Wind speed optimisation method of numerical prediction for wind farm based on Kalman filter method

• Published in: Journal of engineering (Stevenage, England) Vol. 2017; no. 13; pp. 1146 - 1149
• Main Authors: Hua, Shenbing, Wang, Shu, Jin, Shuanglong, Feng, Shuanglei, Wang, Bo
• Format: Journal Article
• Language: English
• Published: The Institution of Engineering and Technology 2017
• Subjects: correlation coefficient; forecasted wind speed; Kalman filter method; Kalman filters; matrix algebra; numerical prediction; optimisation; predictive factor matrix; RMSE; weather research and forecast model; wind farm; wind power plants; wind speed forecast; wind speed optimisation method; WRF model; wind farm; Kalman filter method; RMSE; weather research and forecast model; predictive factor matrix; matrix algebra; wind speed forecast; numerical prediction; WRF model; optimisation; forecasted wind speed; wind speed optimisation method; Kalman filters; wind power plants; correlation coefficient

In recent years, with the rapid increase of wind turbine install, the volatility and randomness of wind speed restrict the development of wind power industry. The uncertainty of wind speed forecast has the mainly impact on wind power prediction. The subject of this manuscript is to study the impact...