Electrial Load Point-forecast by DeepLearning

classical method

We apply classical method, such as SARIMA, SARIMAX for comparison.

DL method

In this repository, we implement FNN, BiLSTM, Seq2Seq and Transformer for load point forecast.

• FNN
• LSTM
• BiLSTM
• CNN
• Seq2Seq
• Transformer

Hyper-parameters

Results