CALIBRO: an R Package for the Automatic Calibration of Building Energy Simulation Models

Monari, Filippo; Strachan, Paul

doi:https://doi.org/10.26868/25222708.2017.224

Conference Paper

Proceedings of Building Simulation 2017: 15th Conference of IBPSA

CALIBRO: an R Package for the Automatic Calibration of Building Energy Simulation Models

Filippo Monari, Paul Strachan
University of Strathclyde, Glasgow, UK

DOI: https://doi.org/10.26868/25222708.2017.224
Abstract: Bayesian probability theory offers a powerful framework for the calibration of building energy models (Bayesian calibration). The major issues impeding its routine adoption are its steep learning curve, and the complicated setting up of the required calculation. This paper introduces CALIBRO, an R package which has the objective of facilitating the undertaking of Bayesian calibration of building energy models. An overview of the techniques and procedures involved in CALIBRO is given, as well as demonstrations of its capability and reliability through two examples.
Pages: 848 - 857
Paper:

BS2017_224

Proceedings of Building Simulation 2017: 15th Conference of IBPSA

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CALIBRO: an R Package for the Automatic Calibration of Building Energy Simulation Models