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Adaptive control schemes applied to a control moment gyroscope of 2 degrees of freedom

机译:自适应控制方案应用于2度自由的控制力矩陀螺仪

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摘要

Control of underactuated mechanical systems has been an important trend in mechatronics and nonlinear systems. Typical examples are the Furuta pendulum and inertia wheel pendulum. On the other hand, gyroscopes are important in aerial and space systems. In this paper, a two-degree of freedom underactuated control moment gyroscope (CMG) is studied. This system is highly coupled of one joint to the another and is difficult to control, which make it an important benchmark system. The problem addressed in this paper is to achieve robust motion control of the underactuated CMG. Firstly, a trajectory tracking controller is developed by using the feedback linearization technique. Secondly, two new adaptive algorithms are introduced, which correspond to an adaptive neural network algorithm and an adaptive model regressor scheme. A real-time experimental comparison is carried out among a linear PD control law, a cascade PID-PID controller and the introduced schemes. The real-time experimental study validates the introduced theory, where the performance of the controllers is evaluated with and without a periodic disturbance at the input.
机译:控制欠抖动机械系统是机电一体化和非线性系统的重要趋势。典型的例子是Furuta摆和惯性轮摆锤。另一方面,陀螺仪在天线和空间系统中很重要。在本文中,研究了两自由的自由度欠扰控制力矩陀螺仪(CMG)。该系统高度耦合到另一个接头,难以控制,这使其成为一个重要的基准系统。本文解决的问题是实现欠扰动CMG的稳健运动控制。首先,通过使用反馈线性化技术开发轨迹跟踪控制器。其次,引入了两个新的自适应算法,其对应于自适应神经网络算法和自适应模型回归方案。在线性PD控制法,级联PID控制器和介绍方案中进行实时实验比较。实时实验研究验证了引入的理论,其中控制器的性能被评估,并且没有在输入的周期性干扰。

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