微电网功率预测与调度端到端协同优化方法

张理, 王宝, 贾健雄, 宋竹萌, 叶钰童, 余跃, 林嘉庆, 徐潇源

End-to-End Collaborative Optimization Method for Microgrid Power Prediction and Optimal Scheduling

ZHANG Li, WANG Bao, JIA Jianxiong, SONG Zhumeng, YE Yutong, YU Yue, LIN Jiaqing, XU Xiaoyuan

表5 预测模型精度

Tab.5 Accuracy of forecast model

模型 eMSE eMAE R2 SVR 0.00978 0.0482 0.8243 MLP 0.00984 0.0672 0.8410 RFR 0.00889 0.0605 0.7979 HGB 0.00927 0.0622 0.8504 精度导向组合预测 0.00764 0.0487 0.8497 收益导向组合预测 0.00931 0.0568 0.8025