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Whole-Process Project Cost Management Based on Building Information Modeling (BIM)
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作者 Liping Yan 《Journal of Architectural Research and Development》 2024年第4期57-62,共6页
The whole-process project cost management based on building information modeling(BIM)is a new management method,aiming to realize the comprehensive optimization and improvement of project cost management through the a... The whole-process project cost management based on building information modeling(BIM)is a new management method,aiming to realize the comprehensive optimization and improvement of project cost management through the application of BIM technology.This paper summarizes and analyzes the whole-process project cost management based on BIM,aiming to explore its application and development prospects in the construction industry.Firstly,this paper introduces the role and advantages of BIM technology in engineering cost management,including information integration,data sharing,and collaborative work.Secondly,the paper analyzes the key technologies and methods of the whole-process project cost management based on BIM,including model construction,data management,and cost control.In addition,the paper also discusses the challenges and limitations of the whole-process BIM project cost management,such as the inconsistency of technical standards,personnel training,and consciousness change.Finally,the paper summarizes the advantages and development prospects of the whole-process project cost management based on BIM and puts forward the direction and suggestions for future research.Through the research of this paper,it can provide a reference for construction cost management and promote innovation and development in the construction industry. 展开更多
关键词 building Information Modeling(BIM) Project cost management Data integration Information sharing Cost control
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Development of a building information model-guided post-earthquake building inspection framework using 3D synthetic environments 被引量:1
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作者 Nathaniel M.Levine Yasutaka Narazaki Billie F.Spencer 《Earthquake Engineering and Engineering Vibration》 SCIE EI CSCD 2023年第2期279-307,共29页
Computer vision-based inspection methods show promise for automating post-earthquake building inspections.These methods survey a building with unmanned aerial vehicles and automatically detect damage in the collected ... Computer vision-based inspection methods show promise for automating post-earthquake building inspections.These methods survey a building with unmanned aerial vehicles and automatically detect damage in the collected images.Nevertheless,assessing the damage′s impact on structural safety requires localizing damage to specific building components with known design and function.This paper proposes a BIM-based automated inspection framework to provide context for visual surveys.A deep learning-based semantic segmentation algorithm is trained to automatically identify damage in images.The BIM automatically associates any identified damage with specific building components.Then,components are classified into damage states consistent with component fragility models for integration with a structural analysis.To demonstrate the framework,methods are developed to photorealistically simulate severe structural damage in a synthetic computer graphics environment.A graphics model of a real building in Urbana,Illinois,is generated to test the framework;the model is integrated with a structural analysis to apply earthquake damage in a physically realistic manner.A simulated UAV survey is flown of the graphics model and the framework is applied.The method achieves high accuracy in assigning damage states to visible structural components.This assignment enables integration with a performance-based earthquake assessment to classify building safety. 展开更多
关键词 computer vision earthquake engineering building information model physics-based graphics model synthetic environment
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基于Revit平台的隔震支座快速建模模块开发与应用
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作者 陈泽云 陈鑫 +3 位作者 谈丽华 刘涛 唐柏鉴 孙勇 《科学技术与工程》 北大核心 2024年第2期706-714,共9页
随着隔震技术的推广应用以及建筑业信息化水平的持续提升,在隔震工程中对隔震层建筑信息模型(building information modeling, BIM)建模的需求逐渐增长,然而针对性的研究工作相对较少。为此,围绕隔震支座BIM模型的高效建模方法和应用模... 随着隔震技术的推广应用以及建筑业信息化水平的持续提升,在隔震工程中对隔震层建筑信息模型(building information modeling, BIM)建模的需求逐渐增长,然而针对性的研究工作相对较少。为此,围绕隔震支座BIM模型的高效建模方法和应用模块开展了研究。首先,综合隔震支座应用情况和力学特性,可将其分为橡胶隔震支座、滑移摩擦隔震支座和其他类型隔震支座,据此提出了隔震支座BIM快速建模模块基本架构;随后,基于Revit和Visual Studio平台开发了三类隔震支座BIM模型的快速建模功能,并实现了连接节点参数化建模和支座批量/手动布置的操作功能;最后,开展了某化工公司的库房隔震加固项目的隔震层BIM模型建模实践,结果表明:利用快速建模模块可将隔震层BIM建模操作从7个步骤降低至2个步骤,且使用过程中对隔震支座构造细节的认知要求相对较低。同时,建成后的BIM模型与实际工程在建筑信息的多个方面具有较好的一致性。相关研究可为建筑和桥梁隔震工程的BIM建模提供参考和借鉴。 展开更多
