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Adaptive Control of Servo Motor in 'SOTM'

机译:伺服电机的自适应控制“今天”

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摘要

The traditional brushless DC motor PID Control of double closed loop has a long adjusting time, large overshoot and especially when the motor model parameters have changed, the motor's control system is unstable. To solve these problems, we propose a speed regulation method based on self-tuning PID control. In the parameter estimator, we use input and output data of the system to identify the corresponding mathematical model according to the recursive least squares algorithm. The design mechanism mainly carries out the solution of the closed-loop feature polynomial, and adjusts the controller parameters adaptively according to the model parameters. Simulation and experimental results show that the proposed control algorithm can effectively overcome the effects of speed and load change, and has the characteristics of fast dynamic response, small overshoot and strong robustness.
机译:双闭环的传统无刷直流电机PID控制具有长调节时间,超冲大较大,特别是当电机型号参数发生变化时,电机的控制系统是不稳定的。为解决这些问题,我们提出了一种基于自调谐PID控制的速度调节方法。在参数估计器中,我们使用系统的输入和输出数据根据递归最小二乘算法来识别相应的数学模型。设计机制主要采用闭环特征多项式的解决方案,并根据模型参数自适应地调整控制器参数。模拟和实验结果表明,该控制算法可以有效地克服速度和负荷变化的影响,具有快速动态响应,较小的过冲和强大的特点。

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