Load-Forecasting-with-DeepNN

Implementation of two different models (TF2/Keras) from literature and a custom model for day-ahead load forecasting (short term load forecasting) on two different datasets.

These two models from literature are this which they call 'DeepEnergy' and this.

USAGE

From linux terminal:

• Clone the repo

  git clone https://github.com/oguzhannfsgl/Load-Forecasting-with-DeepNN

• Get into the source file

  cd Load-Forecasting-with-DeepNN/src

• Install neccessary libraries

  pip3 install -r requirements.txt

• Train a model with a dataset

  python3 main.py --data_from SPAIN --model_name seqmlp --epochs 30