| 基于径向基神经网络的EPS助力控制方法 |
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| 引用本文： | 王柏峰,钟勇,李志强,阎晓磊.基于径向基神经网络的EPS助力控制方法[J].客车技术与研究,2007,29(4):12-14. |
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| 作者姓名： | 王柏峰 钟勇 李志强 阎晓磊 |
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| 作者单位： | 湖南大学,汽车车身先进设计制造国家重点实验室,湖南,长沙,410082;湖南大学,汽车车身先进设计制造国家重点实验室,湖南,长沙,410082;湖南大学,汽车车身先进设计制造国家重点实验室,湖南,长沙,410082;湖南大学,汽车车身先进设计制造国家重点实验室,湖南,长沙,410082 |
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| 基金项目： | 面向21世纪教育振兴行动计划(985计划) |
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| 摘 要： | 回顾汽车助力转向系统的发展历程,并对电动助力转向(EPS)系统进行分析。在总结前人研究方法的基础上,探索出一种基于径向基(RBF)神经网络的EPS助力特性研究方法。通过径向基神经网络的学习和训练,对理想的助力特性曲线进行拟合和预测,得到非常理想的新曲线。学习的结果说明,径向基神经网络在学习和预测方面功能强大,应用此控制策略,对后续的研究提供了一个选择。
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| 关 键 词： | 电动助力转向 助力特性 径向基神经网络 |
| 文章编号： | 1006-3331（2007）04-0012-03 |
| 修稿时间： | 2007-04-29 |
Control Method of EPS Power-assisted System Based on Radial Basic Function Neural Network |
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| WANG Bo-feng,ZHONG Yong,LI Zhi-qiang,YAN Xiao-lei.Control Method of EPS Power-assisted System Based on Radial Basic Function Neural Network[J].Bus Technology and Research,2007,29(4):12-14. |
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| Authors: | WANG Bo-feng ZHONG Yong LI Zhi-qiang YAN Xiao-lei |
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| Institution: | State Key Lab. of Advanced Design and Manufacture for Vehicle Body, Hunan Univ. , Changsha 410082, China |
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| Abstract: | This paper reviews the development process of auto-power-assisted steering system,and analyzes the electric power steering(EPS) system.According to summarizing research methods of others,it probes out a new research method which is based on radial basis function nerve network(RBFNN).Through the learning and training of RBFNN,the paper fits and predicts the EPS curves,and gets its very ideal curves.These results illuminate that the learning and predicting function of RBFNN is strong,this control strategy may be a new choice in following research. |
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| Keywords: | electric power steering(EPS) power-assisted characteristic radial basic function neural network(RBFNN) |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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