Weather-Enhanced Price Forecasting

7-Day Electricity Price Predictions with AI

Automated Forecasts | Updated daily with latest weather data and market conditions | Loading update time...

7-Day Price Forecast

AI-powered electricity price predictions combining historical patterns with real-time weather data

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About This Forecast

🤖 AI Model

XGBoost regression optimized with Optuna hyperparameter tuning for maximum accuracy

🌤️ Weather Integration

Real-time weather data including temperature, wind, cloud cover, and sunshine duration

📊 Data Sources

Historical price patterns, seasonal trends, and meteorological forecasts

⚡ Real-time Updates

Automated daily updates via GitHub Actions with continuous model improvements

📊 Model Performance

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R² Score
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MAE
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RMSE
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Features