考虑发电工况和站内损耗的风电场可用发电功率估算方法

杨健, 柳玉, 黄坤鹏, 罗亚洲, 牛四清, 王伟, 环加飞, 张雷, 张沛, 李华伟

A Method for Estimating Available Power of Wind Farms by Considering the Power Generation Conditions and Station Losses

Jian YANG, Yu LIU, Kunpeng HUANG, Yazhou LUO, Siqing NIU, Wei WANG, Jiafei HUAN, Lei ZHANG, Pei ZHANG, Huawei LI

表 3 风电机组理论发电功率估算模型的测试集误差

Tab. 3 Errors in the test set of the theoretical power generation estimation model for wind turbines

模型 均方根误差/% 平均绝对误差/% BP model-1 6.127 5.378 LSTM model-1 5.825 4.304 LSTM model-5 3.071 2.150