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Energy Consumption Forecasting
Our client is a leading automotive manufacturer in Turkey
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
K
Energy Cost Saving per Month
99
%
Energy Forecast Accuracy