关键词 隔震结构 建筑信息模型(building information modeling BIM) REVIT 二次开发 自动化建模
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Building Information Modeling-Based Secondary Development System for 3D Modeling of Underground Pipelines 被引量:3
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作者 Jun Chen Rao Hu +1 位作者 Xianfeng Guo Feng Wu 《Computer Modeling in Engineering & Sciences》 SCIE EI 2020年第5期647-660,共14页
Underground pipeline networks constitute a major component of urban infrastructure,and thus,it is imperative to have an efficient mechanism to manage them.This study introduces a secondary development system to effici... Underground pipeline networks constitute a major component of urban infrastructure,and thus,it is imperative to have an efficient mechanism to manage them.This study introduces a secondary development system to efficiently model underground pipeline networks,using the building information modeling(BIM)-based software Revit.The system comprises separate pipe point and tubulation models.Using a Revit application programming interface(API),the spatial position and attribute data of the pipe points are extracted from a pipeline database,and the corresponding tubulation data are extracted from a tubulation database.Using the Family class in Revit API,the cluster in the self-built library of pipe point is inserted into the spatial location and the attribute data is added;in the same way,all pipeline instances in the pipeline system are created.The extension and localization of the model accelerated the modeling speed.The system was then used in a real construction project.The expansion of the model database and rapid modeling made the application of BIM technology in three-dimensional visualization of underground pipeline networks more convenient.Furthermore,it has applications in pipeline engineering construction and management. 展开更多
关键词 building information modeling secondary development underground pipeline 3D modeling visualization.
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Influence of Building Information Modelling (BIM) on Engineering Contract Management in Nairobi, Kenya
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作者 Hellen Nyaboke Mosse Mugwima Njuguna Charles Kabubo 《World Journal of Engineering and Technology》 2020年第3期329-346,共18页
Building Information Modelling (BIM) is a technology and a process that has brought changes in the construction’s traditional procurement system. Kenya lacks contractual guidelines on implementation of BIM;this makes... Building Information Modelling (BIM) is a technology and a process that has brought changes in the construction’s traditional procurement system. Kenya lacks contractual guidelines on implementation of BIM;this makes the adoption of BIM slow and difficult. Previous research has identified a gap in contractual relationships, roles and resulting risks. The objectives of this study were to investigate BIM adoption in Nairobi and to investigate the influence of BIM on Engineering Contract Management (ECM)</span><span style="font-family:Verdana;"> in Nairobi Kenya</span><span style="font-family:Verdana;">. The survey research was a descriptive study with 175 responsive questionnaires. Respondents comprised of Civil Engineers, Construction Project Managers, Architects, Quantity Surveyors, Contractors and Facility Managers. Data was collected through self-administered questionnaire and in-depth interview. Descriptive analytics, correlation and Exploratory factor analysis methods were used to analyse quantitative data. Qualitative data was analysed thematically. It emerged that adoption level was at 56.6% and shallow understanding of BIM capabilities remains to be a barrier to its adoption and implementation. It also emerged that BIM improves ECM;when time, cost, quality, collaboration and return on investment improve, ECM becomes easier. Latent factors found in BIM and ECM relationship were Legal Implications, awareness and knowledge, efficiency, versatility, mandate and leadership, and competitiveness. Further, the study found out that BIM influence on ECM demands for establishment of standards, guidelines, policy, legal framework, and regulations, which can be achieved by amending the public procurement act which dictates the operation of all the other standard forms of contract. Further research should be conducted to measure whether the understanding of BIM had positively improved. 展开更多
关键词 building Information Modelling BIM ADOPTION Implementation Collaboration BIM Contractual Roles and Responsibilities CONTRACT
