2020 · Machine learning

Forecasting energy consumption

Real-time energy-consumption forecasting for buildings and factories.

This project applied time-series forecasting techniques to real-world loads in building facilities and factories.

The solution compared methods from exponential smoothing to gradient boosting and recurrent neural networks, with attention to edge-device performance.

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