Table 7 Forecasting performance comparison under sandstorm.
From: The development of CC-TF-BiGRU model for enhancing accuracy in photovoltaic power forecasting
Forecasting model | #1 | #2 | #3 | #4 | #5 |
|---|---|---|---|---|---|
RMSE | 2.8521 | 2.7224 | 2.0073 | 1.2332 | 1.6967 |
MAE | 4.5939 | 3.9781 | 2.9896 | 1.9471 | 2.3289 |
R2 | 0.7023 | 0.7721 | 0.8721 | 0.9197 | 0.9175 |
Forecasting model | #6 | #7 | #8 | #9 | #10 |
RMSE | 2.3545 | 2.4878 | 2.0264 | 1.703 | 0.9609 |
MAE | 3.6217 | 3.4475 | 2.9953 | 2.3411 | 1.5094 |
R2 | 0.8277 | 0.8438 | 0.8716 | 0.9165 | 0.9493 |