TY - JOUR
T1 - An ISM, DEI, and ANP based approach for product family development
AU - Hsiao, Shih Wen
AU - Ko, Ya Chuan
AU - Lo, Chi Hung
AU - Chen, Shih Ho
N1 - Funding Information:
The authors are grateful to the National Science Council of the Republic of China for supporting this research under Grant NSC-97-2221-E-006-167-MY2 .
PY - 2013/1
Y1 - 2013/1
N2 - Product customization has been used for many years, and with this concept, product families can be designed that are better matched to the needs of customers through the use of market segmentation and modular architecture. This study is composed of two phases: the first phase establishes the modular architecture, and taking a bicycle as the case study, applies the Interpretive Structural Model (ISM) to modularize and cluster parts, and then models the connecting relations between the parts numerically using a Disassembly Effort Index (DEI). The second step involves the development of a product family using cluster analysis to divide the experimental samples and the employment of an Analytic Network Process (ANP) to obtain the optimal weight performance of the modules after establishing the market segmentation model. Results of the case study establish four product families and address construction performance of both the common and independent modules between the product families.
AB - Product customization has been used for many years, and with this concept, product families can be designed that are better matched to the needs of customers through the use of market segmentation and modular architecture. This study is composed of two phases: the first phase establishes the modular architecture, and taking a bicycle as the case study, applies the Interpretive Structural Model (ISM) to modularize and cluster parts, and then models the connecting relations between the parts numerically using a Disassembly Effort Index (DEI). The second step involves the development of a product family using cluster analysis to divide the experimental samples and the employment of an Analytic Network Process (ANP) to obtain the optimal weight performance of the modules after establishing the market segmentation model. Results of the case study establish four product families and address construction performance of both the common and independent modules between the product families.
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U2 - 10.1016/j.aei.2012.10.008
DO - 10.1016/j.aei.2012.10.008
M3 - Article
AN - SCOPUS:84872956381
SN - 1474-0346
VL - 27
SP - 131
EP - 148
JO - Advanced Engineering Informatics
JF - Advanced Engineering Informatics
IS - 1
ER -