电液伺服系统建模与自整定调节器设计的实验研究

Anahita Moradmand, H. Khaloozadeh
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引用次数: 10

摘要

为工业系统设计基于模型的控制器,需要精确的数学模型。随着时间的推移,这些模型中的大多数都发生了变化,并且应该修改以前的控制器以获得良好的性能。水电系统在过去的四十年中得到了广泛的应用,是一个有趣的研究领域。基于系统辨识和自适应控制理论,提出了一种针对老旧电液伺服系统建模和控制器设计的特殊方案。工业过程控制受到噪声和饱和两大问题的困扰。本文通过实验,将辨识与控制方法应用于非线性系统的线性周期。为了确定系统的顺序,使用了Matlab Ident工具箱、Hankel矩阵和Hankel奇异值。采用递推最小二乘(RLS)方法确定估计参数。设计一种实用的自调谐调节器也是一项重要的任务。由于被控系统的结果不合适,产生了一个修正的调节器。最后,记录并演示了可接受的仿真结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An experimental study of modeling and self-tuning regulator design for an electro-hydro servo-system
To design model-based controllers for industrial systems, an accurate mathematical model is necessary. Over time, most of these models are changed and the former controllers should be modified to achieve good performance. Hydro systems, according to their wide application over last forty years, are an interesting field of research. In this paper, based on the system identification and adaptive control theory, a special scheme for modeling and controller design of an old ElectroHydro servo-system is proposed. Industrial process control suffering from noise and saturation as two main problematic factors. Here by conducting an experiment, the identification and control are employed in linear period of the nonlinear system. To specify the order of system, Matlab Ident toolbox, Hankel matrix and Hankel singular values are used. Recursive Least Square (RLS) method is implemented to determine estimated parameters. Designing a practical self-tuning regulator is a significant task too. Due to the inappropriate results of controlled system, a corrected regulator is generated. Finally, acceptable simulations are recorded and demonstrated.
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