基于萤火虫算法的比例积分导数控制器整定

D. Kumanan, B. Nagaraj
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引用次数: 28

摘要

本文将一种新颖的元启发式算法——萤火虫算法(FA)应用于流动过程的比例积分导数(PID)控制器参数整定。该控制器用于控制流量并维持所需的设定点。仿真结果表明,该算法是有效的。基于所考虑的PID控制器整定程序,实现了良好的闭环系统性能。并将观测结果与Ziegler-Nichols方法进行了比较。两种元启发式方法的比较表明,所考虑的系统的FA PID控制器整定优于齐格勒-尼科尔斯整定控制器。
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Tuning of proportional integral derivative controller based on firefly algorithm
In this paper, a novel meta-heuristics algorithm, namely the firefly algorithm (FA), is applied to the proportional integral derivative (PID) controller parameter tuning for flow process. The controller is used to control flow rate and to maintain the desired set point. Simulation results indicate that the applied FA is effective and efficient. Good closed-loop system performance is achieved on the basis of the considered PID controllers tuning procedures. Moreover, the observed results are compared with the ones obtained by the Ziegler–Nichols method. The comparison of both meta-heuristics shows a superior performance for the FA PID controller tuning of the considered system than the Ziegler–Nichols tuned controller.
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