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Modelling of assembly line balancing with energy consumption

One of the most gravitate issues in the world is energy usage. As the largest consumer in terms of energy usage, the manufacturing sector had introduced a lot of approaches to decrease their energy utilization. As the energy usage issue becomes more prominent, researchers had applied the Assembly Li...

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Main Authors: Ariff Nijay, Ramli, Mohd Fadzil Faisae, Ab Rashid
Format: Conference or Workshop Item
Language:English
English
Published: AIP Publishing 2023
Subjects:
TJ Mechanical engineering and machinery
TS Manufactures
Online Access:http://umpir.ump.edu.my/id/eprint/41080/1/2023%20AIP%20ALBEC%20Modelling.pdf
http://umpir.ump.edu.my/id/eprint/41080/7/Modelling%20of%20Assembly%20Line%20Balancing.pdf
http://umpir.ump.edu.my/id/eprint/41080/
https://doi.org/10.1063/5.0152848
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spelling my.ump.umpir.410802024-04-30T04:24:41Z http://umpir.ump.edu.my/id/eprint/41080/ Modelling of assembly line balancing with energy consumption Ariff Nijay, Ramli Mohd Fadzil Faisae, Ab Rashid TJ Mechanical engineering and machinery TS Manufactures One of the most gravitate issues in the world is energy usage. As the largest consumer in terms of energy usage, the manufacturing sector had introduced a lot of approaches to decrease their energy utilization. As the energy usage issue becomes more prominent, researchers had applied the Assembly Line Balancing (ALB) optimization that considers energy utilization as one of their efforts in reducing energy consumption. This paper discusses the related papers done by researchers, demonstrates the ALB model developed with electrical energy consideration by the application of the Matlab simulation and its validation through the manual hand calculation. The ALB with Energy Consideration (ALB-EC) was modelled into a mathematical model that could be used in solving the Simple Assembly Line Balancing Problem (SALBP), with the application of the Matlab application. The Particle Swarm Optimization (PSO) algorithm was applied and the model was tested by using three problems which consist of each of a small, medium, and large-sized test problem. Based on the finding, we could achieve the same results on the computational method along with the manual hand calculation for the evaluated total energy and objective functions. Besides, the advantages and limitations of the proposed model were also discussed in this paper. Through the application of this study, it could contribute to the reduction of electrical energy usage in the production line, which can reduce the overall energy usage CO2 gas production and prevent climate change. AIP Publishing 2023-10-06 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/41080/1/2023%20AIP%20ALBEC%20Modelling.pdf pdf en http://umpir.ump.edu.my/id/eprint/41080/7/Modelling%20of%20Assembly%20Line%20Balancing.pdf Ariff Nijay, Ramli and Mohd Fadzil Faisae, Ab Rashid (2023) Modelling of assembly line balancing with energy consumption. In: AIP Conference Proceedings. AIP Conference Proceedings;15th Universiti Malaysia Terengganu Annual Symposium 2021, UMTAS 2021 , 23 - 25 November 2021 , Virtual, Online. pp. 1-10., 2746 (1). ISSN 0094-243X https://doi.org/10.1063/5.0152848
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
Ariff Nijay, Ramli
Mohd Fadzil Faisae, Ab Rashid
Modelling of assembly line balancing with energy consumption
description One of the most gravitate issues in the world is energy usage. As the largest consumer in terms of energy usage, the manufacturing sector had introduced a lot of approaches to decrease their energy utilization. As the energy usage issue becomes more prominent, researchers had applied the Assembly Line Balancing (ALB) optimization that considers energy utilization as one of their efforts in reducing energy consumption. This paper discusses the related papers done by researchers, demonstrates the ALB model developed with electrical energy consideration by the application of the Matlab simulation and its validation through the manual hand calculation. The ALB with Energy Consideration (ALB-EC) was modelled into a mathematical model that could be used in solving the Simple Assembly Line Balancing Problem (SALBP), with the application of the Matlab application. The Particle Swarm Optimization (PSO) algorithm was applied and the model was tested by using three problems which consist of each of a small, medium, and large-sized test problem. Based on the finding, we could achieve the same results on the computational method along with the manual hand calculation for the evaluated total energy and objective functions. Besides, the advantages and limitations of the proposed model were also discussed in this paper. Through the application of this study, it could contribute to the reduction of electrical energy usage in the production line, which can reduce the overall energy usage CO2 gas production and prevent climate change.
format Conference or Workshop Item
author Ariff Nijay, Ramli
Mohd Fadzil Faisae, Ab Rashid
author_facet Ariff Nijay, Ramli
Mohd Fadzil Faisae, Ab Rashid
author_sort Ariff Nijay, Ramli
title Modelling of assembly line balancing with energy consumption
title_short Modelling of assembly line balancing with energy consumption
title_full Modelling of assembly line balancing with energy consumption
title_fullStr Modelling of assembly line balancing with energy consumption
title_full_unstemmed Modelling of assembly line balancing with energy consumption
title_sort modelling of assembly line balancing with energy consumption
publisher AIP Publishing
publishDate 2023
url http://umpir.ump.edu.my/id/eprint/41080/1/2023%20AIP%20ALBEC%20Modelling.pdf
http://umpir.ump.edu.my/id/eprint/41080/7/Modelling%20of%20Assembly%20Line%20Balancing.pdf
http://umpir.ump.edu.my/id/eprint/41080/
https://doi.org/10.1063/5.0152848
_version_ 1822924295857242112
score 13.235362

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