基于GWO的分数阶球形罐系统的简化与控制器设计

S. Yadav, S. Verma, S. K. Nagar
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引用次数: 11

摘要

本文设计了PID控制器来控制球罐系统的液位。STS以分数阶建模,并使用oustaloup近似算法逼近为整数阶。采用平衡截断(BT)方法将高阶整数系统降为二阶整数系统。针对该降阶模型设计了PID控制器,主要通过试错法(T&E)对PID控制器的参数进行调整,然后使用灰狼优化器(GWO)对参数进行优化。将GWO算法与PID控制器的T&E方法进行了比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Reduction and controller design for fractional order Spherical tank system using GWO
In this paper the PID controller is designed to control the liquid level in the Spherical tank system (STS). The STS is modeled in fractional order and is approximated to an integer order by using oustaloup's approximation algorithm. The higher order integer system is reduced to a 2nd order by using Balanced Truncation (BT) method. The PID controller is designed for this reduced order model and the parameters of the PID controller are primarily tuned via trial and error (T&E) method and afterward these parameters are optimized using Grey Wolf Optimizer (GWO). The results of the GWO algorithm are compared with the T&E method of PID controller.
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