A Review on Power Prediction Techniques with Wind Speed Data

Abstract

Wind power has gained large importance in worldwide. An accurate wind power forecast is vital one as wind has difficult and stochastic nature. The energy output of the wind farm is depending on the weather conditions. When output predicted accurately, energy suppliers determine the production of energy sources to avoid overproduction. The prediction of wind power is crucial for the maintenance of wind power units and energy reserve scheduling. Because of cleanness and wide availability, Wind power generation is improved in the large-scale industry. Due to changeable and intermittent features, it is not easy to guarantee stability when accessing the electricity grid. Many researchers carried out their research on wind power prediction. However, it does not provide better performance in terms of accuracy level and time consumption. To address these issues, conventional techniques are reviewed in this paper.