Major energy and gas holding in Europe

Company

DTEK Group

Industry

Energy Generation

Country of the Company

EU

Type of Service

Consulting

Tasks

  • Develop a predictive model on the wind energy production forecast
  • Analyze historical data for accuracy
  • Implement and test the model

Challenges

Accurately forecast wind energy production based on historical data.

Solutions

  • Developed a predictive model for wind energy production
  • Utilized historical data for training and testing the model
  • Implemented machine learning techniques to enhance forecast accuracy

Outcomes

  • Model Forecast – mean Absolute Percentage Error was <10

Technologies Used

Python (pandas, numpy, scipy, scikit-learn)

PyTorch

LSTM

Company

DTEK

Industry

Energy generation

Country of the Company

EU

Type of Service

Consulting

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