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⚡ Electricity Usage PredictorRandom Forest ML

Quick estimator using a simple formula. The trained forecasting pipeline and its evaluation are in the VoltCast repository.

Feature Engineering Parameters

Adjust household factors to simulate Random Forest Regression forecasting:

Household Occupants:3 People
Air Conditioner (AC) Units:2 Units
Average Ambient Temperature:34 °C

ML Prediction Output

Forecasted Daily Consumption

40.6 kWh/day

MONTHLY UNITS

1218 kWh

ESTIMATED BILL

$195

💡 Energy Optimization Insights:

Energy consumption is within optimal limits for your household size.

Trained on Scikit-Learn Random Forest Regressor