Palmetto’s Energy Intelligence team are experts in building science and geospatial data. Our software uses cutting-edge data enrichment, machine learning, and physics-based simulations to estimate the energy usage of any home in the U.S.—from single-family houses to apartments and mobile homes. By creating a digital twin of each home, our model predicts energy consumption down to the hourly level, considering heating, cooling, and base equipment loads, while also evaluating upgrade scenarios for improved efficiency and electrification. Each home is modeled as an ensemble of synthetic variations, capturing uncertainty and regional variability.
Our system intelligently infers 60+ building characteristics that matter for energy consumption. Overrides may be provided for any value. When actual energy usage data is available, the model calibrates for even greater accuracy.