Proceedings of the 7th FIRST 2023 International Conference on Global Innovations (FIRST-ESCSI 2023)

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Smart Charging Model Design with ACO Algorithm for Determining Current Charging Pattern

Authors
Selamat Muslimin1, *, Zainudin Nawawi1, Bakti Yudo Suprapto1, Tresna Dewi1
1Universitas Sriwijaya, Palembang, Indonesia
*Corresponding author. Email: selamet_muslimin@polsri.ac.id
Corresponding Author
Selamat Muslimin
Available Online 27 February 2024.
DOI
10.2991/978-94-6463-386-3_35How to use a DOI?
Keywords
Ant Colony Optimization; Smart Charging; battery
Abstract

The electric car battery-charging system significantly affects the quality of battery usage and charging time. Therefore, we need smart charging which can determine the optimal battery-charging pattern to produce a fast and controlled charging system. This study discusses the implementation of an Ant Colony Optimization (ACO) algorithm in a battery-charging system. The ACO algorithm determines charging current patterns, resulting in fast and controlled charging for each battery. The experimental results show that the system with the ACO algorithm can charge four lead-acid batteries quickly and in a controlled manner. This research also shows that the ACO algorithm setting system can charge the battery 8,413 min faster than the conventional CC-CV method.

Copyright
© 2024 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title
Proceedings of the 7th FIRST 2023 International Conference on Global Innovations (FIRST-ESCSI 2023)
Series
Advances in Engineering Research
Publication Date
27 February 2024
ISBN
978-94-6463-386-3
ISSN
2352-5401
DOI
10.2991/978-94-6463-386-3_35How to use a DOI?
Copyright
© 2024 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

risenwbib
TY  - CONF
AU  - Selamat Muslimin
AU  - Zainudin Nawawi
AU  - Bakti Yudo Suprapto
AU  - Tresna Dewi
PY  - 2024
DA  - 2024/02/27
TI  - Smart Charging Model Design with ACO Algorithm for Determining Current Charging Pattern
BT  - Proceedings of the 7th FIRST 2023 International Conference on Global Innovations (FIRST-ESCSI 2023)
PB  - Atlantis Press
SP  - 316
EP  - 330
SN  - 2352-5401
UR  - https://doi.org/10.2991/978-94-6463-386-3_35
DO  - 10.2991/978-94-6463-386-3_35
ID  - Muslimin2024
ER  -