Automated model generation and parameter estimation of building energy models using an ontology-based framework

Bjørnskov, Jakob; Jradi, Muhyiddine; Wetter, Michael

doi:10.1016/j.enbuild.2024.115228

Title: Automated model generation and parameter estimation of building energy models using an ontology-based framework

Journal Article · 01 February 2025 · Energy and Buildings

DOI: https://doi.org/10.1016/j.enbuild.2024.115228 · OSTI ID:2497362

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Sponsoring Organization:: USDOE Office of Energy Efficiency and Renewable Energy (EERE), Energy Efficiency Office. Building Technologies Office; USDOE Office of Energy Efficiency and Renewable Energy (EERE)

Grant/Contract Number:: AC02-05CH11231

OSTI ID:: 2497362

Journal Information:: Energy and Buildings, Journal Name: Energy and Buildings Journal Issue: C Vol. 329; ISSN 0378-7788

Publisher:: ElsevierCopyright Statement

Country of Publication:: Netherlands

Language:: English

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Towards a semantic Construction Digital Twin: Directions for future research Boje, Calin; Guerriero, Annie; Kubicki, Sylvain Automation in Construction, Vol. 114 https://doi.org/10.1016/j.autcon.2020.103179	journal	June 2020
An ontology to support flow system descriptions from design to operation of buildings Kukkonen, Ville; Kücükavci, Ali; Seidenschnur, Mikki Automation in Construction, Vol. 134 https://doi.org/10.1016/j.autcon.2021.104067	journal	February 2022
Continuous-time Bayesian calibration of energy models using BIM and energy data Chong, Adrian; Xu, Weili; Chao, Song Energy and Buildings, Vol. 194 https://doi.org/10.1016/j.enbuild.2019.04.017	journal	July 2019
Calibrating building energy simulation models: A review of the basics to guide future work Chong, Adrian; Gu, Yaonan; Jia, Hongyuan Energy and Buildings, Vol. 253 https://doi.org/10.1016/j.enbuild.2021.111533	journal	December 2021
An ontology-based innovative energy modeling framework for scalable and adaptable building digital twins Bjørnskov, Jakob; Jradi, Muhyiddine Energy and Buildings, Vol. 292 https://doi.org/10.1016/j.enbuild.2023.113146	journal	August 2023
An ontology-based framework for automatic building energy modeling with thermal zoning Wu, Zhaoji; Cheng, Jack C. P.; Wang, Zhe Energy and Buildings, Vol. 296 https://doi.org/10.1016/j.enbuild.2023.113267	journal	October 2023
`emcee` : The MCMC Hammer Foreman-Mackey, Daniel; Hogg, David W.; Lang, Dustin Publications of the Astronomical Society of the Pacific, Vol. 125, Issue 925 https://doi.org/10.1086/670067	journal	March 2013
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