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  HomeContents of Chinese Journal of Mechanical Engineering 2003 No.4APPLICATION RESEARCH OF USING FUZZY REGRESSION IN QFD MODELING

APPLICATION RESEARCH OF USING FUZZY

 REGRESSION IN QFD MODELING

 

Chen Yizeng  Tang Jiafu  Ren Liyi  Hou Rongtao

(Northeastern University)

 

Abstract: Quality function deployment (QFD) is becoming a widely used customer-oriented approach and tool in product design. The inherent fuzziness in QFD modeling makes fuzzy regression more appealing than classical statistical tools. A mathematic method to determine the relation functions between customer requirements and engineering characteristics and correlation functions among engineering characteristics using optimization theory combined with fuzzy regression theory is presented, and furthermore a modeling approach for QFD planning is proposed. The proposed modeling approach would be applicable to a wide spectrum of design problems where multiple design criteria and functional design relationships are interacting and/or conflicting in an uncertain and fuzzy product design process. The proposed approach would allow a design team to reconcile tradeoffs among the various customer satisfaction levels as well as the inherent fuzziness in the system.

Key words: Quality function deployment  House of quality  Fuzzy regressions  Mathematic program model

CLC No: TP12

国家自然科学基金(70002009)和西安交通大学机械系统工程国家重点实验室基金资助项目. Received 20020401, received in revised form 20020716

 
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