furthermore, this paper also proposed a normalised relationship formulation with conventional way to reasonablely modify Wassermans model.

Original languageEnglish
Pages (from-to)1728-1743
Number of pages16
JournalInternational Journal of Production Research
Volume52
Issue number6
DOIs
Publication statusPublished - 2014 Mar 19

All Science Journal Classification (ASJC) codes

  • Strategy and Management
  • Management Science and Operations Research
  • Industrial and Manufacturing Engineering

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