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1 预测子模型参数设置

Tab.1 Parameter settings of prediction sub-model

模型 参数 SVR kernel为poly, C=0.5, γ=0.03 MLP hidden_layer_size为75, max_iter为30 RFR n_estimators为5, max_depth为5, min_samples_leaf为7 HGB max_iter为20, max_leaf_nodes为20, min_samples_leaf为7