A decision support system for the production control of a semiconductor packaging assembly line

被引：11
作者：
Mok, P. Y. [1 ]
机构：
[1] Hong Kong Polytech Univ Hunghom, Inst Text & Clothing, Hong Kong, Hong Kong, Peoples R China
来源：
EXPERT SYSTEMS WITH APPLICATIONS | 2009年 / 36卷 / 03期
关键词：
Production control; Semiconductor packaging; Evolutionary computation; Fuzzy-logic control; UNRELIABLE MANUFACTURING SYSTEMS; FLOW CONTROLLERS; PERTURBATION ANALYSIS; POLICIES; DESIGN; OPTIMIZATION;
D O I：
10.1016/j.eswa.2008.05.021
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper, production control of an actual industrial semiconductor packaging assembly line is studied. An evolutionary optimization methodology is developed to synthesize decision support systems for providing both crisp-logic and fuzzy-logic production control for the assembly line. The performance of such decision support systems is compared with that of the system originally implemented by the manufacturer. it is thus demonstrated that the proposed evolutionary methodology is effective in synthesizing decision support systems for both crisp-logic and fuzzy-logic control of the semiconductor packaging assembly production. It indicates that the proposed methodology can also synthesize decision support systems for productivity improvement in other complex manufacturing environment. (c) 2008 Elsevier Ltd. All rights reserved.
引用
收藏
页码：4423 / 4430
页数：8
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