Harnessing AI for Smarter Solar Energy Management

SolarTFT is a powerful AI-driven forecasting tool designed specifically for solar power predictions, leveraging advanced transformer models for accurate short and long-term forecasts.

⚡ Accurate Predictions

Provides high-precision solar energy forecasts from 1 to 24 hours ahead.

📈 Interpretability

Understands and explains key factors affecting solar power generation.

🌞 Renewable Energy Support

Optimizes solar energy integration into power grids for sustainability.

🚀 Easy to Use

Upload your data and get predictions effortlessly.

🔮 Probabilistic Forecasting

Capable of forecasting up to 7 quantiles with various prediction horizons, providing comprehensive insights into potential outcomes.

🚀 Zero-shot Forecasting

The model requires no training, allowing for immediate deployment and quick insights from any solar power data.

Please ensure your CSV file contains 'Active_Power' and 'timestamp' columns.