自适应控制参数优化

Pooyan Nayyeri, Arman Mohammadi, M. Zakerzadeh
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引用次数: 0

摘要

干扰和噪声由于其未知的性质,在经典和现代控制方法中都是两个具有挑战性的问题。在解决干扰和噪声问题的理论中,自适应控制理论是保证系统鲁棒性的一种很有前途的方法。本文提出了带输出反馈的系统的控制理论。然后,考虑了一个倒立摆系统在摆动器存在扰动的情况下,实现了该控制器。最后,根据系统的输出和控制力对系统的控制参数进行了优化。给出并讨论了倒立摆系统的最优调谐控制器的仿真结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimal-tuned Parameters for ℒ1 Adaptive Control
Disturbance and noise exerted to the systems are two challenging problems in both classical and modern control approaches due to their unknown nature. While there are different theories to tackle disturbance and noise problems, ℒ1adaptive control theory is a promising approach to guarantee the robust performance of the system. In this paper, ℒ1control theory with output feedback of the system is presented. Then, an inverted pendulum system is considered to implement the ℒ1controller in the presence of the disturbance applied to the actuator of the pendulum. Finally, control parameters of the system are optimized with respect to the output and control effort of the system. Results of the simulation of the optimal-tuned ℒ1controller for the inverted pendulum system is presented and discussed.
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