Innovative Liquid Cooling Channel Enhanced Battery Thermal Management (Btm) Structure Based on Stepwise Optimization Method DOI
Chongtian Wu,

Xiaolu Yuan,

Benben Kong

et al.

Published: Jan. 1, 2023

Lithium-ion batteries have garnered significant attention in the field of new energy technologies owing to their remarkable high density characteristics. This paper proposes a compact battery liquid-cooling system and perform structural optimization based on stepwise concept, aimed at comprehensively enhancing performance Battery Liquid Cooling System (BLCS). Firstly, this conducts an consumption flow velocity (V), diameter (D), contact angle (θ). Subsequently, entropy weighted-TOPSIS method is utilized for objective optimization, thereby obtaining optimal configuration comprehensive considerations power consume (Pc), maximum temperature (Tmax) difference (ΔT), with V=0.4 m/s, D=3 mm, θ=75°. When initial temperature=25 ℃ discharge rate=3 C, structure yields following results: Tmax =28.089 ℃, ΔT=2.884 Pc=19.484 J. Furthermore, re-optimization phase, lightweight design applied system. In we optimize three parameters layered conductive fin: number layers (L), height each layer (Lh), thickness (Lw). By enumerating Lw=0, thirteen operating conditions are considered L ranging from 1 4 layers, Lh taking values 5 7 9 11 mm. Employing weight-TOPSIS method, solution determined by considering δ, Tmax, ΔT. Under condition, weights ΔT 41.02%, 30.82%, 28.16%, respectively. Following evaluation, attained: L=3, Lh=7. these conditions, BLCS achieves Tmax=29.196 ΔT=3.753 δ=0.755, resulting weight reduction 61 g (20.7%) components excluding battery. research through has accomplished enhancement both mass BLCS, providing valuable references insights BTMS.

Language: Английский

Optimization of thermal non-uniformity challenges in liquid-cooled lithium-ion battery packs using NSGA-II DOI
Long Zhou, Shengnan Li, Ankur Jain

et al.

Journal of Electrochemical Energy Conversion and Storage, Journal Year: 2024, Volume and Issue: 22(4)

Published: Sept. 30, 2024

Abstract Heat removal and thermal management are critical for the safe efficient operation of lithium-ion batteries packs. Effective dynamically generated heat from cells presents a substantial challenge optimization. This study introduces novel liquid cooling method aimed at improving temperature uniformity in battery pack. A complex nonlinear hybrid model is established through traditional full-factor design back propagation neural network (BPNN) approximation. links input parameters such as number baffles, baffle angle, inlet speed to output including maximum temperature, difference, pressure drop. Global multiobjective optimization carried out using Nondominated Sorting Genetic Algorithm II sidestep locally optimal solutions. Pareto solutions sorted multiple criteria decision-making techniques. Through optimization, rise relative initial controlled within 7.68 K, difference 4.22 K (below commonly required 5 K), drop only 83.92 Pa. Results presented this work may help enhance performance efficiency battery-based energy conversion storage. The technique used helps maximize benefit an innovative technique.

Language: Английский

Citations

20

Optimized design of novel serpentine channel liquid cooling plate structure for lithium-ion battery based on discrete continuous variables DOI
Han Yang,

Ninghao Liu,

Meng Gu

et al.

Applied Thermal Engineering, Journal Year: 2025, Volume and Issue: 264, P. 125502 - 125502

Published: Jan. 9, 2025

Language: Английский

Citations

2

Multi-objective parameter optimization of U-type air-cooled thermal management system based on a surrogate model DOI
Han Yang,

Ninghao Liu,

Meng Gu

et al.

International Journal of Thermal Sciences, Journal Year: 2025, Volume and Issue: 212, P. 109707 - 109707

Published: Feb. 4, 2025

Language: Английский

Citations

2

Research on the optimization control strategy of a battery thermal management system based on serpentine liquid cooling combined with phase change material DOI
Zeyu Liu,

Chengfeng Xiong,

Xiaofang Du

et al.