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The Contributions of Building Information Modelling to Sustainable Construction
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作者 Sahar Soltani 《World Journal of Engineering and Technology》 2016年第2期193-199,共7页
Global concerns toward environmental issues have induced growing demand for new approaches in the construction because of its considerable impact on the environment and use of natural resources. Through using construc... Global concerns toward environmental issues have induced growing demand for new approaches in the construction because of its considerable impact on the environment and use of natural resources. Through using construction sustainability tools, methods and techniques, a greener design can be applied during various building phases. In this connection, it is argued that the analytical and integrated models applied by Building Information Modelling (BIM) may also facilitate this process to be performed more efficiently. BIM and construction sustainability are quite different initiatives, but both have received much attention in recent years in the architecture, engineering and construction (AEC) industry. A rigorous analysis of the interactions between them implies that a synergy exists which, if properly it is understood that can be helpful to reduce the environmental impacts of the AEC industry. A BIM-based design model can contribute to sustainability through its three main dimensions which are environmental, economic and social. In this paper, by reviewing the existing literature on BIM and construction sustainability and using a matrix to analyze construction sustainability dimensions and BIM functionalities a number of interactions have been discussed. It can be concluded that despite there are many improvements in implementation of BIM in environmental and economic aspects of sustainability, its potential impact on social dimension has not been explicitly explored hence further studies need to be undertaken in this area. 展开更多
关键词 Sustainable Construction building Information Modelling BIM Design for Quality Project Management
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Integrating Universal Design Standards and Building Information Modeling at the Conceptual Design Stage of Buildings
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作者 Vafa Rostamiasl Ahmad Jrade 《Open Journal of Civil Engineering》 CAS 2022年第4期492-523,共32页
A projection of the Canadian population shows that in 2024 one in five Canadians will be over 65 years old. This shift forces designers to consider the entire lifetime of occupants during the design of new buildings. ... A projection of the Canadian population shows that in 2024 one in five Canadians will be over 65 years old. This shift forces designers to consider the entire lifetime of occupants during the design of new buildings. Universal Design (UD), which is a design that accommodates all people to the greatest extent possible and aging in place design that is deeply rooted in the principles of UD, aim to house people irrespective of their age, ability, and chronic health conditions. Building Information Modeling (BIM) significantly helps advance the development of the Architecture, Engineering, and Construction (AEC) industry in a more collaborative and automated way. Integrating BIM and UD allows designers to incorporate UD standards easily and efficiently at the conceptual design stage of buildings by using the functionalities and capabilities of BIM tools. Therefore, this study presents the development of an automated computer model to facilitate the adoption of UD standards and processes. The novelty highlighted in this model resides in the creation of an automated method that employs a newly created plug-in and databases to assist designers to incorporate UD standards at the conceptual stage in a timely and cost-effective manner. Furthermore, the study introduces the methodology consisting of collecting, categorizing, and storing data from various universal design and accessible design guidelines in the developed databases and developing new plug-ins in BIM tool to link the developed databases in order to automate the process of retrieving necessary information and components to help designers and owners select optimal design alternatives based on their predefined criteria. 展开更多
关键词 building Information Modeling (BIM) Universal Design Accessible Design Aging in Place Computer Integration and Automation
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Analysis of Thermal Behavior of Materials in the Building Envelope Using Building Information Modeling (BIM)—A Case Study Approach
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作者 Maryam Habibi Anbouhi Nariman Farahza Seyed Mohammad Hossein Ayatollahi 《Open Journal of Energy Efficiency》 2016年第3期88-106,共19页
