Summary of the four predictive model for RF
| Multi-step-ahead predictive model . | Approach . |
|---|---|
| NARX1 | Recursive (closed loop) approach; refer to Equation (3) |
| NARX2 | Direct auto-regressive approach; refer to Equation (5) |
| LSTM1 | Univariate autoregressive approach; refer to Equation (6) |
| LSTM2 | Sequence-to-sequence multivariate approach; refer to Figure 5 |
| Multi-step-ahead predictive model . | Approach . |
|---|---|
| NARX1 | Recursive (closed loop) approach; refer to Equation (3) |
| NARX2 | Direct auto-regressive approach; refer to Equation (5) |
| LSTM1 | Univariate autoregressive approach; refer to Equation (6) |
| LSTM2 | Sequence-to-sequence multivariate approach; refer to Figure 5 |