A modified sine cosine algorithm for improving wind plant energy production

M. H. Suid, M. Z. Tumari, M. A. Ahmad

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.

Keywords


Modified sine cosine algorithm (M-SCA), Sine cosine algorithm (SCA), Wind plant, Data driven

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DOI: http://doi.org/10.11591/ijeecs.v16.i1.pp101-106

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