Building envelope is a fence that controls heat exchange between interior and exterior and plays an essential role in providing thermal comfort conditions of residents. In recent years, due to the necessity of conserv... Building envelope is a fence that controls heat exchange between interior and exterior and plays an essential role in providing thermal comfort conditions of residents. In recent years, due to the necessity of conserving energy and also preventing increased environmental pollution, the importance of sustainable construction has been doubled. Checking the problems of thermal behavior of the building envelope materials, and what influences in the heating and cooling loads exerted and energy consumption of buildings, are the questions that this research seeks to answer. In this regard, building information modelling analysis (BIM) has worthy contribution in the completion process of sustainable design;thus using software Design Builder, it is paid attention to simulation of the thermal behavior of two types of defined materials for the building envelope that was designed as a Research Institute of Renewable Energy of Yazd University. For Type 1 materials, two layers of brick have been selected, and for Type 2 a thermal insulation layer also added it. Results of the analysis showed that the use of materials Type 2 in the cooling load %4.8 and in the thermal load %62.5 reduction can be achieved which means reducing the load on active system and thus reducing the initial cost of building. Also reduction in annual energy consumption by almost %2.4 for cooling and %62.9 for heating buildings have been achieved, which makes saving non-renewable energy consumption, and consequently reducing environmental pollution as well as reducing current costs will be established. 展开更多
关键词 building Envelope Sustainable Design building Information Modelling (BIM) Thermal Comfort Thermal Insolation
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Research on Construction of Bill of Quantities of Prefabricated Buildings Based on BIM
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作者 Xiangxiang Liu 《Journal of Architectural Research and Development》 2022年第5期25-30,共6页
Building Information Model(BIM)Technology can be widely used in various construction fields.The construction quality and project cost of the prefabricated construction industry based on BIM can be effectively controll... Building Information Model(BIM)Technology can be widely used in various construction fields.The construction quality and project cost of the prefabricated construction industry based on BIM can be effectively controlled.Based on BIM Technology,the integration of bill of quantities can effectively control the cost of prefabricated construction and improve competitiveness in the bidding process.Based on this,the characteristics and advantages of bill of quantities pricing based on BIM were expounded in this paper.Besides,the structure and content construction of bill of quantities were analyzed,followed by an analysis of pricing control strategy based on BIM were analyzed for assembly building quantities for reference. 展开更多
关键词 building Information Modeling(BIM) Prefabricated building Bill of quantities
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Groundbreaking Ceremony for the Building of Informationε-Commercial Center of Textileε-Clothing China
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作者 Liu Shuang 《China Textile》 2006年第2期10-11,共2页
A new textile commercial center is being built in Hangzhou, capital city of Zhejiang province. The groundbreaking on April 20th was more ceremonious for this event than it was many a time before, as the project marks ... A new textile commercial center is being built in Hangzhou, capital city of Zhejiang province. The groundbreaking on April 20th was more ceremonious for this event than it was many a time before, as the project marks the shift for an innovation-led direction in this world’s largest textile province. 展开更多
关键词 Commercial Center of Textile Groundbreaking Ceremony for the building of Information will Clothing China
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Building Information Modeling for Environmental Impact Assessment in Early Design Phases: A Literature Review
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作者 Marie-France Stendahl Marie-Claude Dubois +1 位作者 Daniel Forgues Eilif Hjelseth 《Open Journal of Applied Sciences》 2022年第1期59-81,共23页
