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首页> 外文期刊>International Journal of Precision Engineering and Manufacturing >Optimal design for cooling system of batteries using DOE and RSM
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Optimal design for cooling system of batteries using DOE and RSM

机译:使用DOE和RSM的电池冷却系统的优化设计

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摘要

A hybrid power composed of fuel cell and batteries has become the good strategy for HEV. On the contrary, the produced heat of batteries can affect to the total performance of HEV significantly. In this study, simulation methods with optimization were developed for obtaining the high performance cooling system of batteries. At first, a numerical method for obtaining the temperature distribution of batteries was developed by using CFD. In the following step, several parameters were investigated for selecting design variables with the important effect on the performance of the cooling system of batteries. Finally, an optimization method based on DOE and RSM was obtained through a real optimal design. There was 21.1% reduction on the view of the root mean square temperature between batteries as shown in the optimization result. The developed analysis with optimization can be used to improve the performance of the cooling system of batteries, and these works have made the theoretical basis for simulation and optimization of the cooling system of batteries.
机译:由燃料电池和电池组成的混合动力已成为HEV的良好策略。相反,电池产生的热量会严重影响HEV的整体性能。在这项研究中,开发了具有优化功能的仿真方法以获得高性能的电池冷却系统。首先,通过CFD开发了一种获得电池温度分布的数值方法。在接下来的步骤中,研究了几个参数来选择设计变量,这些参数对电池冷却系统的性能具有重要影响。最后,通过实际优化设计,得出了一种基于DOE和RSM的优化方法。如优化结果所示,电池之间的均方根温度降低了21.1%。所开发的优化分析方法可用于改善电池冷却系统的性能,这些工作为电池冷却系统的仿真和优化奠定了理论基础。

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  • 作者单位

    College of Mechanical and Electrical Engineering, Wenzhou University, Wenzhou Higher Education Park, Wenzhou, Zhejiang, China, 325-035;

    College of Mechanical and Electrical Engineering, Wenzhou University, Wenzhou Higher Education Park, Wenzhou, Zhejiang, China, 325-035;

    College of Mechanical and Electrical Engineering, Wenzhou University, Wenzhou Higher Education Park, Wenzhou, Zhejiang, China, 325-035;

    College of Mechanical and Electrical Engineering, Wenzhou University, Wenzhou Higher Education Park, Wenzhou, Zhejiang, China, 325-035;

    College of Mechanical and Electrical Engineering, Wenzhou University, Wenzhou Higher Education Park, Wenzhou, Zhejiang, China, 325-035;

    College of Mechanical and Electrical Engineering, Wenzhou University, Wenzhou Higher Education Park, Wenzhou, Zhejiang, China, 325-035;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Battery; Cooling system; CFD; Optimal design; DOE; RSM;

    机译:电池;冷却系统;CFD;优化设计;DOE;RSM;

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