基于LuGre模型的反演自适应滑模ABS控制
Adaptive Sliding Mode Backstepping Control for an Antilock Braking System Based on LuGre Dynamics Tire Model
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摘要: 针对车辆紧急制动过程中增加车辆行驶安全以及寻求最优刹车策略的要求,对车辆稳定控制系统中防抱死制动系统进行研究,提出一种基于LuGre动态轮胎模型的防抱死制动系统的反演(backstepping)自适应滑模控制方法.首先,构建结合LuGre动态轮胎模型的1/4车辆模型,应用实际轮胎数据拟合LuGre模型参数.其次,利用纵向动力学和滑移率的关系搭建控制系统模型设计反演自适应的滑模控制器,在自适应控制器作用下快速跟踪期望滑移率并改善系统的输出抖动,根据Lyapunov稳定性理论对该方法的稳定性进行了证明.最后,在良好路面和低附着路面上进行车辆紧急制动仿真实验,对该方法的可行性及有效性进行验证.Abstract: To improve the vehicle safety and optimize vehicle control algorithms in the braking maneuver,this paper focused on the antilock braking system(ABS) control approach.An adaptive sliding mode backstepping control approach was proposed for the antilock braking system.First,a quarter vehicle model was built with the lumped LuGre dynamic tire model.The parameters of LuGre model were identified via the nonlinear least squares method.In addition,according to the relationship between longitudinal dynamics and slip ratio,the control object and adaptive sliding model backstepping controller were addressed.The controller could track the desired slip ratio quickly and decrease the output chattering.The Lyapunov theory was used to prove the stability of this control method.Resultsof simulation show that great and robust performance is achieved for tracking the desired slip ratio in the different road surfaces scenarios.