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 4 5种方法的光伏功率预测性能

Tab.4 PV power prediction performance of five methods

模型 RMSE/MW MAE/MW LSTM 7.4233 5.5645 PCA-LSTM 7.0877 4.9326 PS-LSTM 6.2524 4.3986 文献[15] 17.9553 15.1483 PS-LSTM-EC 5.8476 3.8234