PDF

From Electrochemical Energy Storage to Next-Generation Intelligent Battery Technologies for Electric Vehicles: A Survey

Abderaouf Bahi, Amel Ourici

2025Englishbatteriesenergy storageelectrochemistryelectric vehiclesbattery technologymachine learning

Abstract

Language:

This study provides a comprehensive overview of recent advances in electrochemical energy storage, including Na +-ion, metal-ion, and metal-air batteries, alongside innovations in electrode engineering, electrolytes, and solid-electrolyte interphase control. It also explores the integration of machine learning, digital twins, large language models and predictive analytics to enable intelligent battery management systems, enhancing performance, safety, and operational longevity. Key challenges, research gaps, and future prospects are addressed, highlighting opportunities presented by hybrid chemistry, scalable manufacturing, sustainability, and AI-driven optimization. This survey aims to provide researchers, engineers, and industry professionals with a comprehensive understanding of next-generation battery technologies for the evolving electric vehicles sector.

Download

Cite This Work

@article{4bb3ae4e-6fdb-442f-8033-10501389adde,
  title={From Electrochemical Energy Storage to Next-Generation Intelligent Battery Technologies for Electric Vehicles: A Survey},
  author={Abderaouf Bahi and Amel Ourici},
  year={2025},
  language={English}
}
TY  - JOUR
TI  - From Electrochemical Energy Storage to Next-Generation Intelligent Battery Technologies for Electric Vehicles: A Survey
AU  - Abderaouf Bahi
AU  - Amel Ourici
PY  - 2025
LA  - English
ER  -

Similar Items

COURS ACCUMULATTEURS BATTERIES 4

Yaya Dagal D

This document presents an educational module on electrochemical energy storage systems—primary cells, accumulators, and batteries—with specific emphas

2021enPDF

New material allows for better hydrogen-based batteries and fuel cells

Riken

This article reports the development of a room-temperature hydride ion (H⁻)-conducting solid electrolyte, representing a significant advance toward pr

2023enPDF

Polymer-air battery research investigates advanced energy storage solutions

Raven Wuebker

This article reports recent advances in the development of polymer–air batteries as safer, more sustainable alternatives to conventional metal–air and

2023enPDF

Team finds major storage capacity in water-based batteries

Raven Wuebker

This article reports recent advances in the development of metal-free, water-based batteries as a safer and more sustainable alternative to convention

2023enPDF

RUBIN TP

2025enPDF

A Scoping Review of Machine Learning Applications in Power System Protection and Disturbance Management

Julian Oelhaf, Georg Kordowich

The integration of renewable and distributed energy resources has fundamentally reshaped modern power systems, challenging conventional protection sch

2023EnglishPDF