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Adaptive random control of a two-axis redundantly actuated electro-hydraulic shaking table

机译:两轴冗余驱动电动液压振动台的自适应随机控制

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摘要

An adaptive random control method is presented for a two-axis redundantly actuated electro-hydraulic shaking table system to replicate the reference acceleration power spectral density (PSD). The redundant force controller is developed to reduce the cross-coupling among the actuators. The offline iterations are implemented in conventional random control to compensate for the changes in the frequency response function of the system. Stability and responsiveness of control are determined by operator-selected parameters. In adaptive random control, the reference PSD is transformed into time domain histories by filtering white noise. The adaptive finite impulse response (FIR) filters are used to model and track the inverse system online. The weights of the FIR filters are updated by the forgetting factor recursive least-squares algorithm. The time histories are corrected by the copy of the inverse model. Experimental results obtained in step response and PSD replication demonstrate the effectiveness of the proposed control method.
机译:提出了一种自适应随机控制方法,用于两轴冗余驱动的电动液压振动台系统,以复制参考加速度功率谱密度(PSD)。开发了冗余力控制器,以减少执行器之间的交叉耦合。离线迭代是在常规随机控制中实现的,以补偿系统频率响应函数的变化。控制的稳定性和响应性由操作员选择的参数确定。在自适应随机控制中,通过过滤白噪声将参考PSD转换为时域历史。自适应有限冲激响应(FIR)滤波器用于在线建模和跟踪逆系统。 FIR滤波器的权重由遗忘因子递归最小二乘算法更新。时间历史通过逆模型的副本进行校正。在阶跃响应和PSD复制中获得的实验结果证明了所提出的控制方法的有效性。

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