Influence of operational and economic factors on the optimal design of an electric vehicle battery cooling system

Electric vehicles are a leading alternative to traditional vehicles. However, high expenditure on battery replacement due to rapid capacity loss limits their market penetration. Given that the high temperatures reached during operation greatly contribute to capacity loss, battery cooling systems are...

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Main Authors: Gundran, Julius Ezra M., Culaba, Alvin B., Ubando, Aristotle T.
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Published: Animo Repository 2020
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Online Access:https://animorepository.dlsu.edu.ph/faculty_research/2136
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spelling oai:animorepository.dlsu.edu.ph:faculty_research-31352021-08-17T02:58:52Z Influence of operational and economic factors on the optimal design of an electric vehicle battery cooling system Gundran, Julius Ezra M. Culaba, Alvin B. Ubando, Aristotle T. Electric vehicles are a leading alternative to traditional vehicles. However, high expenditure on battery replacement due to rapid capacity loss limits their market penetration. Given that the high temperatures reached during operation greatly contribute to capacity loss, battery cooling systems are often necessary to extend battery life. In designing a cooling system, lifetime cost is a crucial consideration as both capital expenditure and battery replacement cost savings are associated with the system. To extend the prior initial study, this study investigates the influence of various factors on the economically optimal design. Similar to the initial study, the investigated case is that of a typical electric jeepney in Manila, Philippines. Existing models for the electrothermal and aging behavior of the battery, thermal behavior of the cooling system, and capital costs of the cooling system components are linked to form a system simulation. The simulation, implemented in Simulink is coupled with a genetic algorithm implementation in MATLAB to generate the optimal cooling system design. As with the initial study, air and phase change material are the cooling media considered. Given their significant expected influence on the optimal design, the following factors are investigated: drive cycle, ambient temperatures, and component capital costs. The results of this study agree with the preliminary study. The optimization results do not favor air cooling in any case investigated; none of the cases justify its high capital and operating costs. Phase change material (PCM) cooling is also unfavored in all cases, save for that using the US06 drive cycle, showing that only extreme temperature rise due to high current draw can justify investment in PCM cooling. Although previous studies have found that lowering battery temperature extends battery life, this study reveals that the capital and operating costs of battery cooling systems are still a hurdle to be overcome. © 2020 Institute of Physics Publishing. All rights reserved. 2020-04-06T07:00:00Z text text/html https://animorepository.dlsu.edu.ph/faculty_research/2136 https://animorepository.dlsu.edu.ph/context/faculty_research/article/3135/type/native/viewcontent Faculty Research Work Animo Repository Electric vehicles—Batteries—Cooling Cooling systems--Design Mechanical Engineering
institution De La Salle University
building De La Salle University Library
continent Asia
country Philippines
Philippines
content_provider De La Salle University Library
collection DLSU Institutional Repository
topic Electric vehicles—Batteries—Cooling
Cooling systems--Design
Mechanical Engineering
spellingShingle Electric vehicles—Batteries—Cooling
Cooling systems--Design
Mechanical Engineering
Gundran, Julius Ezra M.
Culaba, Alvin B.
Ubando, Aristotle T.
Influence of operational and economic factors on the optimal design of an electric vehicle battery cooling system
description Electric vehicles are a leading alternative to traditional vehicles. However, high expenditure on battery replacement due to rapid capacity loss limits their market penetration. Given that the high temperatures reached during operation greatly contribute to capacity loss, battery cooling systems are often necessary to extend battery life. In designing a cooling system, lifetime cost is a crucial consideration as both capital expenditure and battery replacement cost savings are associated with the system. To extend the prior initial study, this study investigates the influence of various factors on the economically optimal design. Similar to the initial study, the investigated case is that of a typical electric jeepney in Manila, Philippines. Existing models for the electrothermal and aging behavior of the battery, thermal behavior of the cooling system, and capital costs of the cooling system components are linked to form a system simulation. The simulation, implemented in Simulink is coupled with a genetic algorithm implementation in MATLAB to generate the optimal cooling system design. As with the initial study, air and phase change material are the cooling media considered. Given their significant expected influence on the optimal design, the following factors are investigated: drive cycle, ambient temperatures, and component capital costs. The results of this study agree with the preliminary study. The optimization results do not favor air cooling in any case investigated; none of the cases justify its high capital and operating costs. Phase change material (PCM) cooling is also unfavored in all cases, save for that using the US06 drive cycle, showing that only extreme temperature rise due to high current draw can justify investment in PCM cooling. Although previous studies have found that lowering battery temperature extends battery life, this study reveals that the capital and operating costs of battery cooling systems are still a hurdle to be overcome. © 2020 Institute of Physics Publishing. All rights reserved.
format text
author Gundran, Julius Ezra M.
Culaba, Alvin B.
Ubando, Aristotle T.
author_facet Gundran, Julius Ezra M.
Culaba, Alvin B.
Ubando, Aristotle T.
author_sort Gundran, Julius Ezra M.
title Influence of operational and economic factors on the optimal design of an electric vehicle battery cooling system
title_short Influence of operational and economic factors on the optimal design of an electric vehicle battery cooling system
title_full Influence of operational and economic factors on the optimal design of an electric vehicle battery cooling system
title_fullStr Influence of operational and economic factors on the optimal design of an electric vehicle battery cooling system
title_full_unstemmed Influence of operational and economic factors on the optimal design of an electric vehicle battery cooling system
title_sort influence of operational and economic factors on the optimal design of an electric vehicle battery cooling system
publisher Animo Repository
publishDate 2020
url https://animorepository.dlsu.edu.ph/faculty_research/2136
https://animorepository.dlsu.edu.ph/context/faculty_research/article/3135/type/native/viewcontent
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