A Large-Scale Study on Predicting and Contextualizing Building Energy Usage

@inproceedings{Kolter2011ALS,
  title={A Large-Scale Study on Predicting and Contextualizing Building Energy Usage},
  author={J. Zico Kolter and Joseph Ferreira},
  booktitle={AAAI},
  year={2011}
}
In this paper we present a data-driven approach to modeling end user energy consumption in residential and commercial buildings. Our model is based upon a data set of monthly electricity and gas bills, collected by a utility over the course of several years, for approximately 6,500 buildings in Cambridge, MA. In addition, we use publicly available tax assessor records and geographical survey information to determine corresponding features for the buildings. Using both parametric and non… CONTINUE READING
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