Robust Design of Dual-Input Power System Stabilizer Using Chaotic JAYA Algorithm
This work aims to improve the stability of a system that consists of one generator using a dual-input stabilizer of a power system. For this purpose, a new design method based on a chaotic JAYA algorithm is proposed. This algorithm hybridizes the original JAYA algorithm with chaos to improve its exp...
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| Format: | Article |
| Language: | English |
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MDPI AG
2021-08-01
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| Series: | Energies |
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| Online Access: | https://www.mdpi.com/1996-1073/14/17/5294 |
| _version_ | 1797521440174505984 |
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| author | Badr M. Alshammari Anouar Farah Khalid Alqunun Tawfik Guesmi |
| author_facet | Badr M. Alshammari Anouar Farah Khalid Alqunun Tawfik Guesmi |
| author_sort | Badr M. Alshammari |
| collection | DOAJ |
| description | This work aims to improve the stability of a system that consists of one generator using a dual-input stabilizer of a power system. For this purpose, a new design method based on a chaotic JAYA algorithm is proposed. This algorithm hybridizes the original JAYA algorithm with chaos to improve its exploration and exploitation capabilities. Indeed, the disordered numbers generated by the chaotic map are exploited to control the standard JAYA algorithm’s search equations. The issue of design is stated as an optimization problem. The proposed technique is involved in the selection of optimal values of the dual-input power system stabilizer (PSS) parameters. The efficiency of the proposed controller is assessed under various loading conditions and compared with the original JAYA, cuckoo search and particle swarm optimization (PSO) algorithms. The target function consists of the integration of absolute error multiplied by the time, including the speed deviation is considered for the controller design method. The controller tuned by a chaotic JAYA algorithm is tested using a single machine infinite bus (SMIB) power system. The findings of the simulation results demonstrate the robustness and effectiveness of the suggested method in damping oscillations over an extended range of loading conditions. |
| first_indexed | 2024-03-10T08:12:37Z |
| format | Article |
| id | doaj.art-5566e3337967412b89db6de110170a03 |
| institution | Directory Open Access Journal |
| issn | 1996-1073 |
| language | English |
| last_indexed | 2024-03-10T08:12:37Z |
| publishDate | 2021-08-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Energies |
| spelling | doaj.art-5566e3337967412b89db6de110170a032023-11-22T10:32:32ZengMDPI AGEnergies1996-10732021-08-011417529410.3390/en14175294Robust Design of Dual-Input Power System Stabilizer Using Chaotic JAYA AlgorithmBadr M. Alshammari0Anouar Farah1Khalid Alqunun2Tawfik Guesmi3Department of Electrical Engineering, University of Ha’il, Ha’il 2240, Saudi ArabiaDepartment of Electrical Engineering, University of Ha’il, Ha’il 2240, Saudi ArabiaDepartment of Electrical Engineering, University of Ha’il, Ha’il 2240, Saudi ArabiaDepartment of Electrical Engineering, University of Ha’il, Ha’il 2240, Saudi ArabiaThis work aims to improve the stability of a system that consists of one generator using a dual-input stabilizer of a power system. For this purpose, a new design method based on a chaotic JAYA algorithm is proposed. This algorithm hybridizes the original JAYA algorithm with chaos to improve its exploration and exploitation capabilities. Indeed, the disordered numbers generated by the chaotic map are exploited to control the standard JAYA algorithm’s search equations. The issue of design is stated as an optimization problem. The proposed technique is involved in the selection of optimal values of the dual-input power system stabilizer (PSS) parameters. The efficiency of the proposed controller is assessed under various loading conditions and compared with the original JAYA, cuckoo search and particle swarm optimization (PSO) algorithms. The target function consists of the integration of absolute error multiplied by the time, including the speed deviation is considered for the controller design method. The controller tuned by a chaotic JAYA algorithm is tested using a single machine infinite bus (SMIB) power system. The findings of the simulation results demonstrate the robustness and effectiveness of the suggested method in damping oscillations over an extended range of loading conditions.https://www.mdpi.com/1996-1073/14/17/5294dual-input PSSchaotic mappower system stabilizerJAYA algorithmITAE |
| spellingShingle | Badr M. Alshammari Anouar Farah Khalid Alqunun Tawfik Guesmi Robust Design of Dual-Input Power System Stabilizer Using Chaotic JAYA Algorithm Energies dual-input PSS chaotic map power system stabilizer JAYA algorithm ITAE |
| title | Robust Design of Dual-Input Power System Stabilizer Using Chaotic JAYA Algorithm |
| title_full | Robust Design of Dual-Input Power System Stabilizer Using Chaotic JAYA Algorithm |
| title_fullStr | Robust Design of Dual-Input Power System Stabilizer Using Chaotic JAYA Algorithm |
| title_full_unstemmed | Robust Design of Dual-Input Power System Stabilizer Using Chaotic JAYA Algorithm |
| title_short | Robust Design of Dual-Input Power System Stabilizer Using Chaotic JAYA Algorithm |
| title_sort | robust design of dual input power system stabilizer using chaotic jaya algorithm |
| topic | dual-input PSS chaotic map power system stabilizer JAYA algorithm ITAE |
| url | https://www.mdpi.com/1996-1073/14/17/5294 |
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