基于球&的控制方案研究梁系统

Peifeng Zhuang, Peng Zuo, Shuaibing Huang, Jiahui Feng, Ruei-Yuan Wang, Ho-Sheng Chen
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引用次数: 0

摘要

在控制理论的研究中,开环不稳定球&光束系统是典型的研究对象之一。本文研究了基于球的PID(比例积分微分)控制器设计方法和模糊PID控制器设计方法。梁系统,旨在实现对系统稳定性和性能的有效控制。首先,对钢球进行受力分析;并建立了基于拉格朗日方程的数学模型,为后续控制策略的设计提供了基础。接下来,我们对稳定性和性能指标进行分析,包括超调量、调整时间等,来评价两个PID控制器的性能。最后,通过调整各自的控制参数来确定最优PID控制器,并通过相应的响应曲线来验证所提算法和模型的精度、速度和稳定性。仿真和实验结果表明,与传统PID控制器相比,模糊PID控制器能快速将球稳定在目标位置,具有较好的实用性、稳定性、快速性和准确性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research on Control Scheme Based on Ball & Beam System
In the research of control theory, the open-loop unstable Ball & Beam system is one of the typical research objects. This article studies the PID(Proportion Integration Differentiation)controller design method and fuzzy PID controller design method based on the Ball & Beam system, aiming to achieve effective control of system stability and performance. Firstly, a force analysis was conducted on the Ball & Beam system, and a mathematical model was established based on the Lagrangian equation, providing a foundation for the subsequent design of control strategies. Next, we conducted an analysis of stability and performance indicators, including overshoot, adjustment time, etc., to evaluate the performance of the two PID controllers. Finally, the optimal PID controller is determined by adjusting their respective control parameters, and the accuracy, speed, and stability of the proposed algorithm and model are verified through their corresponding response curves. The simulation and experimental results show that the fuzzy PID controller can quickly stabilize the ball at the target position compared to the conventional PID controller and has good practicality, stability, rapidity, and accuracy.
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