Determining the importance ratings of customer requirements in quality function deployment based on interval linguistic information

被引:33
|
作者
Li, Yan-Lai [1 ,2 ]
Du, Yin-Feng [1 ,2 ]
Chin, Kwai-Sang [3 ]
机构
[1] Southwest Jiaotong Univ, Sch Traff & Logist, Chengdu, Sichuan, Peoples R China
[2] Southwest Jiaotong Univ, Tangshan Sch Grad, Tangshan, Peoples R China
[3] City Univ Hong Kong, Dept Syst Engn & Engn Management, Kowloon Tong, Hong Kong, Peoples R China
基金
中国国家自然科学基金;
关键词
importance rating analysis; customer requirements; interval linguistic information; improved cosine method; modified entropy method; GROUP DECISION-MAKING; AGGREGATION OPERATORS; TECHNICAL ATTRIBUTES; DESIGN REQUIREMENTS; FUZZY APPROACH; KANOS MODEL; QFD; METHODOLOGY; SETS;
D O I
10.1080/00207543.2017.1417650
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Quality function deployment (QFD) is a customer-oriented tool and is widely applied to design and improve products and services. Determining the importance ratings (IRs) of customer requirements (CRs) is an essential step in QFD application and will affect the quality of product design and improvement. In this study, a group decision-making method is proposed to obtain realistic IRs. Low-carbon environment is considered in recognising CRs. Interval linguistic information (ILI) is used to express the vague evaluations in product improvement. In addition, an interval linguistic weighted arithmetic averaging operator, a normalised formula, and an expected value operator are integrated to deal with evaluation matrices expressed by ILI. A relationship matrix is used reversely to acquire accurate basic IRs (BIRs). The improved cosine method based on ILI is also employed to derive BIRs. The modified entropy method based on ILI is proposed to determine a competitive priority rating (CPR) of a CR. The final IR of every CR can be obtained by integrating its BIR and CPR. Finally, a practical product improvement of turbine engine is provided to illustrate the validity and feasibility of the proposed approach.
引用
收藏
页码:4692 / 4708
页数:17
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