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Design of Optimal Controllers for Automatic Voltage Regulation Using Archimedes Optimizer

Ahmed Agwa1,2,*, Salah Elsayed3, Mahrous Ahmed3
1 Department of Electrical Engineering, Faculty of Engineering, Al-Azhar University, Cairo, 11651, Egypt
2 Department of Electrical Engineering, Faculty of Engineering, Northern Border University, Arar, 1321, Saudi Arabia
3 Department of Electrical Engineering, College of Engineering, Taif University, Taif, 21944, Saudi Arabia
* Corresponding Author: Ahmed Agwa. Email:

Intelligent Automation & Soft Computing 2022, 31(2), 799-815. https://doi.org/10.32604/iasc.2022.019887

Received 29 April 2021; Accepted 26 June 2021; Issue published 22 September 2021

Abstract

Automatic voltage regulators (AVRs) in electrical grids preserve the voltage at its nominal value. Regulating the parameters of proportional–integral–derivative (PID) controllers used for AVRs is a nonlinear optimization issue. The objective function is designed to minimize the settling time, rise time, and overshoot of step response of resultant voltage with subjugation to constraints of PID controller parameters. In this study, we suggest using an Archimedes optimization algorithm (AOA) to tune the parameters of the PID controllers for AVRs. In addition, using an AOA to optimize the parameters of a fractional-order PID (FOPID) controller and a PID plus second-order derivative (PIDD2) controller for AVRs is also investigated to validate their effectiveness. The disturbance repudiation and robustness of the AOA-PID controllers are also examined and confirmed. To validate the results of the AOA-PID controllers, they are compared with those of other optimized controllers for convergence speed, the quality of the step response. The results indicate that the AOA functions perfectly and it has good potential for optimizing the PID controller parameters with better step response compared with the PID controller based on other approaches while preferring the results of the AOA–PIDD2 controller over other kinds of the AOA-PID controllers.

Keywords

Automatic voltage regulator; PID controller; parameter tuning; optimization methods; Archimedes optimizer

Cite This Article

A. Agwa, S. Elsayed and M. Ahmed, "Design of optimal controllers for automatic voltage regulation using archimedes optimizer," Intelligent Automation & Soft Computing, vol. 31, no.2, pp. 799–815, 2022.



This work is licensed under a Creative Commons Attribution 4.0 International License , which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
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