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Applying of PID, FPID, TID and ITID controllers on AVR system using particle swarm optimization (PSO)

机译:PID,FPID,TID和ITID控制器在采用粒子群优化(PSO)的AVR系统上的应用

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Some methods are available to optimize problems such as Particle Swarm Optimization (PSO)-which is a computational method-by having a population of candidate solutions. In this paper we presented four PID, FPID, TID and ITID controllers and applied each one on four different error functions in an AVR system by means of PSO algorithm. This performance led us to a specific conclusion and also a comprehensive result was drawn out of the system's response and diagrams. According to rising time, settling time and overshoot percentage, we gathered a presentation that helps everyone to find the best controller easily while working with different error functions.
机译:一些方法可用于优化问题,例如粒子群优化(PSO)(这是一种计算方法),它具有大量候选解。在本文中,我们介绍了四种PID,FPID,TID和ITID控制器,并通过PSO算法将它们分别应用于AVR系统中的四个不同的误差函数。这种性能使我们得出了一个特定的结论,并且从系统的响应和图表中得出了一个综合的结果。根据上升时间,建立时间和超调百分比,我们收集了一个演示文稿,可以帮助每个人在使用不同的错误功能时轻松找到最佳的控制器。

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