Optimization of a Speed Controller of a WECS with Metaheuristic Algorithms
This paper describes the modeling and control of a high-power wind energy conversion system (WECS) using a variable speed doubly fed induction generator (DFIG) with the application of an MPPT method to obtain the maximum power from the system. We applied metaheuristic algorithms such as particle swa...
| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
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MDPI AG
2023-01-01
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| Series: | Engineering Proceedings |
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| Online Access: | https://www.mdpi.com/2673-4591/29/1/7 |
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| author | Chetioui Lotfi Zennir Youcef Arabi Marwa Horst Schulte Mechhoud El-Arkam Bendib Riad |
| author_facet | Chetioui Lotfi Zennir Youcef Arabi Marwa Horst Schulte Mechhoud El-Arkam Bendib Riad |
| author_sort | Chetioui Lotfi |
| collection | DOAJ |
| description | This paper describes the modeling and control of a high-power wind energy conversion system (WECS) using a variable speed doubly fed induction generator (DFIG) with the application of an MPPT method to obtain the maximum power from the system. We applied metaheuristic algorithms such as particle swarm optimization algorithms (PSO), Harris hawk optimization (HHO), and salp swarm algorithm (SSA) to optimize the speed sensor. The simulation results indicated that the MPPT method with the proposed optimized sensor could generate optimum rotor speed to achieve maximum power output. The simulation was developed using Matlab/Simulink. |
| first_indexed | 2024-03-11T02:30:54Z |
| format | Article |
| id | doaj.art-89e6635543ab4502995d3e9ff290697b |
| institution | Directory Open Access Journal |
| issn | 2673-4591 |
| language | English |
| last_indexed | 2024-03-11T02:30:54Z |
| publishDate | 2023-01-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Engineering Proceedings |
| spelling | doaj.art-89e6635543ab4502995d3e9ff290697b2023-11-18T10:15:25ZengMDPI AGEngineering Proceedings2673-45912023-01-01291710.3390/engproc2023029007Optimization of a Speed Controller of a WECS with Metaheuristic AlgorithmsChetioui Lotfi0Zennir Youcef1Arabi Marwa2Horst Schulte3Mechhoud El-Arkam4Bendib Riad5LRPCSI Laboratory, Université 20 Aout 1955 Skikda, Skikda 21000, AlgeriaAutomatic Laboratory of Skikda, Université 20 Aout 1955 Skikda, Skikda 21000, AlgeriaAutomatic Laboratory of Skikda, Université 20 Aout 1955 Skikda, Skikda 21000, AlgeriaControl Engineering Group, Department of Engineering, University of Applied Sciences Berlin, 13353 Berlin, GermanyAutomatic Laboratory of Skikda, Université 20 Aout 1955 Skikda, Skikda 21000, AlgeriaAutomatic Laboratory of Skikda, Université 20 Aout 1955 Skikda, Skikda 21000, AlgeriaThis paper describes the modeling and control of a high-power wind energy conversion system (WECS) using a variable speed doubly fed induction generator (DFIG) with the application of an MPPT method to obtain the maximum power from the system. We applied metaheuristic algorithms such as particle swarm optimization algorithms (PSO), Harris hawk optimization (HHO), and salp swarm algorithm (SSA) to optimize the speed sensor. The simulation results indicated that the MPPT method with the proposed optimized sensor could generate optimum rotor speed to achieve maximum power output. The simulation was developed using Matlab/Simulink.https://www.mdpi.com/2673-4591/29/1/7WECS-DFIG systemcontrol designmetaheuristic algorithms (PSO, HHO and SSA algorithm) |
| spellingShingle | Chetioui Lotfi Zennir Youcef Arabi Marwa Horst Schulte Mechhoud El-Arkam Bendib Riad Optimization of a Speed Controller of a WECS with Metaheuristic Algorithms Engineering Proceedings WECS-DFIG system control design metaheuristic algorithms (PSO, HHO and SSA algorithm) |
| title | Optimization of a Speed Controller of a WECS with Metaheuristic Algorithms |
| title_full | Optimization of a Speed Controller of a WECS with Metaheuristic Algorithms |
| title_fullStr | Optimization of a Speed Controller of a WECS with Metaheuristic Algorithms |
| title_full_unstemmed | Optimization of a Speed Controller of a WECS with Metaheuristic Algorithms |
| title_short | Optimization of a Speed Controller of a WECS with Metaheuristic Algorithms |
| title_sort | optimization of a speed controller of a wecs with metaheuristic algorithms |
| topic | WECS-DFIG system control design metaheuristic algorithms (PSO, HHO and SSA algorithm) |
| url | https://www.mdpi.com/2673-4591/29/1/7 |
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