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Tuning fractional PID controllers for a Steward platform based on frequency domain and artificial intelligence methods

机译:基于频域和人工智能方法调整steward平台的分数pID控制器

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摘要

In this paper, two methods to tune a fractional-order PI (lambda) D (mu) controller for a mechatronic system are presented. The first method is based on a genetic algorithm to obtain the parameter values for the fractionalorder PI (lambda) D (mu) controller by global optimization. The second method used to design the fractional-order PI (lambda) D (mu) controller relies on an auto-tuning approach by meeting some specifications in the frequency domain. The real-time experiments are conducted using a Steward platform which consists of a table tilted by six servo-motors with a ball on the top of the table. The considered system is a 6 degrees of freedom (d.o.f.) motion platform. The feedback on the position of the ball is obtained from images acquired by a visual sensor mounted above the platform. The fractional-order controllers were implemented and the performances of the steward platform are analyzed.
机译:在本文中,提出了两种方法来调节机电系统的分数阶PI(λ)D(μ)控制器。第一种方法基于遗传算法,通过全局优化获得分数阶PI(λ)D(μ)控制器的参数值。用于设计分数阶PI(λ)D(μ)控制器的第二种方法依赖于自动调谐方法,可以满足频域中的某些规范。实时实验是使用Steward平台进行的,该平台包括一个桌子,桌子由六个伺服电机倾斜,桌子顶部有一个球。所考虑的系统是6自由度(d.o.f.)运动平台。球位置的反馈是从安装在平台上方的视觉传感器获取的图像获得的。实现了分数阶控制器,并分析了管家平台的性能。

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