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Design of Feed-forward Controller with Stick-slip Friction Modeling in Electro-mechanical Brake System

机译:机电制动系统中具有滑移摩擦建模的前馈控制器设计

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Electro-Mechanical Brake (EMB) is expected to be one of the future brake system. Feedback controller with sensor measuring is commonly used for control of EMB. However, this controller has some issues like delayed response and extra cost about sensor installation. In this paper, Feed-forward controller in EMB is proposed for solving these problems of feedback control. Also, it is very necessary to describe dynamical phenomenon of friction in actual EMB system. The actual EMB system shows stick-slip friction of mechanical parts which is difficult to model and apply to design of controller. This research is focused on exquisitely describing this stick-slip friction. In order to do this, the experiment about EMB is proceeded in the open loop system with the motor current command and data from the experiment is used for identification of model parameters during stiction. Then, parameters during slip is estimated in the closed loop system. Finally, developed friction model of EMB is proposed and it is utilized for design of feed-forward controller. Matlab Simulink is used for design of EMB simulation model and EMB test bench is utilized for experiment. Performance of proposed control system is compared with that of feedback control system.
机译:机电制动(EMB)有望成为未来的制动系统之一。具有传感器测量功能的反馈控制器通常用于EMB的控制。但是,此控制器存在一些问题,例如响应延迟和传感器安装的额外成本。为了解决这些反馈控制问题,本文提出了EMB中的前馈控制器。而且,描述实际EMB系统中的摩擦动力学现象非常必要。实际的EMB系统显示出机械零件的粘滑摩擦,这很难建模并且无法应用于控制器的设计。这项研究的重点是精确描述这种粘滑摩擦。为此,在开环系统中使用电动机电流命令进行了有关EMB的实验,并将实验中的数据用于在静摩擦期间识别模型参数。然后,在闭环系统中估计滑移期间的参数。最后,提出了改进的EMB摩擦模型,并将其用于前馈控制器的设计。 Matlab Simulink用于EMB仿真模型的设计,EMB测试台用于实验。将所提出的控制系统的性能与反馈控制系统的性能进行比较。

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