| 基于模糊逻辑与遗传算法的燃料电池热管理方法研究 |
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| 引用本文： | 赵振瑞,欧阳惠颖,田国富,郑春花. 基于模糊逻辑与遗传算法的燃料电池热管理方法研究[J]. 集成技术, 2021, 10(3): 35-46 |
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| 作者姓名： | 赵振瑞 欧阳惠颖 田国富 郑春花 |
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| 作者单位： | 沈阳工业大学机械工程学院 沈阳 110870;中国科学院深圳先进技术研究院 深圳 518055;中国科学院深圳先进技术研究院 深圳 518055;南方科技大学工学院 深圳 518055;沈阳工业大学机械工程学院 沈阳 110870;中国科学院深圳先进技术研究院 深圳 518055 |
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| 基金项目： | 深圳市海外高层次人才创新创业计划项目(KQJSCX20180330170047681)；深圳无人驾驶感知决策与执行技术工程实验室计划项目 (Y7D004)；深圳电动汽车动力平台与安全技术重点实验室计划项目 |
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| 摘 要： | 有效的质子交换膜燃料电池(Proton Exchange Membrane Fuel Cell,PEMFC)热管理是提升氢燃料电池汽车安全性、耐久性以及运行效率的关键因素之一.该文提出一种PEMFC电堆热管理控制方法,使电堆出入口温度保持在设定值.该方法以PEMFC热管理系统模型中电堆出入口温度的变化为依据,设计一种二...
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| 关 键 词： | 质子交换膜燃料电池 热管理 模糊控制 遗传算法 氢燃料电池车 |
Research on Thermal Management Method of Fuel Cell Based on Fuzzy Logic and Genetic Algorithm |
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| ZHAO Zhenrui,OUYANG Huiying,TIAN Guofu,ZHENG Chunhua. Research on Thermal Management Method of Fuel Cell Based on Fuzzy Logic and Genetic Algorithm[J]. , 2021, 10(3): 35-46 |
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| Authors: | ZHAO Zhenrui OUYANG Huiying TIAN Guofu ZHENG Chunhua |
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| Affiliation: | School of Mechanical Engineering, Shenyang University of Technology, Shenyang 110870, China; Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, China );Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, China; College of Engineering, Southern University of Science and Technology, Shenzhen 518055, China |
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| Abstract: | The thermal management of proton exchange membrane fuel cells (PEMFCs) influences the safety, durability, and operating efficiency of hydrogen fuel cell vehicles. A thermal management control method is proposed for PEMFCs in this research to maintain the temperature at the inlet and outlet of the stack at the set values. A two-dimensional fuzzy controller is designed based on the temperature changes at the inlet and outlet of the stack in the thermal management system model of PEMFCs, where the membership function of the fuzzy controller is optimized by using the genetic algorithm, so that the control precision of the fuzzy controller is higher. A hydrogen fuel cell vehicle from the Autonomie software is used to validate the proposed thermal management method of the PEMFC on two standard vehicle driving conditions. Simulation results show that the fuzzy controller optimized by the genetic algorithm presents the higher control accuracy than the one without the optimization. |
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| Keywords: | proton exchange membrane fuel cell thermal management fuzzy control genetical gorithm hydrogen fuel cell vehicle |
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