Advances, Systems and Applications
Table 1 Comparison of all statistical indicators for all models throughout the year
From: Short-term forecasting of surface solar incident radiation on edge intelligence based on AttUNet
Metric | ConvLSTM | PhyDNet | Traj-GRU | E3D-LSTM | PredRNN | PredRNN++ | EDA-AttUNet |
|---|---|---|---|---|---|---|---|
MAE | 114.74 | 103.19 | 94.57 | 97.49 | 96.25 | 92.65 | 89.56 |
RMSE | 167.82 | 148.26 | 157.63 | 150.22 | 141.34 | 138.77 | 134.2 |
nRMSE | 35.52 | 31.48 | 33.81 | 31.97 | 30.88 | 30.04 | 29.47 |
SSIM | 0.73 | 0.82 | 0.78 | 0.80 | 0.83 | 0.84 | 0.86 |