基于双模态分解的发电站母线短期负荷预测*

刘昕明, 吉建光, 李玮, 石光磁

Short-term Load Forecasting for Power Substations Based on Bimodal Decomposition

LIU Xinming, JI Jianguang, LI Wei, SHI Guangci

表1 预测模型结果对比表

模型 RMSE/kW MAE/kW MAPE(%) R2(%) LSTM 463.7 377.9 6.06 88.7 EMD-LSTM 409.4 355.1 4.88 91.1 EMD-LSTM- Attention 340.3 263.2 4.35 93.9 EMD-SSA-VMD-LSTM-Attention 285.6 214.8 4.06 95.2