A novel hybrid model for short-term wind power forecasting

• Published in: Applied soft computing Vol. 80; pp. 93 - 106
• Main Authors: Du, Pei, Wang, Jianzhou, Yang, Wendong, Niu, Tong
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.07.2019
• Subjects: Hybrid forecasting model; Multi-objective Optimization Algorithm; Wavelet neural network; Wind power forecasting; Wavelet neural network; Wind power forecasting; Hybrid forecasting model; Multi-objective Optimization Algorithm

Wind energy prediction has a significant effect on the planning, economic operation and security maintenance of the wind power system. However, due to the high volatility and intermittency, it is difficult to model and predict wind power series through traditional forecasting approaches. To enhance...