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PCB Drill Path Optimization by Combinatorial Cuckoo Search Algorithm
Optimization of drill path can lead to significant reduction in machining time which directly improves productivity of manufacturing systems. In a batch production of a large number of items to be drilled such as printed circuit boards (PCB), the travel time of the drilling device is a significant p...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3953641/ https://www.ncbi.nlm.nih.gov/pubmed/24707198 http://dx.doi.org/10.1155/2014/264518 |
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author | Lim, Wei Chen Esmonde Kanagaraj, G. Ponnambalam, S. G. |
author_facet | Lim, Wei Chen Esmonde Kanagaraj, G. Ponnambalam, S. G. |
author_sort | Lim, Wei Chen Esmonde |
collection | PubMed |
description | Optimization of drill path can lead to significant reduction in machining time which directly improves productivity of manufacturing systems. In a batch production of a large number of items to be drilled such as printed circuit boards (PCB), the travel time of the drilling device is a significant portion of the overall manufacturing process. To increase PCB manufacturing productivity and to reduce production costs, a good option is to minimize the drill path route using an optimization algorithm. This paper reports a combinatorial cuckoo search algorithm for solving drill path optimization problem. The performance of the proposed algorithm is tested and verified with three case studies from the literature. The computational experience conducted in this research indicates that the proposed algorithm is capable of efficiently finding the optimal path for PCB holes drilling process. |
format | Online Article Text |
id | pubmed-3953641 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
spelling | pubmed-39536412014-04-06 PCB Drill Path Optimization by Combinatorial Cuckoo Search Algorithm Lim, Wei Chen Esmonde Kanagaraj, G. Ponnambalam, S. G. ScientificWorldJournal Research Article Optimization of drill path can lead to significant reduction in machining time which directly improves productivity of manufacturing systems. In a batch production of a large number of items to be drilled such as printed circuit boards (PCB), the travel time of the drilling device is a significant portion of the overall manufacturing process. To increase PCB manufacturing productivity and to reduce production costs, a good option is to minimize the drill path route using an optimization algorithm. This paper reports a combinatorial cuckoo search algorithm for solving drill path optimization problem. The performance of the proposed algorithm is tested and verified with three case studies from the literature. The computational experience conducted in this research indicates that the proposed algorithm is capable of efficiently finding the optimal path for PCB holes drilling process. Hindawi Publishing Corporation 2014-02-23 /pmc/articles/PMC3953641/ /pubmed/24707198 http://dx.doi.org/10.1155/2014/264518 Text en Copyright © 2014 Wei Chen Esmonde Lim et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Lim, Wei Chen Esmonde Kanagaraj, G. Ponnambalam, S. G. PCB Drill Path Optimization by Combinatorial Cuckoo Search Algorithm |
title | PCB Drill Path Optimization by Combinatorial Cuckoo Search Algorithm |
title_full | PCB Drill Path Optimization by Combinatorial Cuckoo Search Algorithm |
title_fullStr | PCB Drill Path Optimization by Combinatorial Cuckoo Search Algorithm |
title_full_unstemmed | PCB Drill Path Optimization by Combinatorial Cuckoo Search Algorithm |
title_short | PCB Drill Path Optimization by Combinatorial Cuckoo Search Algorithm |
title_sort | pcb drill path optimization by combinatorial cuckoo search algorithm |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3953641/ https://www.ncbi.nlm.nih.gov/pubmed/24707198 http://dx.doi.org/10.1155/2014/264518 |
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