Wind Power Plant Prediction by Using Neural Networks [electronic resource]

• Ngôn ngữ: eng
• Ký hiệu phân loại: 333.914 *Water for generation of energy
• Thông tin xuất bản: Washington, D.C. : Oak Ridge, Tenn. : United States. Dept. of Energy. Office of Energy Efficiency and Renewable Energy ; Distributed by the Office of Scientific and Technical Information, U.S. Dept. of Energy, 2012
• Mô tả vật lý: Size: p. 3154-3160 : , digital, PDF file.
• Bộ sưu tập: Metadata
• ID: 259113
• Chủ đề: 1. 17 wind energy; 2. Accuracy; 3. Energy conversion; 4. Forecasting; 5. Neural networks

Tóm tắt

This paper introduces a method of short-term wind power prediction for a wind power plant by training neural networks based on historical data of wind speed and wind direction. The model proposed is shown to achieve a high accuracy with respect to the measured data.