可持续建筑施工管理的 BIM 集成多目标优化模型

H. N., S. P. S. Padala
{"title":"可持续建筑施工管理的 BIM 集成多目标优化模型","authors":"H. N., S. P. S. Padala","doi":"10.1108/ci-09-2023-0223","DOIUrl":null,"url":null,"abstract":"\nPurpose\nThe construction industry is tasked with creating sustainable, efficient and cost-effective buildings. This study aims to develop a building information modeling (BIM)-based multiobjective optimization (MOO) model integrating the nondominated sorting genetic algorithm III (NSGA-III) to enhance sustainability. The goal is to reduce embodied energy and cost in the design process.\n\n\nDesign/methodology/approach\nThrough a case study research method, this study uses BIM, NSGA-III and real-world data in five phases: literature review, identification of factors, BIM model development, MOO model creation and validation in the architecture, engineering and construction sectors.\n\n\nFindings\nThe innovative BIM-based MOO model optimizes embodied energy and cost to achieve sustainable construction. A commercial building case study validation showed a reduction of 30% in embodied energy and 21% in cost. This study validates the model’s effectiveness in integrating sustainability goals, enhancing decision-making, collaboration, efficiency and providing superior assessment.\n\n\nPractical implications\nThis model delivers a unified approach to sustainable design, cutting carbon footprint and strengthening the industry’s ability to attain sustainable solutions. It holds potential for broader application and future integration of social and economic factors.\n\n\nOriginality/value\nThe research presents a novel BIM-based MOO model, uniquely focusing on sustainable construction with embodied energy and cost considerations. This holistic and innovative framework extends existing methodologies applicable to various buildings and paves the way for additional research in this area.\n","PeriodicalId":504034,"journal":{"name":"Construction Innovation","volume":"60 11","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A BIM-integrated multi objective optimization model for sustainable building construction management\",\"authors\":\"H. N., S. P. S. Padala\",\"doi\":\"10.1108/ci-09-2023-0223\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"\\nPurpose\\nThe construction industry is tasked with creating sustainable, efficient and cost-effective buildings. This study aims to develop a building information modeling (BIM)-based multiobjective optimization (MOO) model integrating the nondominated sorting genetic algorithm III (NSGA-III) to enhance sustainability. The goal is to reduce embodied energy and cost in the design process.\\n\\n\\nDesign/methodology/approach\\nThrough a case study research method, this study uses BIM, NSGA-III and real-world data in five phases: literature review, identification of factors, BIM model development, MOO model creation and validation in the architecture, engineering and construction sectors.\\n\\n\\nFindings\\nThe innovative BIM-based MOO model optimizes embodied energy and cost to achieve sustainable construction. A commercial building case study validation showed a reduction of 30% in embodied energy and 21% in cost. This study validates the model’s effectiveness in integrating sustainability goals, enhancing decision-making, collaboration, efficiency and providing superior assessment.\\n\\n\\nPractical implications\\nThis model delivers a unified approach to sustainable design, cutting carbon footprint and strengthening the industry’s ability to attain sustainable solutions. It holds potential for broader application and future integration of social and economic factors.\\n\\n\\nOriginality/value\\nThe research presents a novel BIM-based MOO model, uniquely focusing on sustainable construction with embodied energy and cost considerations. This holistic and innovative framework extends existing methodologies applicable to various buildings and paves the way for additional research in this area.\\n\",\"PeriodicalId\":504034,\"journal\":{\"name\":\"Construction Innovation\",\"volume\":\"60 11\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-03-04\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Construction Innovation\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1108/ci-09-2023-0223\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Construction Innovation","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1108/ci-09-2023-0223","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

目的 建筑行业的任务是建造可持续、高效和经济的建筑。本研究旨在开发一种基于建筑信息建模(BIM)的多目标优化(MOO)模型,该模型集成了非支配排序遗传算法 III(NSGA-III),以提高可持续性。设计/方法/途径通过案例研究法,本研究在五个阶段使用了 BIM、NSGA-III 和真实世界数据:文献综述、因素识别、BIM 模型开发、MOO 模型创建以及建筑、工程和施工领域的验证。研究结果基于 BIM 的创新 MOO 模型优化了体现能源和成本,实现了可持续建筑。商业建筑案例研究验证表明,体现能耗降低了 30%,成本降低了 21%。这项研究验证了该模型在整合可持续发展目标、加强决策、协作、效率和提供卓越评估方面的有效性。 实际意义 该模型提供了一种统一的可持续设计方法,可减少碳足迹,并增强行业实现可持续解决方案的能力。该研究提出了一种基于 BIM 的新型 MOO 模型,其独特之处在于将可持续建筑与体现能源和成本因素相结合。这一整体性创新框架扩展了适用于各种建筑的现有方法,为该领域的其他研究铺平了道路。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A BIM-integrated multi objective optimization model for sustainable building construction management
Purpose The construction industry is tasked with creating sustainable, efficient and cost-effective buildings. This study aims to develop a building information modeling (BIM)-based multiobjective optimization (MOO) model integrating the nondominated sorting genetic algorithm III (NSGA-III) to enhance sustainability. The goal is to reduce embodied energy and cost in the design process. Design/methodology/approach Through a case study research method, this study uses BIM, NSGA-III and real-world data in five phases: literature review, identification of factors, BIM model development, MOO model creation and validation in the architecture, engineering and construction sectors. Findings The innovative BIM-based MOO model optimizes embodied energy and cost to achieve sustainable construction. A commercial building case study validation showed a reduction of 30% in embodied energy and 21% in cost. This study validates the model’s effectiveness in integrating sustainability goals, enhancing decision-making, collaboration, efficiency and providing superior assessment. Practical implications This model delivers a unified approach to sustainable design, cutting carbon footprint and strengthening the industry’s ability to attain sustainable solutions. It holds potential for broader application and future integration of social and economic factors. Originality/value The research presents a novel BIM-based MOO model, uniquely focusing on sustainable construction with embodied energy and cost considerations. This holistic and innovative framework extends existing methodologies applicable to various buildings and paves the way for additional research in this area.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
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