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基于灰色预测的驾驶员-汽车系统侧翻预测
引用本文:赵又群,金颖智,季林. 基于灰色预测的驾驶员-汽车系统侧翻预测[J]. 中国机械工程, 2018, 29(9): 1009
作者姓名:赵又群  金颖智  季林
作者单位:南京航空航天大学能源与动力学院,南京,210016
基金项目:国家自然科学基金资助项目(11672127,11072106);中央高校基本科研业务费专项资金资助项目(NP2016412)National Natural Science Foundation of China(No. 11672127,11072106)Fundamental Research Funds for the Central Universities(No. NP2016412)
摘    要:为了保证高速行车安全性,研究了基于预瞄-预测模型的汽车侧翻评价指标估计问题,提出了一种基于预瞄-预测驾驶员模型的侧翻预测方法。以高重心汽车为研究对象,建立了三自由度汽车模型和预瞄驾驶员模型;基于预瞄-跟随理论和灰色预测理论,搭建了预瞄-预测驾驶员模型;根据汽车侧翻的机理提出了能反映侧翻情况的指标--横向载荷转移率,并在此基础上提出了汽车侧翻指标估计-预测模型;基于主动转向控制策略和汽车侧翻指标估计-预测模型构建了汽车侧翻预测系统,并进行了不同工况下的仿真分析,从而验证了侧翻预测系统的有效性。

关 键 词:侧翻  横向载荷转移率  驾驶员建模  灰色预测  

Vehicle Rollover Predicting Systems Based on Grey Prediction Theory
ZHAO Youqun,JIN Yingzhi,JI Lin. Vehicle Rollover Predicting Systems Based on Grey Prediction Theory[J]. China Mechanical Engineering, 2018, 29(9): 1009
Authors:ZHAO Youqun  JIN Yingzhi  JI Lin
Affiliation:College of Energy and Power Engineering, Nanjing University of Aeronautics and Astronautics,Nanjing,210016
Abstract:In order to guarantee the high speed train operation safety, an estimation of rollover evaluation index was studied based on preview-estimate driver model,and a vehicle rollover predicting system was designed based on preview-estimate driver model.Focused on the cars with high center of gravity, a three degree-of-freedom vehicle rollover dynamic model and a driver model were built.And the preview-estimate driver model was established based on the preview-follower theory and the theory of grey prediction.According to the mechanism of rollover, the LTR that could reflect the rollover situation was introduced, and the vehicle rollover index estimation-prediction model was proposed.And the vehicle rollover prediction system was established based on the active-steering rollover prevention control strategy and estimate-prediction model of vehicle rollover index.The rollover prediction system was proposed for the simulation analysis under different working conditions, and the effectiveness of the proposed system was confirmed.
Keywords:rollover  lateral-load transfer ratio(LTR)  driver modeling  grey prediction  
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