| 基于小波神经网络的混合动力汽车实时控制策略 |
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| 引用本文： | 徐萍萍,宋建国,王雁峰,沈光地.基于小波神经网络的混合动力汽车实时控制策略[J].系统仿真学报,2011,23(11):2455-2459. |
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| 作者姓名： | 徐萍萍 宋建国 王雁峰 沈光地 |
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| 作者单位： | 北京工业大学电子信息与控制工程学院,北京,100124 |
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| 基金项目： | 北京市教委、市基金委共同资助重点项目(KZ20041000501) |
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| 摘 要： | 提出了基于小波神经网络的并联式混合动力汽车实时控制策略，用以控制混合动力系统的转矩分配，以提高混合动力汽车燃油经济性。该策略采用一个小波神经网络控制器，结合瞬时优化控制策略得到的控制规则进行训练，实现对混合动力系统的实时控制。基于ADVISOR的仿真研究表明，该控制策略不仅能够保证车辆的燃油经济性，而且克服了瞬时优化控制策略难以实时控制的缺点。
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| 关 键 词： | 能量管理策略 并联式混合动力汽车 小波神经网络 控制策略 |
Real-time Control Strategy of Hybrid Electric Vehicle Based on Wavelet Neural Network |
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| XU Ping-ping,SONG Jian-guo,WANG Yan-feng,SHEN Guang-di.Real-time Control Strategy of Hybrid Electric Vehicle Based on Wavelet Neural Network[J].Journal of System Simulation,2011,23(11):2455-2459. |
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| Authors: | XU Ping-ping SONG Jian-guo WANG Yan-feng SHEN Guang-di |
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| Institution: | XU Ping-ping,SONG Jian-guo,WANG Yan-feng,SHEN Guang-di(College of Electronic Information and Control Engineering,Beijing University of Technology,Beijing 100124,China) |
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| Abstract: | A real-time control strategy was proposed for parallel hybrid electric vehicle(PHEV) based on wavelet neural network to control the torque distribution for the improvement of fuel economy in hybrid electric vehicle.A wavelet neural network controller was adopted in control strategy to control hybrid powertrain online.The controller was trained by the control management rules,which came from instantaneous optimization control strategy.This control strategy was implemented on a PHEV prototype in ADVISOR.Simul... |
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| Keywords: | Energy management strategy parallel hybrid electric vehicle wavelet neural network control strategy |
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