Power production optimization of model-free wind farm using smoothed functional algorithm
The current study investigates the performance of Smoothed Functional Algorithm (SFA) based method towards the maximization of total power output by wind farms. The SFA based method was specifically analyzed using the Horns Rev Offshore Wind Farm consisting of 80 wind turbines as the designing groun...
| Main Authors: | , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
Springer, Singapore
2022
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| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/34311/ http://umpir.ump.edu.my/id/eprint/34311/1/Power%20production%20optimization%20of%20model-free.pdf |
| _version_ | 1848824472881070080 |
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| author | R., Mok M. A., Ahmad |
| author_facet | R., Mok M. A., Ahmad |
| author_sort | R., Mok |
| building | UMP Institutional Repository |
| collection | Online Access |
| description | The current study investigates the performance of Smoothed Functional Algorithm (SFA) based method towards the maximization of total power output by wind farms. The SFA based method was specifically analyzed using the Horns Rev Offshore Wind Farm consisting of 80 wind turbines as the designing groundwork. Whereby, the SFA based method is used to optimize the control parameter of each wind turbine such that the total power production of wind farm is maximized. Eventually, the obtained results have further revealed SFA based method as an efficacious optimization approach towards enhancing wind farm performance, in terms of a shorter convergence interval, greater precision and increased power maximization. |
| first_indexed | 2025-11-15T03:13:35Z |
| format | Conference or Workshop Item |
| id | ump-34311 |
| institution | Universiti Malaysia Pahang |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T03:13:35Z |
| publishDate | 2022 |
| publisher | Springer, Singapore |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | ump-343112022-11-11T04:24:05Z http://umpir.ump.edu.my/id/eprint/34311/ Power production optimization of model-free wind farm using smoothed functional algorithm R., Mok M. A., Ahmad T Technology (General) TK Electrical engineering. Electronics Nuclear engineering The current study investigates the performance of Smoothed Functional Algorithm (SFA) based method towards the maximization of total power output by wind farms. The SFA based method was specifically analyzed using the Horns Rev Offshore Wind Farm consisting of 80 wind turbines as the designing groundwork. Whereby, the SFA based method is used to optimize the control parameter of each wind turbine such that the total power production of wind farm is maximized. Eventually, the obtained results have further revealed SFA based method as an efficacious optimization approach towards enhancing wind farm performance, in terms of a shorter convergence interval, greater precision and increased power maximization. Springer, Singapore 2022 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/34311/1/Power%20production%20optimization%20of%20model-free.pdf R., Mok and M. A., Ahmad (2022) Power production optimization of model-free wind farm using smoothed functional algorithm. In: Proceedings of the 6th International Conference on Electrical, Control and Computer Engineering , 23 August 2021 , Kuantan, Malaysia. pp. 679-689., 842. ISBN 978-981168689-4 (Published) https://doi.org/10.1007/978-981-16-8690-0_60 |
| spellingShingle | T Technology (General) TK Electrical engineering. Electronics Nuclear engineering R., Mok M. A., Ahmad Power production optimization of model-free wind farm using smoothed functional algorithm |
| title | Power production optimization of model-free wind farm using smoothed functional algorithm |
| title_full | Power production optimization of model-free wind farm using smoothed functional algorithm |
| title_fullStr | Power production optimization of model-free wind farm using smoothed functional algorithm |
| title_full_unstemmed | Power production optimization of model-free wind farm using smoothed functional algorithm |
| title_short | Power production optimization of model-free wind farm using smoothed functional algorithm |
| title_sort | power production optimization of model-free wind farm using smoothed functional algorithm |
| topic | T Technology (General) TK Electrical engineering. Electronics Nuclear engineering |
| url | http://umpir.ump.edu.my/id/eprint/34311/ http://umpir.ump.edu.my/id/eprint/34311/ http://umpir.ump.edu.my/id/eprint/34311/1/Power%20production%20optimization%20of%20model-free.pdf |