Evidence map›Paper›PMID 41531525›Full record

ReviewRSC advances2026

Thermal management of lithium-ion batteries: from single cooling to hybrid cooling.

Zhang Qianqian, Zhang Wei, Wang Siyang, Yang Xufei, Liu Guanglin, Sun Dongliang, Yu Bo

Abstract readReview
In one paragraph

Review in RSC advances, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Zhang QianqianSchool of Mechanical Engineering, Beijing Institute of Petrochemical Technology Beijing 102617 China yangxufei@bipt.edu.cn.
Zhang WeiSchool of Mechanical Engineering, Beijing Institute of Petrochemical Technology Beijing 102617 China yangxufei@bipt.edu.cn.
Wang SiyangSchool of Mechanical Engineering, Beijing Institute of Petrochemical Technology Beijing 102617 China yangxufei@bipt.edu.cn.
Yang XufeiSchool of Mechanical Engineering, Beijing Institute of Petrochemical Technology Beijing 102617 China yangxufei@bipt.edu.cn.ORCID https://orcid.org/0000-0003-4560-0846
Liu GuanglinSchool of Energy, Power and Mechanical Engineering, North China Electric Power University Beijing 102206 China.
Sun DongliangSchool of Mechanical Engineering, Beijing Institute of Petrochemical Technology Beijing 102617 China yangxufei@bipt.edu.cn.
Yu BoSchool of Petroleum Engineering, Yangtze University Wuhan 430100 China.ORCID https://orcid.org/0000-0002-4231-6914

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

To address safety hazards from battery thermal runaway and efficiency losses caused by temperature non-uniformity, a systematic review is conducted on the evolution of thermal management technologies for lithium-ion batteries. Guided by the transition from single cooling strategies to composite systems that integrate and coordinate multiple approaches, a four-dimensional analytical framework has been established, encompassing air cooling, liquid cooling, phase-change material (PCM) cooling, and hybrid cooling technologies. Findings indicate that air-cooling systems retain a cost advantage in medium-to small-scale applications with relatively low energy density, where optimization efforts primarily focus on battery array configuration and airflow channel design. Liquid-cooling methods-such as cold-plate liquid cooling, immersion cooling, and heat-pipe cooling-have emerged as the mainstream solution in high-energy-density systems, with future research expected to address challenges related to cold-plate heat-exchange structures, fluid-distribution uniformity, and coolant selection. PCM cooling enables passive temperature regulation through the latent heat of solid-liquid phase transitions; however, its low thermal conductivity and phase-change hysteresis necessitate the synergistic application of advanced composite PCMs and enhanced heat-exchange structures. Multi-component hybrid cooling technologies, which simultaneously address temperature uniformity and rapid heat-dissipation demands under variable operating conditions such as high charge/discharge rates, are expected to become a major focus in the next stage of lithium-ion battery thermal management development.

Identifiers

PMID41531525
PMCPMC12794804

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.