基于改进MFO优化Attention-LSTM的超短期风电功率预测*

宋立业, 鞠亚东, 张鑫

Ultra-short-term Wind Power Prediction Based on Improved MFO Optimized Attention-LSTM

SONG Liye, JU Yadong, ZHANG Xin

表4 不同模型预测结果比较

模型 MAPE(%) RMSE/kW LSSVM 16.38 3.122 LSTM 12.28 1.718 Attention-LSTM 9.77 0.806 MFO-Attention-LSTM 6.88 0.289 改进MFO-Attention-LSTM 4.22 0.124