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Robust Fixed Point Transformations-based model reference adaptive control of inverted pendulums

机译:基于鲁棒定点变换的倒立摆模型参考自适应控制

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摘要

Nowadays Lyapunov's second method is the most prevalent in control tasks. Although, the method is ingenious, sometimes using other solutions can be more comfortable because of its lower complexity. One of these methods is the family of Robust Fixed Point Transformations (RFPT) which proved to be very useful in many cases. In this paper a modified, RFPT-based Model Reference Adaptive Controller (MRAC) is suggested for balancing two inverted pendulums. The simulation results show that this controller, instead of a simple traditional PD-type controller, can handle the dynamic system very well, and after a short stabilizing period it keeps the tracing error very low.
机译:如今,李雅普诺夫的第二种方法在控制任务中最为普遍。尽管该方法具有独创性,但由于其较低的复杂性,有时使用其他解决方案可能会更舒适。这些方法之一是稳健的定点变换(RFPT)系列,在许多情况下证明非常有用。本文提出了一种改进的基于RFPT的模型参考自适应控制器(MRAC),用于平衡两个倒立摆。仿真结果表明,该控制器代替简单的传统PD型控制器可以很好地处理动态系统,并且经过短暂的稳定期后,跟踪误差仍然很小。

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