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Optimization of drilling path using the bees algorithm

Optimization is the process of finding the best possible solutions to a problem. It has been widely used in various areas especially in engineering problems. One of the common issues that is faced by some of the manufacturers is finding drilling sequences of multiple holes. By drilling multiple hole...

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Main Authors: Kamaruddin, Shafie, Rosdi, Mohamad Naqiuddin, Sukindar, Nor Aiman
Format: Article
Language:English
Published: Institute of Technology and Production Management University of J.E. Purkyne 2021
Subjects:
TJ1125 Machine shops and machine shop practice
TJ181 Mechanical movements
Online Access:http://irep.iium.edu.my/96075/2/96075_Optimization%20of%20drilling%20path%20using%20the%20bees%20algorithm.pdf
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spelling my.iium.irep.960752022-01-05T07:49:32Z http://irep.iium.edu.my/96075/ Optimization of drilling path using the bees algorithm Kamaruddin, Shafie Rosdi, Mohamad Naqiuddin Sukindar, Nor Aiman TJ1125 Machine shops and machine shop practice TJ181 Mechanical movements Optimization is the process of finding the best possible solutions to a problem. It has been widely used in various areas especially in engineering problems. One of the common issues that is faced by some of the manufacturers is finding drilling sequences of multiple holes. By drilling multiple holes with the least total path length, the manufacturer can save a lot of time and it can increase the productivity of the company. Thus, this study focuses on the drilling path of the multiple holes problem which has been solved by other researchers. This study uses the Bees Algorithm to find the best sequence of drilling holes (minimum total path length) and the results found are compared with the result of other algorithms. In addition to results comparison with other algorithms, the results obtained are verified with simulation results using MasterCAM software. The results comparison shows that the Bees Algorithm achieved comparable performance compared to other algorithms. Institute of Technology and Production Management University of J.E. Purkyne 2021-12-23 Article PeerReviewed application/pdf en http://irep.iium.edu.my/96075/2/96075_Optimization%20of%20drilling%20path%20using%20the%20bees%20algorithm.pdf Kamaruddin, Shafie and Rosdi, Mohamad Naqiuddin and Sukindar, Nor Aiman (2021) Optimization of drilling path using the bees algorithm. Manufacturing Technology, 21 (6). pp. 1-7. ISSN 1213–2489 E-ISSN 2787–9402 (In Press) https://www.journalmt.com/getrevsrc.php?identification=public&mag=mft&raid=1722&type=fin&ver=4
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
language English
topic TJ1125 Machine shops and machine shop practice
TJ181 Mechanical movements
spellingShingle TJ1125 Machine shops and machine shop practice
TJ181 Mechanical movements
Kamaruddin, Shafie
Rosdi, Mohamad Naqiuddin
Sukindar, Nor Aiman
Optimization of drilling path using the bees algorithm
description Optimization is the process of finding the best possible solutions to a problem. It has been widely used in various areas especially in engineering problems. One of the common issues that is faced by some of the manufacturers is finding drilling sequences of multiple holes. By drilling multiple holes with the least total path length, the manufacturer can save a lot of time and it can increase the productivity of the company. Thus, this study focuses on the drilling path of the multiple holes problem which has been solved by other researchers. This study uses the Bees Algorithm to find the best sequence of drilling holes (minimum total path length) and the results found are compared with the result of other algorithms. In addition to results comparison with other algorithms, the results obtained are verified with simulation results using MasterCAM software. The results comparison shows that the Bees Algorithm achieved comparable performance compared to other algorithms.
format Article
author Kamaruddin, Shafie
Rosdi, Mohamad Naqiuddin
Sukindar, Nor Aiman
author_facet Kamaruddin, Shafie
Rosdi, Mohamad Naqiuddin
Sukindar, Nor Aiman
author_sort Kamaruddin, Shafie
title Optimization of drilling path using the bees algorithm
title_short Optimization of drilling path using the bees algorithm
title_full Optimization of drilling path using the bees algorithm
title_fullStr Optimization of drilling path using the bees algorithm
title_full_unstemmed Optimization of drilling path using the bees algorithm
title_sort optimization of drilling path using the bees algorithm
publisher Institute of Technology and Production Management University of J.E. Purkyne
publishDate 2021
url http://irep.iium.edu.my/96075/2/96075_Optimization%20of%20drilling%20path%20using%20the%20bees%20algorithm.pdf
http://irep.iium.edu.my/96075/
https://www.journalmt.com/getrevsrc.php?identification=public&mag=mft&raid=1722&type=fin&ver=4
_version_ 1724072819736707072
score 13.211869

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