Energy Consumption and Energy Grade Prediction


This web API predicts building energy consumption based on key Architectural Parameters.

Model Performance:

Click the link below to view model performance charts. These charts compare predictions against actual values for a hidden test set of 2000 data points, illustrating the accuracy of each model.

Click Here to Check the Model Evaluation

How to use API:

Enter the following data to generate a forecast:

  1. Building Orientation (from the drop-down list)
  2. Window Wall Ratio
  3. Wall R-Value
  4. Glazing U-Factor
  5. Slat Width

Click "Predict Energy Consumption" to call the API. The trained models will run automatically and display the result within a few seconds.



Enter Data to Predict Energy Consumption