Advanced Monitoring and Prediction of the Thermal State of Intelligent Battery Cells in Electric Vehicles by Physics-Based and Data-Driven Modeling

Novel intelligent battery systems are gaining importance with functional hardware on the cell level. Cell-level hardware allows for advanced battery state monitoring and thermal management, but also leads to additional thermal interactions. In this work, an electro-thermal framework for the modeling...

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Hlavní autoři:	Jan Kleiner, Magdalena Stuckenberger, Lidiya Komsiyska, Christian Endisch
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	MDPI AG 2021-05-01
Edice:	Batteries
Témata:	lithium-ion battery electro-thermal model smart cell intelligent battery neural network temperature prediction
On-line přístup:	https://www.mdpi.com/2313-0105/7/2/31
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