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Data-driven tuning of a hybrid integrator-gain system

机译:混合积分器增益系统的数据驱动调整

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In an attempt to surpass Bode's gain-phase relationship, a hybrid integrator-gain system is studied that has significantly less phase lag in its describing function description when compared to a linear integrator. The hybrid integrator is designed to obtain improved low-frequency disturbance rejection properties under double-integrator (PI~2D-like) control, but without the unwanted increase of overshoot otherwise resulting from adding an extra linear integrator. Closed-loop stability of the hybrid control design is guaranteed on the basis of a circle-criterion-like argument and checked through (measured) frequency response data. Closed-loop performance is obtained by data-driven optimization using gradients derived from a state-space description of the hybrid integrator, frequency response data from the linear part of the control system, and data obtained from machine-in-the-loop measurement.
机译:在尝试超越BODE的增益相位关系中,研究了混合积分器 - 增益系统,其在与线性积分器相比时,其描述功能描述中具有显着较小的相位滞后。混合积分器旨在在双积分器(PI〜2D)控制下获得改进的低频干扰抑制特性,但是没有增加额外的线性积分器所产生的过冲的不需要增加。混合控制设计的闭环稳定性是基于圆标准的参数保证的,并通过(测量)频率响应数据进行检查。通过使用从控制系统的线性部分的频率响应数据的状态空间描述导出的梯度来获得闭环性能,从控制系统的线性部分的频率响应数据,以及从循环测量获得的数据。

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