基于模糊自适应PID控制器的桥式起重机抗摆研究

Dandan Liu, Wei-ming Lin
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引用次数: 1

摘要

为了消除和控制载荷的摆动,实现二自由度桥式起重机的精确定位,本文利用拉格朗日方程建立了桥式起重机动力学模型的非线性微分方程。考虑到起重机系统的非线性、时变和不确定性,模糊自适应PID控制器是PID控制器和模糊控制器的融合。模糊语言的作用是实时调节PID参数。利用SIMULINK对系统进行了建模和动态仿真,验证了模糊自适应PID控制方法的可行性。仿真结果分析表明,与传统PID控制方法相比,模糊自适应PID控制器具有更好的自适应性和鲁棒性。控制过程更稳定,响应速度更快,可以提高起重机防摆系统的动态性能。
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 Anti-swing of Bridge Crane Based on Fuzzy Self-adaptive PID Controller
Aiming at eliminating and controlling the swing of load and realizing the precise positioning of the two-degree-of-freedom bridge crane, this paper uses the Lagrange equation to establish the nonlinear differential equation of the dynamic model of the bridge crane. Considering the nonlinearity, time variation and uncertainty of the crane system, the fuzzy self-adaptive PID controller is the fusion of PID controller and fuzzy controller. The function of fuzzy language is to regulate the PID parameters in real time. The model and dynamic simulation of the anti-sway system are studied by SIMULINK, to verify the fuzzy self-adaptive PID control method is feasible. Compared with the traditional PID control method, the fuzzy self-adaptive PID controller has better adaptability and robustness according to the analysis of the simulation results. The control process is more stable and the response speed is faster, which can improve the dynamic performance of the crane anti-swing system.
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