Customer requirements mapping method based on association rule mining for mass customization |
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Authors: | Shi-sheng Xia Li-ya Wang |
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Institution: | Department of Industrial Engineering & Management, Shanghai Jiaotong University, Shanghai 200240, China |
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Abstract: | Customer requirements analysis is the key step for product variety design of mass customiza-tion(MC). Quality function deployment (QFD) is a widely used management technique for understanding thevoice of the customer (VOC), however, QFD depends heavily on human subject judgment during extractingcustomer requirements and determination of the importance weights of customer requirements. QFD pro-cess and related problems are so complicated that it is not easily used. In this paper, based on a generaldata structure of product family, generic bill of material (CBOM), association rules analysis was introducedto construct the classification mechanism between customer requirements and product architecture. The newmethod can map customer requirements to the items of product family architecture respectively, accomplishthe mapping process from customer domain to physical domain directly, and decrease mutual process betweencustomer and designer, improve the product design quality, and thus furthest satisfy customer needs. Finally,an example of customer requirements mapping of the elevator cabin was used to illustrate the proposed method. |
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Keywords: | association rules analysis requirements mapping classification mechanism generic bills ofmaterial (GBOM) mass customization |
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