BIM-based retrofit method (RBIM) for building envelope thermal performance optimization

Retrofitting building envelope thermal performance is crucial to ensure adequate interior thermal comfort of the building, minimize cooling load rate and, therefore, reduce overall building energy consumption. The retrofit process of an existing building envelope involves the design team selecting t...

Full description

Saved in:
Bibliographic Details
Main Authors: Seghier, Taki Eddine, Lim, Yaik-Wah, Harun, Muhamad Farhin, Ahmad, Mohd. Hamdan, A. Samah, Azurah, Abdul Majid, Hairudin
Format: Article
Published: Elsevier Ltd 2022
Subjects:
Online Access:http://eprints.utm.my/103630/
http://dx.doi.org/10.1016/j.enbuild.2021.111693
Tags: Add Tag
No Tags, Be the first to tag this record!
id my.utm.103630
record_format eprints
spelling my.utm.1036302023-11-20T03:30:46Z http://eprints.utm.my/103630/ BIM-based retrofit method (RBIM) for building envelope thermal performance optimization Seghier, Taki Eddine Lim, Yaik-Wah Harun, Muhamad Farhin Ahmad, Mohd. Hamdan A. Samah, Azurah Abdul Majid, Hairudin TH Building construction Retrofitting building envelope thermal performance is crucial to ensure adequate interior thermal comfort of the building, minimize cooling load rate and, therefore, reduce overall building energy consumption. The retrofit process of an existing building envelope involves the design team selecting the best performing building materials and components based on various design variables and predefined design objectives. Worldwide, an overall thermal transfer value (OTTV) metric has been developed and used for assessing heat transfer through the building envelope. However, the application of OTTV implicates dealing with many design variables and much information, which makes the design decision-making process time-consuming and complicated. Furthermore, selecting the most appropriate design alternative in terms of OTTV performance while considering the most cost-effective design option could be a very challenging task. Therefore, this research proposes a method for retrofitting building information modelling (RBIM) to achieve a tradeoff design set between two conflicting objectives, namely minimizing OTTV and minimizing the retrofit cost. The prototype system derived from this method integrates BIM authoring tools (e.g., Autodesk Revit®), visual scripting (e.g., Dynamo), and a non-dominated sorting genetic algorithm (NSGA-II) customized in MATLAB®. The applicability of the proposed system is validated with a case study of an office building. The results show that the developed system provides a valuable design decision support system for retrofitting building envelope thermal performance while considering the retrofit cost. Additionally, the system shows an improved level of automation in terms of data management compared to the conventional methods. Elsevier Ltd 2022 Article PeerReviewed Seghier, Taki Eddine and Lim, Yaik-Wah and Harun, Muhamad Farhin and Ahmad, Mohd. Hamdan and A. Samah, Azurah and Abdul Majid, Hairudin (2022) BIM-based retrofit method (RBIM) for building envelope thermal performance optimization. Energy and Buildings, 256 (NA). pp. 1-20. ISSN 0378-7788 http://dx.doi.org/10.1016/j.enbuild.2021.111693 DOI : 10.1016/j.enbuild.2021.111693
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
topic TH Building construction
spellingShingle TH Building construction
Seghier, Taki Eddine
Lim, Yaik-Wah
Harun, Muhamad Farhin
Ahmad, Mohd. Hamdan
A. Samah, Azurah
Abdul Majid, Hairudin
BIM-based retrofit method (RBIM) for building envelope thermal performance optimization
description Retrofitting building envelope thermal performance is crucial to ensure adequate interior thermal comfort of the building, minimize cooling load rate and, therefore, reduce overall building energy consumption. The retrofit process of an existing building envelope involves the design team selecting the best performing building materials and components based on various design variables and predefined design objectives. Worldwide, an overall thermal transfer value (OTTV) metric has been developed and used for assessing heat transfer through the building envelope. However, the application of OTTV implicates dealing with many design variables and much information, which makes the design decision-making process time-consuming and complicated. Furthermore, selecting the most appropriate design alternative in terms of OTTV performance while considering the most cost-effective design option could be a very challenging task. Therefore, this research proposes a method for retrofitting building information modelling (RBIM) to achieve a tradeoff design set between two conflicting objectives, namely minimizing OTTV and minimizing the retrofit cost. The prototype system derived from this method integrates BIM authoring tools (e.g., Autodesk Revit®), visual scripting (e.g., Dynamo), and a non-dominated sorting genetic algorithm (NSGA-II) customized in MATLAB®. The applicability of the proposed system is validated with a case study of an office building. The results show that the developed system provides a valuable design decision support system for retrofitting building envelope thermal performance while considering the retrofit cost. Additionally, the system shows an improved level of automation in terms of data management compared to the conventional methods.
format Article
author Seghier, Taki Eddine
Lim, Yaik-Wah
Harun, Muhamad Farhin
Ahmad, Mohd. Hamdan
A. Samah, Azurah
Abdul Majid, Hairudin
author_facet Seghier, Taki Eddine
Lim, Yaik-Wah
Harun, Muhamad Farhin
Ahmad, Mohd. Hamdan
A. Samah, Azurah
Abdul Majid, Hairudin
author_sort Seghier, Taki Eddine
title BIM-based retrofit method (RBIM) for building envelope thermal performance optimization
title_short BIM-based retrofit method (RBIM) for building envelope thermal performance optimization
title_full BIM-based retrofit method (RBIM) for building envelope thermal performance optimization
title_fullStr BIM-based retrofit method (RBIM) for building envelope thermal performance optimization
title_full_unstemmed BIM-based retrofit method (RBIM) for building envelope thermal performance optimization
title_sort bim-based retrofit method (rbim) for building envelope thermal performance optimization
publisher Elsevier Ltd
publishDate 2022
url http://eprints.utm.my/103630/
http://dx.doi.org/10.1016/j.enbuild.2021.111693
_version_ 1783876392777154560
score 13.160551