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

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Title: Chaotic red-tailed hawk algorithm to optimize parameter power system stabilizer.
Authors: Aribowo, Widi1 widiaribowo@unesa.ac.id, Abualigah, Laith2 aligah.2020@gmail.com, Oliva, Diego3 diego.oliva@cucei.udg.mx, Aljohani, Abeer4 aahjohani@taibahu.edu.sa, Sabo, Aliyu5 saboaliyu98@gmail.com
Source: International Journal of Electrical & Computer Engineering (2088-8708). Aug2025, Vol. 15 Issue 4, p3536-3545. 10p.
Subjects: Optimization algorithms, Feedback control system stability, Nonlinear programming, Empirical research, Mathematical optimization, Feedback control systems
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. [ABSTRACT FROM AUTHOR]
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Database: Engineering Source
Description
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. [ABSTRACT FROM AUTHOR]
ISSN:20888708
DOI:10.11591/ijece.v15i4.pp3536-3545