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

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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Bibliographic Details
Main Authors: Jan Kleiner, Magdalena Stuckenberger, Lidiya Komsiyska, Christian Endisch
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Batteries
Subjects:
lithium-ion battery
electro-thermal model
smart cell
intelligent battery
neural network
temperature prediction
Online Access:https://www.mdpi.com/2313-0105/7/2/31

Internet

https://www.mdpi.com/2313-0105/7/2/31

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