Agent-based modelling and energy performance assessment: a co-simulation case study

Christiane Berger; Florian Regnath; Ardeshir Mahdavi

doi:10.1051/e3sconf/202236207001

Agent-based modelling and energy performance assessment: a co-simulation case study

Christiane Berger, Florian Regnath, Ardeshir Mahdavi

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

1 Citation (Scopus)

44 Downloads (Pure)

Abstract

A number of recent research efforts focus on the inclusion of more detailed models of occupants in building performance computing. Thereby, agent-based modelling (ABM) has the theoretical potential to capture the dynamic and complex patterns of occupants’ presence and behaviour in buildings. This paper starts with a brief reference to recent reviews of the state of the art concerning the deployment of ABM in building energy simulation. Subsequently, an illustrative case study is used to explore the potential and current challenges of ABM in building performance simulation. The case study involves the coupling of ABM with a building simulation model to evaluate the influence of occupants’ energy consciousness and thermal comfort preferences on buildings’ energy performance.

Original language	English
Title of host publication	BuildSim Nordic 2022 - Conference Proceedings
Number of pages	7
Publisher	EDP Sciences
Publication date	1 Dec 2022
Article number	07001
DOIs	https://doi.org/10.1051/e3sconf/202236207001
Publication status	Published - 1 Dec 2022
Event	BuildSim Nordic Conference 2022 : E3S Web of Conferences 2022 - Copenhagen, Denmark Duration: 22 Aug 2022 → 23 Aug 2022 https://buildsimnordic2022.ibpsa-nordic.org/

Conference

Conference	BuildSim Nordic Conference 2022
Country/Territory	Denmark
City	Copenhagen
Period	22/08/2022 → 23/08/2022
Internet address	https://buildsimnordic2022.ibpsa-nordic.org/

Series	E3S Web of Conferences
Volume	362
ISSN	2267-1242

Keywords

Agent-based modeling
Energy Performance
Occupant behavior

Access to Document

10.1051/e3sconf/202236207001Licence: CC BY 4.0

Open Access articleFinal published version, 743 KBLicence: CC BY 4.0

AUB Link

Search for the material in Aalborg University Library's search engine

International Energy Agency EBC - Annex 79 project - Occupant-Centric Building Design and Operation [2018-2023]
Hellwig, R. T., Berger, C. & Zgank, M.
01/12/2019 → 31/12/2023
Project: Research

Cite this

@inproceedings{785a64b06ad14cddbe455ae32f8f9d5f,

title = "Agent-based modelling and energy performance assessment: a co-simulation case study",

abstract = "A number of recent research efforts focus on the inclusion of more detailed models of occupants in building performance computing. Thereby, agent-based modelling (ABM) has the theoretical potential to capture the dynamic and complex patterns of occupants{\textquoteright} presence and behaviour in buildings. This paper starts with a brief reference to recent reviews of the state of the art concerning the deployment of ABM in building energy simulation. Subsequently, an illustrative case study is used to explore the potential and current challenges of ABM in building performance simulation. The case study involves the coupling of ABM with a building simulation model to evaluate the influence of occupants{\textquoteright} energy consciousness and thermal comfort preferences on buildings{\textquoteright} energy performance.",

keywords = "Agent-based modeling, Energy Performance, Occupant behavior",

author = "Christiane Berger and Florian Regnath and Ardeshir Mahdavi",

year = "2022",

month = dec,

day = "1",

doi = "10.1051/e3sconf/202236207001",

language = "English",

series = "E3S Web of Conferences",

publisher = "EDP Sciences",

booktitle = "BuildSim Nordic 2022 - Conference Proceedings",

address = "France",

note = "BuildSim Nordic Conference 2022 : E3S Web of Conferences 2022 ; Conference date: 22-08-2022 Through 23-08-2022",

url = "https://buildsimnordic2022.ibpsa-nordic.org/",

}

Agent-based modelling and energy performance assessment: a co-simulation case study. / Berger, Christiane; Regnath, Florian; Mahdavi, Ardeshir.
BuildSim Nordic 2022 - Conference Proceedings. EDP Sciences, 2022. 07001 (E3S Web of Conferences, Vol. 362).

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

TY - GEN

T1 - Agent-based modelling and energy performance assessment: a co-simulation case study

AU - Berger, Christiane

AU - Regnath, Florian

AU - Mahdavi, Ardeshir

PY - 2022/12/1

Y1 - 2022/12/1

N2 - A number of recent research efforts focus on the inclusion of more detailed models of occupants in building performance computing. Thereby, agent-based modelling (ABM) has the theoretical potential to capture the dynamic and complex patterns of occupants’ presence and behaviour in buildings. This paper starts with a brief reference to recent reviews of the state of the art concerning the deployment of ABM in building energy simulation. Subsequently, an illustrative case study is used to explore the potential and current challenges of ABM in building performance simulation. The case study involves the coupling of ABM with a building simulation model to evaluate the influence of occupants’ energy consciousness and thermal comfort preferences on buildings’ energy performance.

AB - A number of recent research efforts focus on the inclusion of more detailed models of occupants in building performance computing. Thereby, agent-based modelling (ABM) has the theoretical potential to capture the dynamic and complex patterns of occupants’ presence and behaviour in buildings. This paper starts with a brief reference to recent reviews of the state of the art concerning the deployment of ABM in building energy simulation. Subsequently, an illustrative case study is used to explore the potential and current challenges of ABM in building performance simulation. The case study involves the coupling of ABM with a building simulation model to evaluate the influence of occupants’ energy consciousness and thermal comfort preferences on buildings’ energy performance.

KW - Agent-based modeling

KW - Energy Performance

KW - Occupant behavior

U2 - 10.1051/e3sconf/202236207001

DO - 10.1051/e3sconf/202236207001

M3 - Article in proceeding

T3 - E3S Web of Conferences

BT - BuildSim Nordic 2022 - Conference Proceedings

PB - EDP Sciences

T2 - BuildSim Nordic Conference 2022

Y2 - 22 August 2022 through 23 August 2022

ER -

Agent-based modelling and energy performance assessment: a co-simulation case study

Abstract

Conference

Keywords

Access to Document

AUB Link

Fingerprint

Projects

International Energy Agency EBC - Annex 79 project - Occupant-Centric Building Design and Operation [2018-2023]

Cite this