Development and application of a digital twin model for Net zero energy building operation and maintenance utilizing BIM-IoT integration

IF 6.6 2区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY
Zhansheng Liu, Mingming Li, Weiyu Ji
{"title":"Development and application of a digital twin model for Net zero energy building operation and maintenance utilizing BIM-IoT integration","authors":"Zhansheng Liu, Mingming Li, Weiyu Ji","doi":"10.1016/j.enbuild.2024.115170","DOIUrl":null,"url":null,"abstract":"Net Zero Energy Buildings (NZEB) represent a significant opportunity to reduce building energy consumption and achieve the climate and energy goals that will be necessary in the future. Nevertheless, the effective operation and maintenance (O&M) management of NZEB remains a significant challenge. This is largely due to the inadequate management of the O&M phase and the lack of comprehensive data integration and application. Accordingly, this study proposes an O&M digital twin modeling approach for integrating data in the O&M phase of NZEB and realizing efficient management. The twin modeling process comprises data collection, model construction, simulation analysis, and validation iteration. Empirical evidence demonstrates that the proposed twin model markedly enhances the utilization efficiency of O&M data, facilitating the perception, visualization, and automated feedback control of NZEB. The proposed digital twin modeling method offers technical guidance for O&M managers seeking to achieve efficient O&M management of NZEB.","PeriodicalId":11641,"journal":{"name":"Energy and Buildings","volume":"14 1","pages":""},"PeriodicalIF":6.6000,"publicationDate":"2024-12-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Energy and Buildings","FirstCategoryId":"5","ListUrlMain":"https://doi.org/10.1016/j.enbuild.2024.115170","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CONSTRUCTION & BUILDING TECHNOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Net Zero Energy Buildings (NZEB) represent a significant opportunity to reduce building energy consumption and achieve the climate and energy goals that will be necessary in the future. Nevertheless, the effective operation and maintenance (O&M) management of NZEB remains a significant challenge. This is largely due to the inadequate management of the O&M phase and the lack of comprehensive data integration and application. Accordingly, this study proposes an O&M digital twin modeling approach for integrating data in the O&M phase of NZEB and realizing efficient management. The twin modeling process comprises data collection, model construction, simulation analysis, and validation iteration. Empirical evidence demonstrates that the proposed twin model markedly enhances the utilization efficiency of O&M data, facilitating the perception, visualization, and automated feedback control of NZEB. The proposed digital twin modeling method offers technical guidance for O&M managers seeking to achieve efficient O&M management of NZEB.
净零能耗建筑(NZEB)是减少建筑能耗、实现未来气候和能源目标的重要机遇。然而,对 NZEB 进行有效的运营和维护(O&M)管理仍然是一项重大挑战。这主要是由于对运行和维护阶段的管理不足,以及缺乏全面的数据整合和应用。因此,本研究提出了一种 O&M 数字孪生建模方法,用于整合 NZEB O&M 阶段的数据并实现高效管理。孪生建模过程包括数据收集、模型构建、模拟分析和验证迭代。实证证明,所提出的孪生模型显著提高了运行和监测数据的利用效率,促进了对新西兰国家地震工程的感知、可视化和自动反馈控制。所提出的数字孪生建模方法为运行与监测管理者提供了技术指导,帮助他们实现对新西兰国家地震局的高效运行与监测管理。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Energy and Buildings
Energy and Buildings 工程技术-工程:土木
CiteScore
12.70
自引率
11.90%
发文量
863
审稿时长
38 days
期刊介绍: An international journal devoted to investigations of energy use and efficiency in buildings Energy and Buildings is an international journal publishing articles with explicit links to energy use in buildings. The aim is to present new research results, and new proven practice aimed at reducing the energy needs of a building and improving indoor environment quality.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信