Tool path generation of contour parallel based on ant colony optimisation

In today’s competitive market of manufacturing industry, shorter machining time is one of important factor for reducing the manufacturer’s cost. This paper presents the minimisation of machining time of computer numerical control (CNC) by eliminating the uncut region of sharp corner based on contour...

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Main Authors: Abdullah, Haslina, Ramli, Rizauddin, Abd Wahab, Dzuraidah, Abu Qudeiri, Jaber
Format: Article
Published: UTM Press. 2016
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Online Access:http://eprints.uthm.edu.my/3623/
https://dx.doi.org/10.11113/jt.v78.9144
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spelling my.uthm.eprints.36232021-11-21T03:50:15Z http://eprints.uthm.edu.my/3623/ Tool path generation of contour parallel based on ant colony optimisation Abdullah, Haslina Ramli, Rizauddin Abd Wahab, Dzuraidah Abu Qudeiri, Jaber TS155-194 Production management. Operations management In today’s competitive market of manufacturing industry, shorter machining time is one of important factor for reducing the manufacturer’s cost. This paper presents the minimisation of machining time of computer numerical control (CNC) by eliminating the uncut region of sharp corner based on contour parallel milling method. Each uncut region at sharp corner is represented by uncut line which consists of two nodes in x and y directions. An Ant Colony Optimisation (ACO) method is used to optimize the tool path length because of its capability to find the shortest tool path length. The optimisation of tool path length based on ACO algorithm ascertained that the cutting tool remove the uncut line once and able to eliminate the uncut region in the shortest tool path length. To observe the effectiveness of the ACO performance, the simulation results are compared with the results obtained by the previous method. Finally the simulation results show the reduction of 5% machining time compared to previous method. UTM Press. 2016 Article PeerReviewed Abdullah, Haslina and Ramli, Rizauddin and Abd Wahab, Dzuraidah and Abu Qudeiri, Jaber (2016) Tool path generation of contour parallel based on ant colony optimisation. Jurnal Teknologi (Sciences & Engineering), 78 (6-9). pp. 31-36. ISSN 0127-9696 https://dx.doi.org/10.11113/jt.v78.9144
institution Universiti Tun Hussein Onn Malaysia
building UTHM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Tun Hussein Onn Malaysia
content_source UTHM Institutional Repository
url_provider http://eprints.uthm.edu.my/
topic TS155-194 Production management. Operations management
spellingShingle TS155-194 Production management. Operations management
Abdullah, Haslina
Ramli, Rizauddin
Abd Wahab, Dzuraidah
Abu Qudeiri, Jaber
Tool path generation of contour parallel based on ant colony optimisation
description In today’s competitive market of manufacturing industry, shorter machining time is one of important factor for reducing the manufacturer’s cost. This paper presents the minimisation of machining time of computer numerical control (CNC) by eliminating the uncut region of sharp corner based on contour parallel milling method. Each uncut region at sharp corner is represented by uncut line which consists of two nodes in x and y directions. An Ant Colony Optimisation (ACO) method is used to optimize the tool path length because of its capability to find the shortest tool path length. The optimisation of tool path length based on ACO algorithm ascertained that the cutting tool remove the uncut line once and able to eliminate the uncut region in the shortest tool path length. To observe the effectiveness of the ACO performance, the simulation results are compared with the results obtained by the previous method. Finally the simulation results show the reduction of 5% machining time compared to previous method.
format Article
author Abdullah, Haslina
Ramli, Rizauddin
Abd Wahab, Dzuraidah
Abu Qudeiri, Jaber
author_facet Abdullah, Haslina
Ramli, Rizauddin
Abd Wahab, Dzuraidah
Abu Qudeiri, Jaber
author_sort Abdullah, Haslina
title Tool path generation of contour parallel based on ant colony optimisation
title_short Tool path generation of contour parallel based on ant colony optimisation
title_full Tool path generation of contour parallel based on ant colony optimisation
title_fullStr Tool path generation of contour parallel based on ant colony optimisation
title_full_unstemmed Tool path generation of contour parallel based on ant colony optimisation
title_sort tool path generation of contour parallel based on ant colony optimisation
publisher UTM Press.
publishDate 2016
url http://eprints.uthm.edu.my/3623/
https://dx.doi.org/10.11113/jt.v78.9144
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score 13.211869