The Study of Lithium-ion Battery Characteristic During State of Charge using MATLAB/Simulink
This research investigates the charging and discharging behaviour of the Lithium-ion (Li-ion) battery model AMP20M1HD across a diverse range of Constant Current (C-rate) levels and temperatures spanning -30 degrees C to 50 degrees C. Various C-rates are investigated to observe the impact of charging...
Published in: | 2024 IEEE INTERNATIONAL CONFERENCE ON AUTOMATIC CONTROL AND INTELLIGENT SYSTEMS, I2CACIS 2024 |
---|---|
Main Authors: | , , , |
Format: | Proceedings Paper |
Language: | English |
Published: |
IEEE
2024
|
Subjects: | |
Online Access: | https://www-webofscience-com.uitm.idm.oclc.org/wos/woscc/full-recordWOS:001308267400018 |
author |
Yasin Mohammad Lukman Mohd; Kamal Mahanijah Md; Vijyakumar Kanendra Naidu |
---|---|
spellingShingle |
Yasin Mohammad Lukman Mohd; Kamal Mahanijah Md; Vijyakumar Kanendra Naidu The Study of Lithium-ion Battery Characteristic During State of Charge using MATLAB/Simulink Automation & Control Systems; Computer Science |
author_facet |
Yasin Mohammad Lukman Mohd; Kamal Mahanijah Md; Vijyakumar Kanendra Naidu |
author_sort |
Yasin |
spelling |
Yasin, Mohammad Lukman Mohd; Kamal, Mahanijah Md; Vijyakumar, Kanendra Naidu The Study of Lithium-ion Battery Characteristic During State of Charge using MATLAB/Simulink 2024 IEEE INTERNATIONAL CONFERENCE ON AUTOMATIC CONTROL AND INTELLIGENT SYSTEMS, I2CACIS 2024 English Proceedings Paper This research investigates the charging and discharging behaviour of the Lithium-ion (Li-ion) battery model AMP20M1HD across a diverse range of Constant Current (C-rate) levels and temperatures spanning -30 degrees C to 50 degrees C. Various C-rates are investigated to observe the impact of charging and discharging processes. Preliminary investigation highlights the overcharging and over discharging adversely impacts the C rate. The state-of-charge estimation model, implemented with MATLAB/Simulink, integrates Li-ion Battery, voltage, and temperature sensors, providing a comprehensive understanding of Li-ion battery behaviour. Trends in the data shows that lower temperatures are linked to overcharging in low C-rate charging scenarios, while higher temperatures lead to overcharging in high C-rate charging scenarios. Similarly, low temperatures contribute to over-discharging in low C-rate discharging scenarios, with the minimum error observed at 20 degrees C. In contrast, in high C-rate discharging scenarios, high temperatures increase over-discharging, with least error noted at 0 degrees C. The analysis further exposes subtle temperature influences, highlighting the complex interaction between temperature and C-rate. This highlights how important it is to manage the parameters for the best battery performance precisely; it also suggests crucial balance and temperature ranges that are appropriate for various C-rate scenarios. IEEE 2995-2840 2024 10.1109/I2CACIS61270.2024.10649837 Automation & Control Systems; Computer Science WOS:001308267400018 https://www-webofscience-com.uitm.idm.oclc.org/wos/woscc/full-recordWOS:001308267400018 |
title |
The Study of Lithium-ion Battery Characteristic During State of Charge using MATLAB/Simulink |
title_short |
The Study of Lithium-ion Battery Characteristic During State of Charge using MATLAB/Simulink |
title_full |
The Study of Lithium-ion Battery Characteristic During State of Charge using MATLAB/Simulink |
title_fullStr |
The Study of Lithium-ion Battery Characteristic During State of Charge using MATLAB/Simulink |
title_full_unstemmed |
The Study of Lithium-ion Battery Characteristic During State of Charge using MATLAB/Simulink |
title_sort |
The Study of Lithium-ion Battery Characteristic During State of Charge using MATLAB/Simulink |
container_title |
2024 IEEE INTERNATIONAL CONFERENCE ON AUTOMATIC CONTROL AND INTELLIGENT SYSTEMS, I2CACIS 2024 |
language |
English |
format |
Proceedings Paper |
description |
This research investigates the charging and discharging behaviour of the Lithium-ion (Li-ion) battery model AMP20M1HD across a diverse range of Constant Current (C-rate) levels and temperatures spanning -30 degrees C to 50 degrees C. Various C-rates are investigated to observe the impact of charging and discharging processes. Preliminary investigation highlights the overcharging and over discharging adversely impacts the C rate. The state-of-charge estimation model, implemented with MATLAB/Simulink, integrates Li-ion Battery, voltage, and temperature sensors, providing a comprehensive understanding of Li-ion battery behaviour. Trends in the data shows that lower temperatures are linked to overcharging in low C-rate charging scenarios, while higher temperatures lead to overcharging in high C-rate charging scenarios. Similarly, low temperatures contribute to over-discharging in low C-rate discharging scenarios, with the minimum error observed at 20 degrees C. In contrast, in high C-rate discharging scenarios, high temperatures increase over-discharging, with least error noted at 0 degrees C. The analysis further exposes subtle temperature influences, highlighting the complex interaction between temperature and C-rate. This highlights how important it is to manage the parameters for the best battery performance precisely; it also suggests crucial balance and temperature ranges that are appropriate for various C-rate scenarios. |
publisher |
IEEE |
issn |
2995-2840 |
publishDate |
2024 |
container_volume |
|
container_issue |
|
doi_str_mv |
10.1109/I2CACIS61270.2024.10649837 |
topic |
Automation & Control Systems; Computer Science |
topic_facet |
Automation & Control Systems; Computer Science |
accesstype |
|
id |
WOS:001308267400018 |
url |
https://www-webofscience-com.uitm.idm.oclc.org/wos/woscc/full-recordWOS:001308267400018 |
record_format |
wos |
collection |
Web of Science (WoS) |
_version_ |
1820775407593455616 |