{"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.