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)
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Abstract
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.
| Item Type: | Article |
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| Additional Information: | Indexed by Scopus |
| Uncontrolled Keywords: | Modified sine cosine algorithm (M-SCA); Sine cosine algorithm (SCA); Wind plant; Data driven |
| Subjects: | T Technology > TK Electrical engineering. Electronics Nuclear engineering |
| Faculty/Division: | Faculty of Electrical and Electronic Engineering Technology |
| Depositing User: | Mrs Norsaini Abdul Samat |
| Date Deposited: | 27 Apr 2022 02:42 |
| Last Modified: | 27 Apr 2022 02:42 |
| URI: | http://umpir.ump.edu.my/id/eprint/30146 |
| Download Statistic: | View Download Statistics |
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