Integration of Hardware and Software for Battery Hardware-In-the-Loop Towards Battery Artificial Intelligence

This paper demonstrates a novel, compact-sized hardware-in-the-loop system, and its verification using machine learning and artificial intelligence features in battery controls. Conventionally, a battery management system involves algorithm development for battery modeling, estimation, and control....

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Veröffentlicht in:	IEEE transactions on transportation electrification 2023-04, p.1-1
Hauptverfasser:	Park, Saehong, Moura, Scott, Lee, Kyoungtae
Format:	Artikel
Sprache:	eng
Schlagworte:	Advanced battery management system Batteries Battery management systems Battery status monitoring Current control Deep reinforcement learning Hardware Hardware-in-the-Loop Monitoring Programmable current controller Real-time systems Temperature measurement
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