A modified sine cosine algorithm for improving wind plant energy production
This paper presents a Modified Sine Cosine Algorithm (M-SCA) to improve the controller parameter of an array of turbines such that the total energy production of wind plant is increased. The two modifications employed to the original SCA are in terms of the updated step size gain and the updated des...
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Institute of Advanced Engineering and Science
2019
|
| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/30146/1/A%20modified%20sine%20cosine%20algorithm%20for%20improving%20wind%20plant.pdf |
| _version_ | 1825813634101542912 |
|---|---|
| author | Mohd Helmi, Suid Mohd Zaidi, Mohd Tumari Mohd Ashraf, Ahmad |
| author_facet | Mohd Helmi, Suid Mohd Zaidi, Mohd Tumari Mohd Ashraf, Ahmad |
| author_sort | Mohd Helmi, Suid |
| collection | UMP |
| description | This paper presents a Modified Sine Cosine Algorithm (M-SCA) to improve the controller parameter of an array of turbines such that the total energy production of wind plant is increased. The two modifications employed to the original SCA are in terms of the updated step size gain and the updated design variable equation. Those modifications are expected to enhance the variation of exploration and exploitation rates while avoiding the premature convergence condition. The effectiveness of the M-SCA is applied to maximize energy production of a row of ten turbines. The statistical performance analysis shows that the M-SCA provides the highest total energy production as compared to other existing methods. |
| first_indexed | 2024-03-06T12:46:55Z |
| format | Article |
| id | UMPir30146 |
| institution | Universiti Malaysia Pahang |
| language | English |
| last_indexed | 2024-03-06T12:46:55Z |
| publishDate | 2019 |
| publisher | Institute of Advanced Engineering and Science |
| record_format | dspace |
| spelling | UMPir301462022-04-27T02:42:15Z http://umpir.ump.edu.my/id/eprint/30146/ A modified sine cosine algorithm for improving wind plant energy production Mohd Helmi, Suid Mohd Zaidi, Mohd Tumari Mohd Ashraf, Ahmad TK Electrical engineering. Electronics Nuclear engineering This paper presents a Modified Sine Cosine Algorithm (M-SCA) to improve the controller parameter of an array of turbines such that the total energy production of wind plant is increased. The two modifications employed to the original SCA are in terms of the updated step size gain and the updated design variable equation. Those modifications are expected to enhance the variation of exploration and exploitation rates while avoiding the premature convergence condition. The effectiveness of the M-SCA is applied to maximize energy production of a row of ten turbines. The statistical performance analysis shows that the M-SCA provides the highest total energy production as compared to other existing methods. Institute of Advanced Engineering and Science 2019-10 Article PeerReviewed pdf en cc_by_sa_4 http://umpir.ump.edu.my/id/eprint/30146/1/A%20modified%20sine%20cosine%20algorithm%20for%20improving%20wind%20plant.pdf Mohd Helmi, Suid and Mohd Zaidi, Mohd Tumari and Mohd Ashraf, Ahmad (2019) A modified sine cosine algorithm for improving wind plant energy production. Indonesian Journal of Electrical Engineering and Computer Science, 16 (1). pp. 101-106. ISSN 2502-4752. (Published) http://doi.org/10.11591/ijeecs.v16.i1.pp101-106 http://doi.org/10.11591/ijeecs.v16.i1.pp101-106 |
| spellingShingle | TK Electrical engineering. Electronics Nuclear engineering Mohd Helmi, Suid Mohd Zaidi, Mohd Tumari Mohd Ashraf, Ahmad A modified sine cosine algorithm for improving wind plant energy production |
| title | A modified sine cosine algorithm for improving wind plant energy production |
| title_full | A modified sine cosine algorithm for improving wind plant energy production |
| title_fullStr | A modified sine cosine algorithm for improving wind plant energy production |
| title_full_unstemmed | A modified sine cosine algorithm for improving wind plant energy production |
| title_short | A modified sine cosine algorithm for improving wind plant energy production |
| title_sort | modified sine cosine algorithm for improving wind plant energy production |
| topic | TK Electrical engineering. Electronics Nuclear engineering |
| url | http://umpir.ump.edu.my/id/eprint/30146/1/A%20modified%20sine%20cosine%20algorithm%20for%20improving%20wind%20plant.pdf |
| work_keys_str_mv | AT mohdhelmisuid amodifiedsinecosinealgorithmforimprovingwindplantenergyproduction AT mohdzaidimohdtumari amodifiedsinecosinealgorithmforimprovingwindplantenergyproduction AT mohdashrafahmad amodifiedsinecosinealgorithmforimprovingwindplantenergyproduction AT mohdhelmisuid modifiedsinecosinealgorithmforimprovingwindplantenergyproduction AT mohdzaidimohdtumari modifiedsinecosinealgorithmforimprovingwindplantenergyproduction AT mohdashrafahmad modifiedsinecosinealgorithmforimprovingwindplantenergyproduction |