Improving accuracy in state of health estimation for lithium batteries using gradient-based optimization: Case study in electric vehicle applications

Mouncef El Marghichi; Soufiane Dangoury; Younes zahrou; Azeddine Loulijat; Hamid Chojaa; Fahd A. Banakhr; Mohamed I. Mosaad

doi:10.1371/journal.pone.0293753

Loading metrics

Open Access

Peer-reviewed

Research Article

Improving accuracy in state of health estimation for lithium batteries using gradient-based optimization: Case study in electric vehicle applications

Mouncef El Marghichi ,

Roles Conceptualization, Data curation, Formal analysis

* E-mail: Elmarghichi.mouncef@gmail.com (MEM); hamid.chojaa@usmba.ac.ma (HC); m_i_mosaad@hotmail.com (MIM)

Affiliation Faculty of Sciences and Technology, Hassan First University, Settat, Morocco

https://orcid.org/0000-0002-9931-6907

⨯
Soufiane Dangoury,

Roles Investigation, Resources, Software

Affiliation Hassan II University of Casablanca, Casablanca, Morocco
⨯
Younes zahrou,

Roles Resources, Software, Supervision

Affiliation Higher Normal School of Technical Education Mohammedia, Mohammedia, Morocco
⨯
Azeddine Loulijat,

Roles Investigation, Methodology, Project administration, Resources

Affiliation Faculty of Sciences and Technology, Hassan First University, Settat, Morocco
⨯
Hamid Chojaa ,

Roles Resources, Software, Supervision

* E-mail: Elmarghichi.mouncef@gmail.com (MEM); hamid.chojaa@usmba.ac.ma (HC); m_i_mosaad@hotmail.com (MIM)

Affiliation Industrial Technologies and Services Laboratory, Higher School of Technology, Sidi Mohamed Ben Abdellah University, Fez city, Morocco
⨯
Fahd A. Banakhr,

Roles Resources, Software, Supervision, Validation

Affiliation Electrical & Electronics Engineering Technology Department, Yanbu Industrial College (YIC), Royal Commission Yanbu Colleges & Institutes, Yanbu, Saudi Arabia
⨯
Mohamed I. Mosaad

Roles Formal analysis, Software, Writing – original draft, Writing – review & editing

* E-mail: Elmarghichi.mouncef@gmail.com (MEM); hamid.chojaa@usmba.ac.ma (HC); m_i_mosaad@hotmail.com (MIM)

Affiliations Electrical & Electronics Engineering Technology Department, Yanbu Industrial College (YIC), Royal Commission Yanbu Colleges & Institutes, Yanbu, Saudi Arabia, Faculty of Engineering, Department of Electrical Engineering, Damietta University, Damietta, Egypt

https://orcid.org/0000-0002-6531-5455

⨯

Improving accuracy in state of health estimation for lithium batteries using gradient-based optimization: Case study in electric vehicle applications

Mouncef El Marghichi,
Soufiane Dangoury,
Younes zahrou,
Azeddine Loulijat,
Hamid Chojaa,
Fahd A. Banakhr,
Mohamed I. Mosaad

Published: November 2, 2023
https://doi.org/10.1371/journal.pone.0293753

Reader Comments (0)

Post a new comment on this article

Subject Areas
?

For more information about PLOS Subject Areas, click here.
We want your feedback. Do these Subject Areas make sense for this article? Click the target next to the incorrect Subject Area and let us know. Thanks for your help!

Algorithms
Is the Subject Area "Algorithms" applicable to this article?

Thanks for your feedback.
Kalman filter
Is the Subject Area "Kalman filter" applicable to this article?

Thanks for your feedback.
Optimization
Is the Subject Area "Optimization" applicable to this article?

Thanks for your feedback.
Lithium
Is the Subject Area "Lithium" applicable to this article?

Thanks for your feedback.
Neural networks
Is the Subject Area "Neural networks" applicable to this article?

Thanks for your feedback.
Linear regression analysis
Is the Subject Area "Linear regression analysis" applicable to this article?

Thanks for your feedback.
Preprocessing
Is the Subject Area "Preprocessing" applicable to this article?

Thanks for your feedback.
Support vector machines
Is the Subject Area "Support vector machines" applicable to this article?

Thanks for your feedback.