The building sector is the largest consumer of energy in industrial countries. Saving energy in new buildings or building renovations can thus lead to significant global environmental impacts. In this endeavor, buildi... The building sector is the largest consumer of energy in industrial countries. Saving energy in new buildings or building renovations can thus lead to significant global environmental impacts. In this endeavor, building information <span>modeling (BIM) and building energy modeling (BEM) are two important to</span>ols to make the transition to net-zero energy buildings (NZEB). So far, little attention has been devoted, in the literature, to discuss the connection between BIM, BEM, and Life-cycle assessment (LCA), which is the main topic of this article. A literature review of 157 journal articles and conference proceedings published between 1990 and 2020 is presented. This review outlines knowledge gaps concerning BIM, BEM, and environmental impact assessment. It suggests that defining the process with the right technology (at the right time) would result in a more integrated design process (IDP) and bridge current gaps. The most efficient way to improve process and technology is related to the competences of the architects, engineers and constructors (AEC). The review also indicates that the IDP in the early design phases (EDP) is in need of improvement for architects and engineers, where a better connection between design phases, specific levels of development (LOD) and BIM tools is needed. <span>Competences, process and technology are the three main themes addressed in the review. Their relation to design phases and LOD is discussed. The aim </span>is to propose possible solutions to the current hinders in BIM-to-BEM (BIM2BEM) and BIM-for-LCA (BIM4LCA) integration. 展开更多
关键词 building Information Modeling (BIM) building Energy Modeling (BEM) Life Cycle Assessment (LCA) Simulations Energy CARBON Design Process Design Phases Level of Development
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《建筑研究与信息》(BRI,Building Research and Information)2004年第3~5期要目
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《山东建筑工程学院学报》 2004年第4期99-100,共2页
关键词 BRI building Research and Information)2004 建筑研究
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基于ADE的IFC到CityGML层次转换模型
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作者 赵彬彬 王笠苇 +2 位作者 谢建湘 张宏奎 王倩 《科学技术与工程》 北大核心 2023年第30期12806-12816,共11页
新型城市化建设和管理过程中,借助建筑信息模型(building information modeling,BIM)与地理信息系统(geographic information system,GIS)的数据集成,不但能实现建筑物的精细化表达,而且室外信息得以兼顾,实现空间分析及室内外一体化表... 新型城市化建设和管理过程中,借助建筑信息模型(building information modeling,BIM)与地理信息系统(geographic information system,GIS)的数据集成,不但能实现建筑物的精细化表达,而且室外信息得以兼顾,实现空间分析及室内外一体化表达。但BIM与GIS两种不同的数据格式无法直接实现数据的互通。为此,首先分析了模型IFC和CityGML在文档形式等方面的差异,并实现了多个简单建筑物IFC模型到CityGML3.0 LOD2、LOD3的转换。其次,针对上述数据集成实验中语义丢失问题,扩展GIS的CityGML3.0数据格式,提出CityGML B-Con扩展模型,完善IFC到CityGML3.0的一对一映射关系。最后,实现多个不同复杂程度建筑物IFC模型到CityGML B-Con扩展模型的转换。实验结果表明,利用CityGML B-Con模型能实现BIM与GIS的数据集成。宏观层面来说,能够增强转换后建筑物外观的细节程度,微观层面而言,BuildingConstructiveElement和BuildingInstallation的子类得以区分,IfcStair、IfcRamp和IfcBeam等建筑构件都能通过一对一映射的方式转换至CityGML中,克服了CityGML原有标准在建筑物构件表达方面的缺陷,有效减少了BIM源数据语义信息的丢失。 展开更多
关键词 地理信息系统(geographic information system GIS) 建筑信息模型(building information modeling BIM) 工业基础类(industry foundation class IFC) CITYGML 扩展语义
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The design and application of BIM+refined management and control platform for the Jingxiong railway bridge 被引量:3
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作者 Jinghan Zhang Jiayu Li +2 位作者 Beisheng Liu Hui Li Wei Yang 《High-Speed Railway》 2023年第3期211-218,共8页
The high-speed railway construction involves multiple professional fields,such as railway design,construction,and supervision.This paper architects the"BIM+"project refined management platform,designs the pl... The high-speed railway construction involves multiple professional fields,such as railway design,construction,and supervision.This paper architects the"BIM+"project refined management platform,designs the platform's logical architecture,physical architecture,and solves several key technology difficulties.This"BIM+"platform has been applied on the Jingxiong Bridge Project and achieved all-round,whole-process and multi-management of high-speed railway engineering construction.It significantly improves the level of construction management,and plays a role in promoting the development of high-speed railway construction informatization. 展开更多
关键词 INFORMATIZATION The Jingxiong Bridge Project Platform architecture GIS(Geographic Information System) BIM(building Information Modelling)
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基于BIM技术在绿色建筑设计中的应用研究 被引量:5
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作者 赵守恒 《广东建材》 2023年第4期79-82,共4页
随着社会经济以及建筑行业的快速发展,我国建筑工程行业的项目规模、施工技术、建筑形态愈加复杂化,整体建筑设计复杂化也随着工程难度的变化而变化,传统的建筑设计模式已无法应对当前现有的整体建筑设计需求,而采用BIM技术与绿色建筑... 随着社会经济以及建筑行业的快速发展,我国建筑工程行业的项目规模、施工技术、建筑形态愈加复杂化,整体建筑设计复杂化也随着工程难度的变化而变化,传统的建筑设计模式已无法应对当前现有的整体建筑设计需求,而采用BIM技术与绿色建筑设计相结合恰好解决了上述难题,为绿色建筑提供了相应的技术支持和保障,同时也为建筑行业的发展提供了良好的环境保障。本文介绍BIM技术含义,探讨BIM技术与绿色建筑一体化设计的应用,以及BIM技术在三个阶段的绿色建筑设计中的应用,以绿色建筑设计为基础,对BIM技术进行分析。 展开更多
