Active Safety Neural Network Inverse Decoupling Control for Multi-Wheel Independently Driven Electric Vehicles

Duo Zhang, Guohai Liu, Longsheng Wang, Penghu Miao, Guihua Sun, Huawei Zhou
{"title":"Active Safety Neural Network Inverse Decoupling Control for Multi-Wheel Independently Driven Electric Vehicles","authors":"Duo Zhang, Guohai Liu, Longsheng Wang, Penghu Miao, Guihua Sun, Huawei Zhou","doi":"10.1109/VPPC.2013.6671662","DOIUrl":null,"url":null,"abstract":"Vehicle active safety control attracts ever increasing attention in the attempt to improve the stability and the maneuverability. The main contribution of this paper is that a neural network inverse controller for combined active front steering with direct yaw moment control of the electric vehicles is proposed. The proposed system is co-simulated based on the vehicle simulation package CarSim in connection with Matlab/Simulink. The simulated results verify the effectiveness of the proposed control strategy.","PeriodicalId":119598,"journal":{"name":"2013 IEEE Vehicle Power and Propulsion Conference (VPPC)","volume":"48 12","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2013-11-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2013 IEEE Vehicle Power and Propulsion Conference (VPPC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/VPPC.2013.6671662","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

Vehicle active safety control attracts ever increasing attention in the attempt to improve the stability and the maneuverability. The main contribution of this paper is that a neural network inverse controller for combined active front steering with direct yaw moment control of the electric vehicles is proposed. The proposed system is co-simulated based on the vehicle simulation package CarSim in connection with Matlab/Simulink. The simulated results verify the effectiveness of the proposed control strategy.
多轮独立驱动电动汽车主动安全神经网络逆解耦控制
为了提高汽车的稳定性和操纵性,汽车主动安全控制越来越受到人们的关注。本文的主要贡献是提出了一种电动汽车主动前转向与直接偏航力矩联合控制的神经网络逆控制器。基于车载仿真软件CarSim,结合Matlab/Simulink对系统进行了协同仿真。仿真结果验证了所提控制策略的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信