Conference
Comparing Traditional and Machine Learning Models for Battery SOC Calculation
Abstract
The automotive industry is currently investing heavily to pivot from conventional internal combustion engines to electric powertrains. The battery pack still makes up a large portion of each electric vehicle’s cost, making management and control of the battery crucial for this transition. With improved state of charge estimation an increased amount of energy can safely be extracted from each battery pack, therefore increasing the range, or …
Authors
Barrios FA; Di Donato J; Vidal C; Chemmanoor N; Ahmed R; Emadi A; Habibi S
Volume
00
Pagination
pp. 125-130
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Publication Date
June 17, 2022
DOI
10.1109/itec53557.2022.9813753
Name of conference
2022 IEEE Transportation Electrification Conference & Expo (ITEC)