基于正交模型灰色关联算法的高功率动力电池包冷却结构优化研究

杨建青; 罗仁宏; 李小庆; 王之丰

车用发动机 ›› 2022, Vol. 0 ›› Issue (4) : 57-62.

栏目

基于正交模型灰色关联算法的高功率动力电池包冷却结构优化研究

杨建青¹，罗仁宏²，李小庆³，王之丰⁴

作者信息 +

Optimization of Cooling Structure for High Power Battery Pack Based on Grey Correlation Algorithm of Orthogonal Model

YANG Jianqing¹,LUO Renhong²,LI Xiaoqing³,WANG Zhifeng⁴

Author information +

文章历史 +

摘要

针对液冷型动力电池包冷却结构多因素参数化研究，搭建电芯电-热耦合仿真模型，通过台架试验验证了电芯仿真计算的有效性。对显著影响液冷型电池包性能的冷却液流速、冷却液温度及冷管宽度和高度4个关键参数进行四因素四水平正交试验计算，基于正交模型的模糊灰色关联分析法探究四因素对电池模组最高温度和最大温差的影响权重。结果显示：对于电池模组最高温度，冷却液的温度对其影响最大，冷却液流速次之，冷却管道宽度影响最小；而对于电池模组最大温差，冷却液流速对其影响最大。通过结果分析得到优化组合方案，计算得到优化方案能使得电池组最高温度下降到32.8 ℃，最大温差控制在3.3 ℃内，冷却性能表现最佳。

Abstract

For the multi-factor parameterization of cooling structure for liquid-cooled power battery pack, the electric-thermal coupling simulation model of a cell was built, and the effectiveness was verified by the bench test. Then the four-factor and four-level orthogonal test was carried out to calculate the four key parameters of coolant flow rate, coolant temperature, and the width and height of cold pipe, which significantly affected the performance of liquid-cooled battery pack. The fuzzy grey relational analysis method based on the orthogonal model was further used to explore the weight of the influence of four-factor on the highest temperature and maximum temperature difference of battery module. The results show that the temperature of coolant has the greatest effect on the maximum temperature of battery module, followed by the coolant velocity, and the pipe width has the least effect. The coolant velocity has the greatest effect on the maximum temperature difference of battery module. The optimized combination scheme is obtained through the analysis of results, and the optimized scheme can decrease the maximum temperature of battery pack to 32.8 ℃, control the maximum temperature difference within 3.3 ℃, and obtain the best cooling performance.

导出引用

杨建青，罗仁宏，李小庆，王之丰. 基于正交模型灰色关联算法的高功率动力电池包冷却结构优化研究[J]. 车用发动机. 2022, 0(4): 57-62

YANG Jianqing,LUO Renhong,LI Xiaoqing,WANG Zhifeng. Optimization of Cooling Structure for High Power Battery Pack Based on Grey Correlation Algorithm of Orthogonal Model[J]. Vehicle Engine. 2022, 0(4): 57-62