Power consumption 📅🔌

Project in collaboration with SPIE 🇫🇷🔌.

Objective

1. Predict the electrical consumption of a house according to its characteristics.
2. Optimize the scheduling of electrical activities of the house to reduce its electrical consumption.

Results

Optimization App

Prediction App

Requirements

pip install -r requirements.txt

📁 data/conso_reseau_distriBT/ :

data folder (> 1.0 GB) required to run the prediction app.

Execution

1. Make sure you have installed the above prerequisites
2. Download or clone this repository to your computer
3. Open a terminal and go to the application directory
4. Run the commands :
   • streamlit run app_optimization.py for optimization
   • streamlit run app_prediction.py for prediction

You should now see the application running 🚀 !

Authors

• Mlamali SAID SALIMO
• Maxime GARDERE
• Maël TREVIN
• Lionel OBAME NGOUA