Impedance Based Temperature Estimation of Lithium Ion Cells Using Artificial Neural Networks

Tracking the cell temperature is critical for battery safety and cell durability. It is not feasible to equip every cell with a temperature sensor in large battery systems such as those in electric vehicles. Apart from this, temperature sensors are usually mounted on the cell surface and do not dete...

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Bibliographic Details
Main Authors: Marco Ströbel, Julia Pross-Brakhage, Mike Kopp, Kai Peter Birke
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Batteries
Subjects:
Online Access:https://www.mdpi.com/2313-0105/7/4/85