基于门控循环单元与误差修正的短期负荷预测

黄炜,陈田,吴入军

Short term load forecasting based on gated recurrent unit and error correction

Wei HUANG,Tian CHEN,Ru-jun WU

表 2 5种模型的预测结果误差对比

Tab.2 Error comparison of prediction results for five models

模型 ${ {E} }_{ {{\rm{MAPE}}} }$ ${ {E} }_{ {{\rm{Max}}} }$ ${ {E} }_{ {{\rm{RMSE}}} }$/MW 本文 0.011 4 0.014 9 137.69 SBiGRU- SBiGRU 0.015 5 0.026 2 178.79 SBiGRU 0.017 9 0.030 2 201.55 BiRNN 0.021 0 0.032 1 262.69 SVR 0.031 0 0.051 1 358.83