| ISG型混合动力汽车粒子群优化模糊控制研究 |
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| 引用本文： | 吴晓刚,王旭东,孙金磊,崔明琦.ISG型混合动力汽车粒子群优化模糊控制研究[J].公路交通科技,2011,28(6):146-152. |
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| 作者姓名： | 吴晓刚 王旭东 孙金磊 崔明琦 |
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| 作者单位： | 哈尔滨理工大学,电气与电子工程学院,黑龙江,哈尔滨,150080 |
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| 基金项目： | 黑龙江省教育厅科学技术研究项目 |
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| 摘 要： | 针对ISG型混合动力汽车能量分配的控制过程,应用传统的模糊控制存在精度不高、自适应能力有限等问题.提出一种粒子群优化模糊控制的方法.在应用传统模糊逻辑建立控制模型基础上,利用粒子群算法对模糊控制中的隶属度函数进行优化,实现了优化的隶属度函数随环境变化以及负载变化实时跟踪模糊控制器的参数变化.仿真结果表明,与Insigh...
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| 关 键 词： | 汽车工程 混合动力汽车 优化 粒子群 模糊控制 ISG电机 |
Research on Particle Swarm Optimization Fuzzy Control for ISG Hybrid Electric Vehicle |
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| WU Xiaogang,WANG Xudong,SUN Jinlei,CUI Mingqi.Research on Particle Swarm Optimization Fuzzy Control for ISG Hybrid Electric Vehicle[J].Journal of Highway and Transportation Research and Development,2011,28(6):146-152. |
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| Authors: | WU Xiaogang WANG Xudong SUN Jinlei CUI Mingqi |
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| Institution: | WU Xiaogang,WANG Xudong,SUN Jinlei,CUI Mingqi(School of Electrical & Electronic Engineering,Harbin University of Science & Technology,Harbin Heilongjiang 150080,China) |
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| Abstract: | In the process of controlling the energy distribution of ISG hybrid vehicle,lower precision and limited adaptive capability were caused by using the traditional fuzzy control strategy.A novel particle swarm optimization fuzzy control strategy was proposed.By using particle swarm algorithm,the membership function was optimized based on the control model built by the traditional fuzzy logic.The fuzzy controller parameters that real-time traced by the optimized membership function with environment and load cha... |
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| Keywords: | automobile engineering hybrid electric vehicle optimization particle swarm fuzzy control ISG motor |
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