Chaotic red-tailed hawk algorithm to optimize parameter power system stabilizer

Widi Aribowo, Laith Abualigah, Diego Oliva, Abeer Aljohani, Aliyu Sabo

Abstract


This article introduces a recently created adaptation of the red-tailed hawk (RTH) algorithm. The proposed approach is a modified version of the original RTH algorithm, incorporating chaotic elements to enhance its integrity and performance. The RTH algorithm emulates the hunting behavior of the red-tailed hawk. This article demonstrates the adjustment of the power system stabilizer using the suggested technique in a case study involving a single-machine system. The suggested method was validated by benchmarking against known functions and evaluating its performance on a single-machine system in terms of transient responsiveness. The essay employs the original RTH algorithm as a means of comparison. The simulation results demonstrate that the proposed technique exhibits promising performance.

Keywords


Metaheuristic; Power system stability; Power system stabilizer; Red-tailed hawk; Renewable energy

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DOI: http://doi.org/10.11591/ijece.v15i4.pp3536-3545

Copyright (c) 2025 Widi Aribowo, Laith Abualigah, Diego Oliva, Abeer Aljohani, Aliyu Sabo

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International Journal of Electrical and Computer Engineering (IJECE)
p-ISSN 2088-8708, e-ISSN 2722-2578

This journal is published by theĀ Institute of Advanced Engineering and Science (IAES).