Forecasting Residential Heating and Electricity Demand with Scalable, High-Resolution, Open-Source Models

Stephen J. Lee, Cailinn Drouin

We present a novel framework for high-resolution forecasting of residential heating demand and non-heating electricity demand using probabilistic deep learning models. Because our…