采用LSTM的风电功率预测方法研究

Research on Wind Power Prediction Method Using LSTM

为实现风电功率的有效预测,本文提出了一种基于长短期记忆神经网络的风电功率预测方法,并建立了基于长短期记忆的风电功率预测模型。在公开的数据集中对该风电功率预测方法进行分析与验证。结果表明,该方法有较好的预测精度。

To achieve effective prediction of wind power,this paper proposes a wind power prediction method based on LSTM neural network and establishes a wind power prediction model based on LSTM.By analyzing and verifying the wind power prediction method in a publicly available dataset,the results show that the method has good prediction accuracy.