Support vector regression-based state of charge estimation for batteries: cloud vs non-cloud
Mohamed Ben Youssef,
Imen Jarraya,
Mohamed Ali Zdiri
et al.
Abstract:Embracing the potential of cloud technology in the field of electric vehicle advancements, this paper explores the application of support vector regression (SVR) for accurate state of charge (SOC) estimation of lithium-ion batteries in various computational landscapes. This study aims to scrutinize and compare the performance of SOC estimation, with a specific focus on precision, computational efficiency, and execution speed. The investigation is conducted across diverse environments, including a traditional n… Show more
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