基于互信息理论与递归神经网络的短期风速预测模型

王岩, 陈耀然, 韩兆龙, 周岱, 包艳

Short-Term Wind Speed Forecasting Model Based on Mutual Information and Recursive Neural Network

WANG Yan, CHEN Yaoran, HAN Zhaolong, ZHOU Dai, BAO Yan

表2 模型在不同指标下的统计结果

Tab.2 Statistical results of models at different indicators

模型 RMSE/(m·s-1) MAE/(m·s-1) R2 MI-RNN 0.237 0.192 0.992 ANN 0.490 0.437 0.965 SVM 0.299 0.325 0.977