Artificial Intelligence-Based State-of-Health Estimation of Lithium-Ion Batteries

Author:   Remus Teodorescu ,  Xin Sui
Publisher:   Mdpi AG
ISBN:  

9783036598758


Pages:   252
Publication Date:   27 February 2024
Format:   Hardback
Availability:   In stock   Availability explained
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Artificial Intelligence-Based State-of-Health Estimation of Lithium-Ion Batteries


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Overview

This reprint aims to showcase manuscripts presenting efficient SOH estimation methods using AI which exhibit good performance such as high accuracy, high robustness against the changes in working conditions, and good generalization, etc. Lithium-ion batteries have a wide range of applications, but one of their biggest problems is their limited lifetime due to performance degradation during usage. It is, therefore, essential to determine the battery's state of health (SOH) so that the battery management system can control the battery, enabling it to run in the best state and thus prolonging its lifetime. Artificial intelligence (AI) technologies possess immense potential in inferring battery SOH and can extract aging information (i.e., SOH features) from measurements and relate them to battery performance parameters, avoiding a complex battery modeling process.

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Author:   Remus Teodorescu ,  Xin Sui
Publisher:   Mdpi AG
Imprint:   Mdpi AG
Dimensions:   Width: 17.00cm , Height: 2.10cm , Length: 24.40cm
Weight:   0.744kg
ISBN:  

9783036598758


ISBN 10:   3036598758
Pages:   252
Publication Date:   27 February 2024
Audience:   General/trade ,  General
Format:   Hardback
Publisher's Status:   Active
Availability:   In stock   Availability explained
We have confirmation that this item is in stock with the supplier. It will be ordered in for you and dispatched immediately.

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