Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Lim, Wei Chen Esmonde, Kanagaraj, G., Ponnambalam, S. G.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2014
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
_version_ 1782307393383694336
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
work_keys_str_mv AT limweichenesmonde pcbdrillpathoptimizationbycombinatorialcuckoosearchalgorithm
AT kanagarajg pcbdrillpathoptimizationbycombinatorialcuckoosearchalgorithm
AT ponnambalamsg pcbdrillpathoptimizationbycombinatorialcuckoosearchalgorithm