Impact of interactions between buildings and their outdoor conditions on the calibration of an urban building energy model

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Abstract

Urban building energy modelling aims at studying different approaches to estimate the energy consumed by buildings. However, most urban building energy models introduced in the literature ignore the impact that buildings have on their outdoor conditions, and inversely. Therefore, the paper determines whether interactions between buildings and outdoor conditions affects simulations performed using an urban building energy model, in particular during their calibration. Results suggest that interactions between buildings and their outdoor conditions affect the sensitivity of outcomes provided by an urban building energy model towards uncertain parameters and the probability to calibrate the model in accordance to some standards.
Original languageEnglish
Title of host publicationProceedings of eSim 2024
Subtitle of host publication13th Conference of IBPSA-Canada
Place of PublicationEdmonton, Alberta
PublisherIBPSA
Number of pages8
Volume13
Publication statusPublished - 2024
EventeSim 2024: 13th Conference of IBPSA-Canada - University of Alberta, Edmonton, Canada
Duration: 5 Jun 20247 Jun 2024
https://idobe.engineering.ualberta.ca/esim-2024

Conference

ConferenceeSim 2024: 13th Conference of IBPSA-Canada
Country/TerritoryCanada
CityEdmonton
Period5/06/247/06/24
Internet address

Keywords

  • urban building energy modelling
  • machine learning
  • model calibration
  • statistical analysis

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