AI Article Synopsis

  • - The paper introduces a new hybrid optimization algorithm called SA-WSO, which combines simulated annealing (SA) and white shark optimization (WSO), aimed at tuning PID controller parameters for automatic voltage regulators (AVR).
  • - Three types of PID controllers, including a novel filtered fractional-order PID controller, are analyzed for their effectiveness in improving AVR system responses.
  • - Simulation results show that the SA-WSO algorithm outperforms other methods in optimizing controller performance, offering faster convergence and better robustness for disturbance rejection.

Article Abstract

This paper combines the simulated annealing (SA) and white shark optimisation (WSO) algorithms to create a novel hybrid metaheuristic algorithm named SA-WSO. The proposed algorithm finds the best approach to tuning the parameters of three types of regulators. Three types of proportional-integral-derivative (PID) controllers are utilized for an automatic voltage regulator (AVR) system, including fractional-order (FOPID) -controllers. A novel filtered fractional-order PID controller is also presented to enhance the response of the AVR system. The simulation results demonstrate the highly effective optimisation of three controllers, including the rarely used filtrated-FOPID controller, outperforming other controller approaches in the state of the art. The controller performance analyses are also conducted to demonstrate the superiority of SA-WSO-optimized for tuning the controller parameters in different conditions for disturbance rejection and robustness. A comprehensive comparative analysis is performed to determine the most appropriate controller for the AVR system, and it is found that hybrid SA-WSO algorithm provides significant advantages in terms of improved convergence speed.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC11618434PMC
http://dx.doi.org/10.1038/s41598-024-79300-7DOI Listing

Publication Analysis

Top Keywords

avr system
12
automatic voltage
8
pid controller
8
simulated annealing
8
annealing white
8
white shark
8
three types
8
controller
7
optimal design
4
design automatic
4

Similar Publications

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!