Building information modeling (BIM), System dynamics (SD), and Agent-based modeling (ABM): Towards an integrated approach

Several frameworks are introduced to address occupancy-based building performance. However, the performance predictions obtained using these frameworks deviate from real performance. So, this study’s aim is to represent a new framework for the automatic assessment of occupants’ comfort and building...

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Autores principales:	M.N. Uddin, Q. Wang, Hsi Hsien Wei, Hung Lin Chi, Meng Ni
Formato:	article
Lenguaje:	EN
Publicado:	Elsevier 2021
Materias:	Office Building BPS BIM SD ABM & Occupant Comfort Engineering (General). Civil engineering (General) TA1-2040
Acceso en línea:	https://doaj.org/article/00572bebe5194a98948bec288333cdbd
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id	oai:doaj.org-article:00572bebe5194a98948bec288333cdbd
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spelling	oai:doaj.org-article:00572bebe5194a98948bec288333cdbd2021-11-22T04:22:14ZBuilding information modeling (BIM), System dynamics (SD), and Agent-based modeling (ABM): Towards an integrated approach2090-447910.1016/j.asej.2021.04.015https://doaj.org/article/00572bebe5194a98948bec288333cdbd2021-12-01T00:00:00Zhttp://www.sciencedirect.com/science/article/pii/S2090447921001969https://doaj.org/toc/2090-4479Several frameworks are introduced to address occupancy-based building performance. However, the performance predictions obtained using these frameworks deviate from real performance. So, this study’s aim is to represent a new framework for the automatic assessment of occupants’ comfort and building indoor performance using BIM and the SD-ABM platform. Initially, an office space in Hong Kong, consisting of 10 occupants, was considered for the BIM model construction. The occupancy, indoor data and required equations are defined using the SD-ABM model. Essential data from the BIM model can be transferred using the Dynamo-Excel platform. Furthermore, a validation study was conducted using a paper-based survey from the occupants and sensor data for environmental data monitoring while error metrics were also calculated. The framework actively predicts occupant presence, comfort level, temperatures, and CO2 concentration in the office space. However, a comprehensive usability and feasibility study is required to assess the efficiency of the framework.M.N. UddinQ. WangHsi Hsien WeiHung Lin ChiMeng NiElsevierarticleOffice BuildingBPSBIMSDABM & Occupant ComfortEngineering (General). Civil engineering (General)TA1-2040ENAin Shams Engineering Journal, Vol 12, Iss 4, Pp 4261-4274 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Office Building BPS BIM SD ABM & Occupant Comfort Engineering (General). Civil engineering (General) TA1-2040
spellingShingle	Office Building BPS BIM SD ABM & Occupant Comfort Engineering (General). Civil engineering (General) TA1-2040 M.N. Uddin Q. Wang Hsi Hsien Wei Hung Lin Chi Meng Ni Building information modeling (BIM), System dynamics (SD), and Agent-based modeling (ABM): Towards an integrated approach
description	Several frameworks are introduced to address occupancy-based building performance. However, the performance predictions obtained using these frameworks deviate from real performance. So, this study’s aim is to represent a new framework for the automatic assessment of occupants’ comfort and building indoor performance using BIM and the SD-ABM platform. Initially, an office space in Hong Kong, consisting of 10 occupants, was considered for the BIM model construction. The occupancy, indoor data and required equations are defined using the SD-ABM model. Essential data from the BIM model can be transferred using the Dynamo-Excel platform. Furthermore, a validation study was conducted using a paper-based survey from the occupants and sensor data for environmental data monitoring while error metrics were also calculated. The framework actively predicts occupant presence, comfort level, temperatures, and CO2 concentration in the office space. However, a comprehensive usability and feasibility study is required to assess the efficiency of the framework.
format	article
author	M.N. Uddin Q. Wang Hsi Hsien Wei Hung Lin Chi Meng Ni
author_facet	M.N. Uddin Q. Wang Hsi Hsien Wei Hung Lin Chi Meng Ni
author_sort	M.N. Uddin
title	Building information modeling (BIM), System dynamics (SD), and Agent-based modeling (ABM): Towards an integrated approach
title_short	Building information modeling (BIM), System dynamics (SD), and Agent-based modeling (ABM): Towards an integrated approach
title_full	Building information modeling (BIM), System dynamics (SD), and Agent-based modeling (ABM): Towards an integrated approach
title_fullStr	Building information modeling (BIM), System dynamics (SD), and Agent-based modeling (ABM): Towards an integrated approach
title_full_unstemmed	Building information modeling (BIM), System dynamics (SD), and Agent-based modeling (ABM): Towards an integrated approach
title_sort	building information modeling (bim), system dynamics (sd), and agent-based modeling (abm): towards an integrated approach
publisher	Elsevier
publishDate	2021
url	https://doaj.org/article/00572bebe5194a98948bec288333cdbd
work_keys_str_mv	AT mnuddin buildinginformationmodelingbimsystemdynamicssdandagentbasedmodelingabmtowardsanintegratedapproach AT qwang buildinginformationmodelingbimsystemdynamicssdandagentbasedmodelingabmtowardsanintegratedapproach AT hsihsienwei buildinginformationmodelingbimsystemdynamicssdandagentbasedmodelingabmtowardsanintegratedapproach AT hunglinchi buildinginformationmodelingbimsystemdynamicssdandagentbasedmodelingabmtowardsanintegratedapproach AT mengni buildinginformationmodelingbimsystemdynamicssdandagentbasedmodelingabmtowardsanintegratedapproach
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Building information modeling (BIM), System dynamics (SD), and Agent-based modeling (ABM): Towards an integrated approach

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