Optimal control of a single-stage modular PV-grid-driven system using a gradient optimization algorithm

There are many studies that focus on extracting harmonics from both DC and AC sides of grid-interfaced photovoltaic (PV) systems. Based on these studies, the paper introduces an efficient method depending on hybrid DC voltage, and an active and reactive power (DC-V PQ) control scheme in a single-sta...

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Main Authors: Altbawi, Saleh Masoud Abdallah, Mokhtar, Ahmad Safawi, Abdul Khalid, Saifulnizam, Husain, Nusrat, Yahya, Ashraf, Haider, Syed Aqeel, Alsisi, Rayan Hamza, Moin, Lubna
Format: Article
Language:English
Published: MDPI 2023
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Online Access:http://eprints.utm.my/106703/1/AhmadSafawiMokhtar2023_OptimalControlofaSingleStageModular.pdf
http://eprints.utm.my/106703/
http://dx.doi.org/10.3390/en16031492
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spelling my.utm.1067032024-07-15T06:51:11Z http://eprints.utm.my/106703/ Optimal control of a single-stage modular PV-grid-driven system using a gradient optimization algorithm Altbawi, Saleh Masoud Abdallah Mokhtar, Ahmad Safawi Abdul Khalid, Saifulnizam Husain, Nusrat Yahya, Ashraf Haider, Syed Aqeel Alsisi, Rayan Hamza Moin, Lubna TK Electrical engineering. Electronics Nuclear engineering There are many studies that focus on extracting harmonics from both DC and AC sides of grid-interfaced photovoltaic (PV) systems. Based on these studies, the paper introduces an efficient method depending on hybrid DC voltage, and an active and reactive power (DC-V PQ) control scheme in a single-stage three-phase grid-interfaced PV system. The proposed scheme is designed to regulate DC voltage to minimize power loss and energy share between the network reconfiguration and the utility grid. Moreover, the technique is more effective at dealing with uncertainty and has higher reliability under various operating scenarios. These operations are the insertion of linear load 1, nonlinear load, and linear load 2. Moreover, a novel objective function (OF) is developed to improve the dynamic response of the system. OF is coupled with a particle swarm optimization (PSO) algorithm and a gradient optimization (GBO) algorithm. The analysis and the comparative study prove the superiority of GBO with counterfeits algorithm. MDPI 2023 Article PeerReviewed application/pdf en http://eprints.utm.my/106703/1/AhmadSafawiMokhtar2023_OptimalControlofaSingleStageModular.pdf Altbawi, Saleh Masoud Abdallah and Mokhtar, Ahmad Safawi and Abdul Khalid, Saifulnizam and Husain, Nusrat and Yahya, Ashraf and Haider, Syed Aqeel and Alsisi, Rayan Hamza and Moin, Lubna (2023) Optimal control of a single-stage modular PV-grid-driven system using a gradient optimization algorithm. Energies, 16 (3). pp. 1-23. ISSN 1996-1073 http://dx.doi.org/10.3390/en16031492 DOI : 10.3390/en16031492
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
language English
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Altbawi, Saleh Masoud Abdallah
Mokhtar, Ahmad Safawi
Abdul Khalid, Saifulnizam
Husain, Nusrat
Yahya, Ashraf
Haider, Syed Aqeel
Alsisi, Rayan Hamza
Moin, Lubna
Optimal control of a single-stage modular PV-grid-driven system using a gradient optimization algorithm
description There are many studies that focus on extracting harmonics from both DC and AC sides of grid-interfaced photovoltaic (PV) systems. Based on these studies, the paper introduces an efficient method depending on hybrid DC voltage, and an active and reactive power (DC-V PQ) control scheme in a single-stage three-phase grid-interfaced PV system. The proposed scheme is designed to regulate DC voltage to minimize power loss and energy share between the network reconfiguration and the utility grid. Moreover, the technique is more effective at dealing with uncertainty and has higher reliability under various operating scenarios. These operations are the insertion of linear load 1, nonlinear load, and linear load 2. Moreover, a novel objective function (OF) is developed to improve the dynamic response of the system. OF is coupled with a particle swarm optimization (PSO) algorithm and a gradient optimization (GBO) algorithm. The analysis and the comparative study prove the superiority of GBO with counterfeits algorithm.
format Article
author Altbawi, Saleh Masoud Abdallah
Mokhtar, Ahmad Safawi
Abdul Khalid, Saifulnizam
Husain, Nusrat
Yahya, Ashraf
Haider, Syed Aqeel
Alsisi, Rayan Hamza
Moin, Lubna
author_facet Altbawi, Saleh Masoud Abdallah
Mokhtar, Ahmad Safawi
Abdul Khalid, Saifulnizam
Husain, Nusrat
Yahya, Ashraf
Haider, Syed Aqeel
Alsisi, Rayan Hamza
Moin, Lubna
author_sort Altbawi, Saleh Masoud Abdallah
title Optimal control of a single-stage modular PV-grid-driven system using a gradient optimization algorithm
title_short Optimal control of a single-stage modular PV-grid-driven system using a gradient optimization algorithm
title_full Optimal control of a single-stage modular PV-grid-driven system using a gradient optimization algorithm
title_fullStr Optimal control of a single-stage modular PV-grid-driven system using a gradient optimization algorithm
title_full_unstemmed Optimal control of a single-stage modular PV-grid-driven system using a gradient optimization algorithm
title_sort optimal control of a single-stage modular pv-grid-driven system using a gradient optimization algorithm
publisher MDPI
publishDate 2023
url http://eprints.utm.my/106703/1/AhmadSafawiMokhtar2023_OptimalControlofaSingleStageModular.pdf
http://eprints.utm.my/106703/
http://dx.doi.org/10.3390/en16031492
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score 13.211869