Design and implementation of a fuzzy inference system for supporting customer requirements

被引:23
作者
Juang, Ying-Shen [1 ]
Lin, Shui-Shun
Kao, Hsing-Pei
机构
[1] Chung Hua Univ, Dept Business Adm, Hsinchu, Taiwan
[2] Natl Chinyi Inst Technol, Dept Business Adm, Taipei, Taiwan
[3] Natl Cent Univ, Inst Ind Management, Chungli, Taiwan
关键词
fuzzy inference; expert systems; customer requirements; fault diagnosis; integrated information system;
D O I
10.1016/j.eswa.2006.01.052
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Efficient and effective response to the requirements of customers is a major performance indicator. Failure to satisfy customer requirements implies operational weaknesses in a company. These weaknesses will damage both the rights of customers and the reputation of the company. The traditional method of handling customer requirement for a machine tool manufacturer was dominated by manual process and subjective decision. In this study, we improved the operation process of handling customer requirement. The framework of a customer requirement information system (CRIS) for machine tool manufacturers was then analyzed, integrating rule-based. fuzzy inference and expert systems, and a prototype system developed. The CRIS supports both customers and service personnel in providing a systematic way of fulfilling and analyzing customer requirements. The system was installed and operated in a machine tool manufacturer and the performance was found promising. (C) 2006 Elsevier Ltd. All rights reserved.
引用
收藏
页码:868 / 878
页数:11
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