Research on yaw stability control of active front steering based on BP neural network PID

Jie Wei, Guo Biao Shi, Yi Lin

科研成果: 书/报告/会议事项章节会议稿件同行评审

2 引用 (Scopus)

摘要

This paper proposes using BP neural network PID to improve the yaw stability of the vehicle with active front steering system. A dynamic model of vehicle with active front steering is built firstly, and then the BP neural network PID controller is designed in detail. The controller generates the suitable steering angle so that the vehicle follows the target value of the yaw rate. The simulation at different conditions is carried out based on the fore established model. The simulation results show the BP neural network PID controller can improve the vehicle's yaw stability effectively.

源语言英语
主期刊名Advanced Information and Computer Technology in Engineering and Manufacturing, Environmental Engineering
1903-1907
页数5
DOI
出版状态已出版 - 2013
活动2013 International Conference on Advances in Materials Science and Manufacturing Technology, AMSMT 2013 - Xiamen, Fujian, 中国
期限: 18 5月 201319 5月 2013

出版系列

姓名Advanced Materials Research
765-767
ISSN(印刷版)1022-6680

会议

会议2013 International Conference on Advances in Materials Science and Manufacturing Technology, AMSMT 2013
国家/地区中国
Xiamen, Fujian
时期18/05/1319/05/13

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