Optimization of PID controller based on various tuning methods

Siddharth Singh, Vijander Singh, A. Rani, Jyoti Yadav
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引用次数: 0

Abstract

PID controllers have been in use for numerous decades. Many researchers have developed and discussed their tuning methods. In this presented work, we discuss different types of tuning methods for Proportional Integral Derivative (PID) controllers. The present work also discusses about plants with delay time and their equivalent First Order Plus Time Delay (FOPDT) structure with their tuning method. Furthermore, a two-degree of freedom (2-DOF) PID controller and its tuning methods have also been discussed. Lastly, Genetic Algorithm (GA) has been employed so as to optimally tune the PID controller. The tuning methods for PID controllers have been tested. The simulations are carried out in MATLAB Simulink (2020a). The results are then recorded in tabular form and compared with classical tuning methods present in literature. Finally, the best tuning method out of the discussed methods for the plant has been concluded.
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基于各种整定方法的PID控制器优化
PID控制器已经使用了几十年。许多研究人员已经开发并讨论了他们的调谐方法。在本文中,我们讨论了比例积分导数(PID)控制器的不同类型的整定方法。本文还讨论了具有时滞的对象及其等效的一阶加时滞(FOPDT)结构及其调谐方法。此外,还讨论了一种二自由度PID控制器及其整定方法。最后,采用遗传算法对PID控制器进行最优整定。对PID控制器的整定方法进行了测试。仿真在MATLAB Simulink (2020a)中进行。然后将结果以表格形式记录下来,并与文献中的经典调谐方法进行比较。最后,在讨论的方法中,得出了适合该装置的最佳调谐方法。
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