旋转倒立摆的混合控制方案

A. Shojaei, M. Othman, R. Rahmani, M. R. Rani
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引用次数: 12

摘要

提出了一种基于递归神经网络和PID控制器的旋转倒立摆控制器的实现方法。控制器的目标是确定稳定摆角的控制策略。正常情况下,钟摆是向不受控制的状态移动。详细分析了RNN控制器和PID控制器对旋转倒立摆的控制。本文提出了一种利用遗传算法(GA)稳定RIP的研究问题,它可以指导非线性模型的控制设计。仿真结果表明,两种控制器都能成功地控制旋转倒立摆系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Hybrid Control Scheme for a Rotational Inverted Pendulum
This paper proposes the implementation of a novel controller based on a Recurrent Neural Network and PID controller for a Rotational Inverted pendulum. The objective of the controller is to determine the control strategy to stabilize the pendulum angle. Normally, the pendulum is a move towards an uncontrolled state. The Rotational Inverted pendulum by RNN controller and PID controller are analyzed in detail. This paper presents an investigation problem for stabilizing the RIP using Genetic Algorithm (GA), which can guide the control design for a nonlinear model. The result shows that both controllers are capable of controlling the Rotational Inverted pendulum system successfully, as shown in the simulation results.
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