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Force and position control in the electro-hydraulic system by using a MIMO fuzzy controller

机译:电动液压系统中力和位置的MIMO模糊控制器控制

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An electro-hydraulic system (EHS) usually has the force and position controls. For control of these parameters to the desired value, multiple PID controllers are often used, which are sensitive to change in system parameters. Therefore, in this paper, a multi-input multi-output (MIMO) fuzzy controller is proposed to control those variables. The proposed controller has four inputs and three outputs. The input variable consists of a position error, velocity error, force error, and change of force error. The part of output variable consists of a signal to drive proportional direction control valve to control the position of an actuator, a signal is used to command the inverter to control the speed of the electric motor to drive the fixed displacement gear pump which determines flow and pressure (force), and finally, a signal to drive proportional pressure relief valve to reduce any losses. Consequentially, the EHS that is used for this control is designed to saving energy. The proposed controller and the EHS are implemented to the hydraulic press. The experimental results showed that the hybrid of force and position control by using a MIMO fuzzy controller has a superior performance compared to the multiple PID controllers. The proposed EHS also saves more energy than conventional EHS. Thus, the MIMO fuzzy controller can be an alternative to control multi-variables in the EHS.
机译:电动液压系统(EHS)通常具有力和位置控制。为了将这些参数控制到所需值,经常使用多个PID控制器,它们对系统参数的变化很敏感。因此,在本文中,提出了一种多输入多输出(MIMO)模糊控制器来控制这些变量。建议的控制器具有四个输入和三个输出。输入变量包括位置误差,速度误差,力误差和力误差的变化。输出变量的一部分包括一个信号,该信号驱动比例方向控制阀以控制执行器的位置,该信号用于命令变频器控制电动机的速度以驱动定排量齿轮泵,从而确定流量和压力(力),最后是一个信号,以驱动比例溢流阀以减少任何损失。因此,用于此控制的EHS旨在节省能源。拟议的控制器和EHS已应用于液压机。实验结果表明,与多PID控制器相比,使用MIMO模糊控制器进行力和位置的混合控制具有更好的性能。与传统的EHS相比,拟议的EHS还可以节省更多的能源。因此,MIMO模糊控制器可以替代EHS中的控制多变量。

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