Table 3 Predictive performance metrics of the model.

From: Photovoltaic power interval prediction with conditional error dependency using Bayesian optimized deep learning

Model

RMSE (MW)

MAE (MW)

CNN-BiLSTM-attention

6.132

2.163

BO-BiLSTM

5.456

2.020

BO-FCN-BiLSTM

4.417

1.868

BO-CNN-BiLSTM

4.030

1.787

BO-CNN-LSTM-attention

3.641

1.706

BO-CNN-BiLSTM-attention

3.444

1.668

Back to article page