关键词 BIM技术(building Information Modeling) 绿色建筑 设计
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基于BIM+数值模拟的弧形闸门结构性能分析研究
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作者 孙少楠 张瑞捷 +2 位作者 马莉 邢云飞 罗福生 《水利水电技术(中英文)》 北大核心 2023年第12期155-166,共12页
【目的】溢洪道泄洪是一个复杂的水气交换物理过程,在溢洪道泄洪中弧形闸门发挥着十分重要的作用,泄洪过程中弧形闸门受到水体流激振动导致受力不均匀,造成弧形闸门应力应变计算困难。针对不同开度下水流对表孔弧形闸门结构受力情况,【... 【目的】溢洪道泄洪是一个复杂的水气交换物理过程,在溢洪道泄洪中弧形闸门发挥着十分重要的作用,泄洪过程中弧形闸门受到水体流激振动导致受力不均匀,造成弧形闸门应力应变计算困难。针对不同开度下水流对表孔弧形闸门结构受力情况,【方法】以某水电站溢洪道弧形闸门为例,采用BIM技术建立弧形闸门和流场计算域模型,通过BIM技术与有限元数值模拟间数据交互建立三维有限元模型,采用Fluent、Static Structural进行网格划分并对不同开度下溢洪道过闸流量和弧形闸门受力情况进行数值模拟,分析溢洪道过闸流量和弧形闸门应力、应变变化规律。【结果】结果显示:过闸流量在误差允许范围之内,闸门应力、应变随开度的不断增加逐渐减小,在闸门开启瞬间产生最大等效应力值为142.2 MPa,最大变形值为3.45 mm;采用BIM技术对弧形闸门进行性能分析,提高数值分析效率,并将数值分析得到的水力信息进行处理赋予BIM结构模型中。【结论】研究表明:BIM技术结合数值模拟技术可以进行水工钢结构性能分析,实现BIM平台与CAE有限元平台数据双向交互,拓宽了BIM技术在水工钢结构性能分析中应用研究。 展开更多
关键词 BIM(building information modeling) 数值模拟 弧形闸门 水力特性
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Energy Consumption Analysis and Characterization of Aerospace Manufacturing Facilities in the United States–A Step towards Sustainable Development
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作者 Khaled Bawaneh Bradley Deken Amin Esmaeili 《Energy Engineering》 EI 2023年第1期23-34,共12页
In this study,information on energy usage in the United States(U.S.)aerospace manufacturing sector has been analyzed and then represented as energy intensities(kWh/m2)to establish benchmark data and to compare facilit... In this study,information on energy usage in the United States(U.S.)aerospace manufacturing sector has been analyzed and then represented as energy intensities(kWh/m2)to establish benchmark data and to compare facilities of varying sizes.First,public sources were identified and the data from these previously published sources were aggregated to determine the energy usage of aerospace manufacturing facilities within the U.S.From this dataset,a sample of 28 buildings were selected and the energy intensity for each building was estimated from the data.Next,as a part of this study the energy data for three additional aerospace manufacturing facilities in the U.S.were collected firsthand.That data was analyzed and the energy intensity(kWh/m2)for each facility was calculated and then compared with the energy intensities of the 28 buildings from the sample.Three different indicators of energy consumption in aerospace manufacturing facilities were used as comparators to assist facility managers with determining potential energy savings and help in the decision-making process.On average,aerospace manufacturing facilities in the United States spent 4 cents for each dollar of sale on energy.The energy intensity(kWh/m2)and the power intensity(W/m2)for each facility were calculated based on the actual facility energy bills.The power intensity for these facilities ranges from 34 to 134 W/m2.The energy intensity ranged from 232 to 949 kWh/m2.We found that the power intensity could be used to estimate energy consumption when the annual operating hours of the facility are considered.and to estimate the energy-related carbon dioxide emissions. 展开更多
关键词 Aerospace facilities energy consumption life cycle information in aerospace manufacturing buildings sustainable manufacturing buildings
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Looking towards the Future of BIM in South Korea Towards AI-Enhanced BIM
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作者 Ghang Lee Suhyung Jang +1 位作者 Kyungha Lee Munchel Kim 《土木建筑工程信息技术》 2023年第4期1-6,共6页
This paper provides an overview of South Korea’s 20-year journey in adopting building information modeling(BIM) and future direction. It first discusses the six phases of BIM adoption in South Korea, starting from th... This paper provides an overview of South Korea’s 20-year journey in adopting building information modeling(BIM) and future direction. It first discusses the six phases of BIM adoption in South Korea, starting from the use of BIM as a marketing tool to its current intelligent BIM phase. The government’s support for BIM-related research and development projects is also highlighted, with a focus on the artificail intelligence (AI)-based architectural design automation project. As the future direction, it explores the integration of AI with BIM in both local and global contexts. The paper presents AIpowered architectural design methods, including AI-powered early architectural design generation and architectural detailing.Compared to AI-based early architectural design generation, architectural detailing is an unexplored research topic. This paper introduces two AI-and BIM-based architectural detailing methods, being developed at Yonsei University:namely,BIM library transplant and Natural language-based Architectural Detailing through Interaction with AI (NADIA). These methods demonstrate how AI-enhanced BIM can enable architects to interactively develop building details using a language model as a conversational AI and a knowledge base, and a BIM authoring tool as a design platform, in the near future. 展开更多
