Energy Consumption Forecasting
Problem
- The company wants to predict the daily electricity consumption to prevent over/under usage charges imposed by the utility companies
Action
- Developed time-series and machine learning models to forecast electricity consumption and to minimize over/under usage charges
- Designed models considering weather conditions, seasonal effects and production plans
Tool Stack
- Python, Azure Data Factory, Azure ML Service, Power BI
7
%Less Carbon Emission
$
100
KEnergy Cost Saving per Month
99
%Energy Forecast Accuracy