基于重组二次分解及LSTNet-Atten的短期负荷预测
刘洪伟,王磊,刘阳,张鹏超,乔石

Short term load forecasting based on recombination quadratic decomposition and LSTNet-Atten
Hongwei LIU,Lei WANG,Yang LIU,Pengchao ZHANG,Shi QIAO
表 11 消融研究的误差对比
Tab.11 Error comparison of ablation study
预测模型R2MAPE/%MAE/MWRMSE/MW
Origin0.994 10.935 2288.261 4344.441 6
De-CNN0.991 71.063 3312.362 2395.231 4
De-Skip0.990 11.194 4371.136 5445.511 2
De-Attn0.990 41.165 8351.236 4433.875 2
De-AR0.984 51.360 1426.362 3553.012 2