基于时序分解与误差修正的新能源爬坡事件预测

童林,官铮,王立威,杨文韬,姚洋

New energy ramp event prediction based on time series decomposition and error correction

Lin TONG,Zheng GUAN,Li-wei WANG,Wen-tao YANG,Yang YAO

表 2 5种方法的风电功率预测性能

Tab.2 Wind power prediction performance of five methods

模型 RMSE/MW MAE/MW LSTM 4.4315 2.8677 PCA-LSTM 4.0117 2.4402 PS-LSTM 3.7327 2.3899 文献[14] 3.8943 3.0029 PS-LSTM-EC 3.6135 2.3206