Journal of Power Sources, Journal Year: 2024, Volume and Issue: 630, P. 236127 - 236127

Published: Dec. 27, 2024

Language: Английский

Citations

8

A study on a battery pack in a hybrid battery thermal management system integrating with thermoelectric cooling DOI Creative Commons
Amin Rahmani, Mahdieh Dibaj, Mohammad Akrami

et al.

Case Studies in Thermal Engineering, Journal Year: 2024, Volume and Issue: 61, P. 104856 - 104856

Published: July 23, 2024

An inherent limitation of lithium-ion batteries is their restricted use within a specific thermal working range. To address this problem, efficient battery management systems (BTMS) are required to dissipate the heat created by cells in pack. In order control maximum temperature and minimise difference through pack during 5C discharging process, study investigates phase change material (PCM)-porous system, cooled thermoelectric coolers (TEC) on its walls. calculate generation Li-ion batteries, equivalent circuit model (ECM) employed. model, made up set electric elements, including R–C pairs. Different PCM porous materials studied determine most suitable for controlling behaviour The reveals that solidus latent two crucial factors selection. A cooler an instrument uses electrical energy transfer from one side device other, depending current direction. examines TEC (thermoelectric cooler) under various ambient temperatures applied voltage differences. results demonstrate adjusting between heads 900 1500 mV, while ranges 303 K 323 K, allows achieving cold plate 288 308 K. designed BTMS tested positions, it shown when TECs used walls, back can decrease 1 better uniformity observed.

Language: Английский

Citations

7

Comprehensive thermal performance analysis of an air-cooled staggered configured Li-ion battery pack- A numerical and experimental approach DOI
S.P. Verma, Samir Saraswati

Journal of Energy Storage, Journal Year: 2024, Volume and Issue: 89, P. 111792 - 111792

Published: April 29, 2024

Language: Английский

Citations

6

An innovative approach to multi-response optimization of battery thermal management systems using multi-desirability function approach DOI
Santosh Chavan, Ramesh Rudrapati,

B. Venkateswarlu

et al.

Applied Thermal Engineering, Journal Year: 2023, Volume and Issue: 236, P. 121835 - 121835

Published: Oct. 27, 2023

Language: Английский

Citations

15

A Numerical Investigation of Heat Transfer Performance in a Prismatic Battery Cooling System Using Hybrid Nanofluids DOI Creative Commons

B. Venkateswarlu,

Santosh Chavan, Sang Woo Joo

et al.

Case Studies in Thermal Engineering, Journal Year: 2024, Volume and Issue: unknown, P. 105719 - 105719

Published: Dec. 1, 2024

Language: Английский

Citations

5

Study of thermal management system for battery box for formula student electric racing car DOI Creative Commons
Yawen Han, Yuxing Bai, Weixin Zhang

et al.

Frontiers in Mechanical Engineering, Journal Year: 2025, Volume and Issue: 11

Published: Feb. 6, 2025

In Formula Student Electric (FSE) racing competitions, battery overheating is a common challenge due to inadequate thermal dissipation at high discharge rates, negatively impacting the performance of vehicle. This study introduces an innovative and optimized box cooling system designed mitigate by reducing maximum temperature gradient.The developed using combined approach simulation analysis orthogonal experiments. The design optimization focuses on improving airflow distribution increasing number inlet outlet vents adjusting velocity, which enhances heat capacity. Experimental tests show that, under 5C rate for 60 s, within reduced 27.4°C. difference decreases from 3.5°C 2.4°C, resulting in 31.4% improvement efficiency. Additionally, achieves more uniform across pack, outperforming pre-optimization all evaluated metrics. demonstrates significant compared original design. findings highlight effectiveness proposed enhancing management offer practical, applicable strategy efficiency electric vehicle applications.

Language: Английский

Citations

0

Numerical study on cooling enhancement in lithium-ion battery modules using hybrid nanoliquids in flow channels DOI

B. Venkateswarlu,

Santosh Chavan, Sang Woo Joo

et al.

International Journal of Hydrogen Energy, Journal Year: 2025, Volume and Issue: 112, P. 231 - 242

Published: Feb. 28, 2025

Language: Английский

Citations

0