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Assembly line balancing with energy consumption optimization using Substituted Tiki Taka Algorithm

Assembly line balancing is assigning tasks to workstations in a production line to achieve optimal productivity. In recent years, the importance of energy studies in assembly line balancing has gained significant attention. Most existing publications focused on energy consumption in robotic assembly...

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Main Authors: Arif Nijay, Ramli, Mohd Fadzil Faisae, Ab Rashid
Format: Article
Language:English
English
Published: Springer 2024
Subjects:
TJ Mechanical engineering and machinery
TS Manufactures
Online Access:http://umpir.ump.edu.my/id/eprint/41082/1/2024%20STTA%20ALB%20EC%20PIOS%20Journal.pdf
http://umpir.ump.edu.my/id/eprint/41082/7/Assembly%20Line%20Balancing%20with%20Energy%20Consumption%20Optimization.pdf
http://umpir.ump.edu.my/id/eprint/41082/
https://doi.org/10.1007/s41660-024-00413-7
https://doi.org/10.1007/s41660-024-00413-7
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spelling my.ump.umpir.410822024-04-30T06:24:07Z http://umpir.ump.edu.my/id/eprint/41082/ Assembly line balancing with energy consumption optimization using Substituted Tiki Taka Algorithm Arif Nijay, Ramli Mohd Fadzil Faisae, Ab Rashid TJ Mechanical engineering and machinery TS Manufactures Assembly line balancing is assigning tasks to workstations in a production line to achieve optimal productivity. In recent years, the importance of energy studies in assembly line balancing has gained significant attention. Most existing publications focused on energy consumption in robotic assembly line balancing. This paper focuses on assembly line balancing with energy consumption in semi-automatic operation. The algorithm serves to improve the exploration to achieve a high-quality solution in a non-convex combinatorial problem, such as assembly line balancing with energy consumption. A novel approach called the Substituted Tiki-Taka Algorithm is introduced by incorporating a substitution mechanism to enhance exploration, thus improving the combinatorial optimization process. To evaluate the effectiveness of the Substituted Tiki-Taka Algorithm, a computational experiment is conducted using assembly line balancing with energy consumption benchmark problems. Additionally, an industrial case study is undertaken to validate the proposed model and algorithm. The results demonstrate that the Substituted Tiki-Taka Algorithm outperforms other existing algorithms in terms of line efficiency and energy consumption reduction. The findings from the case study indicate that implementing the Substituted Tiki-Taka Algorithm significantly increases line efficiency while simultaneously reducing energy consumption. These results highlight the potential of the proposed algorithm to positively impact manufacturing operations by achieving a balance between productivity and energy efficiency in assembly line systems. Springer 2024-04-26 Article PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/41082/1/2024%20STTA%20ALB%20EC%20PIOS%20Journal.pdf pdf en http://umpir.ump.edu.my/id/eprint/41082/7/Assembly%20Line%20Balancing%20with%20Energy%20Consumption%20Optimization.pdf Arif Nijay, Ramli and Mohd Fadzil Faisae, Ab Rashid (2024) Assembly line balancing with energy consumption optimization using Substituted Tiki Taka Algorithm. Process Integration and Optimization for Sustainability. pp. 1-15. ISSN 2509-4246. (In Press / Online First) (In Press / Online First) https://doi.org/10.1007/s41660-024-00413-7 https://doi.org/10.1007/s41660-024-00413-7
institution Universiti Malaysia Pahang Al-Sultan Abdullah
building UMPSA Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Pahang Al-Sultan Abdullah
content_source UMPSA Institutional Repository
url_provider http://umpir.ump.edu.my/
language English
English
topic TJ Mechanical engineering and machinery
TS Manufactures
spellingShingle TJ Mechanical engineering and machinery
TS Manufactures
Arif Nijay, Ramli
Mohd Fadzil Faisae, Ab Rashid
Assembly line balancing with energy consumption optimization using Substituted Tiki Taka Algorithm
description Assembly line balancing is assigning tasks to workstations in a production line to achieve optimal productivity. In recent years, the importance of energy studies in assembly line balancing has gained significant attention. Most existing publications focused on energy consumption in robotic assembly line balancing. This paper focuses on assembly line balancing with energy consumption in semi-automatic operation. The algorithm serves to improve the exploration to achieve a high-quality solution in a non-convex combinatorial problem, such as assembly line balancing with energy consumption. A novel approach called the Substituted Tiki-Taka Algorithm is introduced by incorporating a substitution mechanism to enhance exploration, thus improving the combinatorial optimization process. To evaluate the effectiveness of the Substituted Tiki-Taka Algorithm, a computational experiment is conducted using assembly line balancing with energy consumption benchmark problems. Additionally, an industrial case study is undertaken to validate the proposed model and algorithm. The results demonstrate that the Substituted Tiki-Taka Algorithm outperforms other existing algorithms in terms of line efficiency and energy consumption reduction. The findings from the case study indicate that implementing the Substituted Tiki-Taka Algorithm significantly increases line efficiency while simultaneously reducing energy consumption. These results highlight the potential of the proposed algorithm to positively impact manufacturing operations by achieving a balance between productivity and energy efficiency in assembly line systems.
format Article
author Arif Nijay, Ramli
Mohd Fadzil Faisae, Ab Rashid
author_facet Arif Nijay, Ramli
Mohd Fadzil Faisae, Ab Rashid
author_sort Arif Nijay, Ramli
title Assembly line balancing with energy consumption optimization using Substituted Tiki Taka Algorithm
title_short Assembly line balancing with energy consumption optimization using Substituted Tiki Taka Algorithm
title_full Assembly line balancing with energy consumption optimization using Substituted Tiki Taka Algorithm
title_fullStr Assembly line balancing with energy consumption optimization using Substituted Tiki Taka Algorithm
title_full_unstemmed Assembly line balancing with energy consumption optimization using Substituted Tiki Taka Algorithm
title_sort assembly line balancing with energy consumption optimization using substituted tiki taka algorithm
publisher Springer
publishDate 2024
url http://umpir.ump.edu.my/id/eprint/41082/1/2024%20STTA%20ALB%20EC%20PIOS%20Journal.pdf
http://umpir.ump.edu.my/id/eprint/41082/7/Assembly%20Line%20Balancing%20with%20Energy%20Consumption%20Optimization.pdf
http://umpir.ump.edu.my/id/eprint/41082/
https://doi.org/10.1007/s41660-024-00413-7
https://doi.org/10.1007/s41660-024-00413-7
_version_ 1822924296188592128
score 13.235362

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