基于BP-GA综合算法的风速预测

Wind Speed Forecasting Based on Synthesis Algorithm of BP-GA

介绍了BP神经网络算法和BP-GA综合算法的原理,为了提高风电场风速预测的精度,提出用BP-GA算法对风速进行超短期预测和短期预测,以一风场的实际风速数据为参考,验证所提出算法的有效性。

This paper introduced the principles of the BP neural network algorithm and BP-GA integrated algorithm. To improve the accuracy of wind speed forecasting in wind power plant, the method of BP-GA algorithmfor super short-term and short-term prediction of wind speed were put forward to verify the validity of proposed algorithm based on actual wind speed data as the reference.