关键词 building information modeling(BIM) artificial intelligence(AI) South Korea BIM adoption BIM utilization level(BUL) Natural language-based Architectural Detailing through Interaction with AI(NADIA) BIM library transplant
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Photogrammetry and deep learning for energy production prediction and building-integrated photovoltaics decarbonization
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作者 Ilyass Abouelaziz Youssef Jouane 《Building Simulation》 SCIE EI CSCD 2024年第2期189-205,共17页
Building-Integrated photovoltaics(BIPV)have emerged as a promising sustainable energy solution,relying on accurate energy production predictions and effective decarbonization strategies for efficient deployment.This p... Building-Integrated photovoltaics(BIPV)have emerged as a promising sustainable energy solution,relying on accurate energy production predictions and effective decarbonization strategies for efficient deployment.This paper presents a novel approach that combines photogrammetry and deep learning techniques to address the problem of BIPV decarbonization.The method is called BIM-AITIZATION referring to the integration of BIM data,AI techniques,and automation principles.It integrates photogrammetric data into practical BIM parameters.In addition,it enhances the precision and reliability of PV energy prediction by using artificial intelligence strategies.The primary aim of this approach is to offer advanced,data-driven energy forecasts and BIPV decarbonization while fully automating the underlying process.To achieve this,the first step is to capture point cloud data of the building through photogrammetric acquisition.This data undergoes preprocessing to identify and remove unwanted points,followed by plan segmentation to extract the plan facade.After that,a meteorological dataset is assembled,incorporating various attributes that influence energy production,including solar irradiance parameters as well as BIM parameters.Finally,machine and deep learning techniques are used for accurate photovoltaic energy predictions and the automation of the entire process.Extensive experiments are conducted,including multiple tests aimed at assessing the performance of diverse machine learning models.The objective is to identify the most suitable model for our specific application.Furthermore,a comparative analysis is undertaken,comparing the performance of the proposed model against that of various established BIPV software tools.The outcomes reveal that the proposed approach surpasses existing software solutions in both accuracy and precision.To extend its applicability,the approach is evaluated using a building case study,demonstrating its ability to generalize effectively to new building data. 展开更多
关键词 building-integrated photovoltaic(BIPV) deep learning building information modeling photogrammetric building decarbonization
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Indoor Space Modeling and Parametric Component Construction Based on 3D Laser Point Cloud Data
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作者 Ruzhe Wang Xin Li Xin Meng 《Journal of World Architecture》 2023年第5期37-45,共9页
In order to enhance modeling efficiency and accuracy,we utilized 3D laser point cloud data for indoor space modeling.Point cloud data was obtained with a 3D laser scanner and optimized with Autodesk Recap and Revit so... In order to enhance modeling efficiency and accuracy,we utilized 3D laser point cloud data for indoor space modeling.Point cloud data was obtained with a 3D laser scanner and optimized with Autodesk Recap and Revit software to extract geometric information about the indoor environment.Furthermore,we proposed a method for constructing indoor elements based on parametric components.The research outcomes of this paper will offer new methods and tools for indoor space modeling and design.The approach of indoor space modeling based on 3D laser point cloud data and parametric component construction can enhance modeling efficiency and accuracy,providing architects,interior designers,and decorators with a better working platform and design reference. 展开更多
关键词 3D laser scanning technology Indoor space point cloud data building information modeling(BIM)
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