Estimation of Building Energy Demand Characteristics using Bayesian Statistics and Energy Signature Models

Justinas Smertinas, Nicolaj Hans Nielsen, Matthias Y. C. Van Hove +2

This work presents a scalable Bayesian modeling framework for evaluating building energy performance using smart-meter data from 2,788 Danish single-family homes. The framework lev…