Table 5 Comparison of the prediction efficiency of the models
From: A machine learning model for hub-height short-term wind speed prediction
Models | Gflops | Forecast time [ms] |
---|---|---|
ConvLSTM | 111 | 28 |
PhyDNet | 47 | 153 |
E3DLSTM | 123 | 195 |
SimVP | 81 | 25 |
STDGN | 58 | 56 |
WPN | 63 | 13 |
MFWPN | 124 | 18 |