Advancements in battery thermal management system for fast charging/discharging applications

IF 5.1 Q1 POLYMER SCIENCE ACS Macro Letters Pub Date : 2023-12-17 DOI:10.1016/j.ensm.2023.103144

Shahid Ali Khan , Iftikhar Hussain , Amrit Kumar Thakur , Shi Yu , Kwun Ting Lau , Sihong He , Kejian Dong , Jingtan Chen , LI Xiangrong , Muhammad Ahmad , Jiyun Zhao

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Abstract

Battery energy storage systems (BESS) are essential for integrating renewable energy sources and enhancing grid stability and reliability. However, fast charging/discharging of BESS pose significant challenges to the performance, thermal issues, and lifespan. This paper provides not only an overview of the recent advancements of battery thermal management systems (BTMS) for fast charging/discharging of BESS but also machine learning (ML) approach to optimizing its design and operation. Various thermal management strategies are highlighted in this review, such as liquid-based, phase-change material-based, refrigerant-based, and ML-based methods, offering improved thermal performance and better safety for fast charge/discharge applications. Overall, this paper provides a comprehensive and critical analysis of the current advancements and prospects of BESS thermal management and identifies the current research gaps and future directions for developing a more efficient and reliable BESS.

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用于快速充电/放电应用的电池热管理系统取得进展

电池储能系统（BESS）对于整合可再生能源、提高电网稳定性和可靠性至关重要。然而，快速充放电对 BESS 的性能、热问题和使用寿命提出了重大挑战。本文不仅概述了用于 BESS 快速充放电的电池热管理系统（BTMS）的最新进展，还介绍了优化其设计和运行的机器学习（ML）方法。本综述重点介绍了各种热管理策略，如基于液体、基于相变材料、基于制冷剂和基于 ML 的方法，为快速充放电应用提供更好的热性能和安全性。总之，本文对 BESS 热管理的当前进展和前景进行了全面而严谨的分析，并确定了当前的研究差距和未来的发展方向，以开发更高效、更可靠的 BESS。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

ACS Macro Letters 化学-

CiteScore

10.40

自引率

3.40%

发文量

209

审稿时长

1 months

期刊介绍： ACS Macro Letters publishes research in all areas of contemporary soft matter science in which macromolecules play a key role, including nanotechnology, self-assembly, supramolecular chemistry, biomaterials, energy generation and storage, and renewable/sustainable materials. Submissions to ACS Macro Letters should justify clearly the rapid disclosure of the key elements of the study. The scope of the journal includes high-impact research of broad interest in all areas of polymer science and engineering, including cross-disciplinary research that interfaces with polymer science. With the launch of ACS Macro Letters, all Communications that were formerly published in Macromolecules and Biomacromolecules will be published as Letters in ACS Macro Letters.