Integrating customer requirements into customized product configuration design based on Kano's model

被引:46
作者
Zhao, Shuangyao [1 ]
Zhang, Qiang [1 ]
Peng, Zhanglin [1 ]
Fan, Yu [1 ,2 ,3 ]
机构
[1] Hefei Univ Technol, Sch Management, MOE Key Lab Proc Optimizat & Intelligent Decis Ma, Hefei 230009, Peoples R China
[2] Hefei Univ Technol, Inst Ind & Equipment Technol, Hefei 230009, Peoples R China
[3] Heifei Metalforming Intelligent Mfg Co LTD, Hefei 230601, Peoples R China
基金
中国国家自然科学基金;
关键词
Customer requirements; Product configuration; Product design; Kano's model; QUALITY FUNCTION DEPLOYMENT; MASS CUSTOMIZATION; SATISFACTION; MANAGEMENT; OPTIMIZATION; QFD;
D O I
10.1007/s10845-019-01467-y
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Owing to the increasing concerns about customer needs in the current competitive market, the identification and incorporation of customer requirements (CRs) into product configuration designs have raised the interest of both researchers and practitioners. Most of the design methodologies focus on explicit technical domains to define CRs into specific design parameters directly. However, the CRs are so complicated that they are usually expressed in vague, ambiguous language containing uncertain information and are not in the form of well-defined specifications of product attributes and components. Kano's model provides a qualitative way to classify CRs accurately. However, research contributions are seldom found in terms of quantitatively integrating Kano's model with product designs. This paper identifies a novel approach based on the quantification of Kano's model for integrating CRs into product engineering characteristics. Kano's model is quantified by identifying the relationships between the CRs and customer satisfaction to link the requirements mapping phase and product configuration design phase. The quantitative results derived from Kano's model are formulated as the multi-objective functions in a mixed non-linear programming model to identify the product configuration solution. For illustrative purposes, an example associated with the configuration design of a material-forming configuration production line is presented to demonstrate the capability of the proposed model.
引用
收藏
页码:597 / 613
页数:17
相关论文
共 56 条
[1]  
Akao Y., 2003, International Journal of Quality Reliability Management, V20, P20, DOI 10.1108/02656710310453791
[2]   Configuration for mass customization: how to extend product configuration towards requirements and process configuration [J].
Aldanondo, Michel ;
Vareilles, Elise .
JOURNAL OF INTELLIGENT MANUFACTURING, 2008, 19 (05) :521-535
[3]  
[Anonymous], 1982, DECISION MAKING LEAD
[4]  
Berger C., 1993, CTR QUALITY MANAGEME
[5]   Modelling customer satisfaction for product development using genetic programming [J].
Chan, KitYan ;
Kwong, C. K. ;
Wong, T. C. .
JOURNAL OF ENGINEERING DESIGN, 2011, 22 (01) :55-68
[6]   Quality function deployment: A literature review [J].
Chan, LK ;
Wu, ML .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2002, 143 (03) :463-497
[7]   Implementing KM programmes using fuzzy QFD [J].
Chen, Ching-Wen ;
Huang, Shih-Tao .
TOTAL QUALITY MANAGEMENT & BUSINESS EXCELLENCE, 2011, 22 (04) :387-406
[8]   Integrating the Kano model into a robust design approach to enhance customer satisfaction with product design [J].
Chen, Chun-Chih ;
Chuang, Ming-Chuen .
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2008, 114 (02) :667-681
[9]   Multiple-platform based product family design for mass customization using a modified genetic algorithm [J].
Chen, Chunbao ;
Wang, Liya .
JOURNAL OF INTELLIGENT MANUFACTURING, 2008, 19 (05) :577-589
[10]   Key factors in the successful application of quality function deployment (QFD) [J].
Cristiano, JJ ;
Liker, JK ;
White, CC .
IEEE TRANSACTIONS ON ENGINEERING MANAGEMENT, 2001, 48 (01) :81-95