A genetic algorithm-based planning system for PCB component placement

被引:29
|
作者
Khoo, LP
Ng, TK
机构
[1] Nanyang Technol Univ, Sch Mech & Prod Engn, Singapore 639798, Singapore
[2] Hewlett Packard Singapore Pte Ltd, Singapore 119961, Singapore
关键词
PCB component placement sequence; genetic algorithms; optimisation;
D O I
10.1016/S0925-5273(98)00010-3
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In recent years, there has been increasing research interest in PCB assembly planning. This paper presents the work that leads to the development of a prototype genetic algorithm-based planning system for near-optimal PCB component placement sequence. The prototype system aims at assisting process engineers in the formulation of component placement sequence for semi-automatic assembly of PCBs. PCB placement priority and sequencing decision rules are incorporated as constrains into the prototype system. Details of the prototype system are described, The prototype system was validated using a PCB model extracted from literature. Details of system validation, and performance evaluation and comparison are presented. (C) 1998 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:321 / 332
页数:12
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