首页 > 最新文献

Journal of Information Technology in Construction最新文献

英文 中文
Construction 4.0: A comparative analysis of research and practice 建筑 4.0:研究与实践的比较分析
IF 3.5 Q1 Engineering Pub Date : 2024-02-06 DOI: 10.36680/j.itcon.2024.002
Nathalie Perrier, Aristide Bled First, Mario Bourgault, Nolwenn Cousin, Christophe Danjou, Robert Pellerin, Thibaut Roland
This paper presents an overview of the existing literature on Construction 4.0 technologies over the past decade and their most common applications in both research and practice, aimed at achieving three objectives. First, the search for the most relevant articles on Construction 4.0, published in the scientific literature, and small firms that are developing and delivering 4.0 technologies in the construction industry allows to identify the numerous applications associated with Construction 4.0. Second, the applications found in the scientific literature and those identified in practice are classified and compared based on a framework consisting of three distinct axes. Third, the classification framework highlights current research trends and potential areas for future research, which can be summarized as follows: (i) development of hybrid digital solutions; (ii) alignment with effective collection of more structured data, smart interactive web technologies, robotics, autonomous systems, and intelligent built assets; and (iii) strengthen the capacities of artificial intelligence and machine learning.
本文概述了过去十年中有关建筑 4.0 技术的现有文献及其在研究和实践中的最常见应用,旨在实现三个目标。首先,通过搜索科学文献中发表的与建筑 4.0 最相关的文章,以及在建筑行业开发和提供 4.0 技术的小型公司,可以确定与建筑 4.0 相关的众多应用。其次,根据由三个不同轴组成的框架,对科学文献中发现的应用和实践中发现的应用进行分类和比较。第三,分类框架突出了当前的研究趋势和未来研究的潜在领域,可归纳如下:(i) 开发混合数字解决方案;(ii) 与更多结构化数据的有效收集、智能交互式网络技术、机器人技术、自主系统和智能建筑资产保持一致;(iii) 加强人工智能和机器学习的能力。
{"title":"Construction 4.0: A comparative analysis of research and practice","authors":"Nathalie Perrier, Aristide Bled First, Mario Bourgault, Nolwenn Cousin, Christophe Danjou, Robert Pellerin, Thibaut Roland","doi":"10.36680/j.itcon.2024.002","DOIUrl":"https://doi.org/10.36680/j.itcon.2024.002","url":null,"abstract":"This paper presents an overview of the existing literature on Construction 4.0 technologies over the past decade and their most common applications in both research and practice, aimed at achieving three objectives. First, the search for the most relevant articles on Construction 4.0, published in the scientific literature, and small firms that are developing and delivering 4.0 technologies in the construction industry allows to identify the numerous applications associated with Construction 4.0. Second, the applications found in the scientific literature and those identified in practice are classified and compared based on a framework consisting of three distinct axes. Third, the classification framework highlights current research trends and potential areas for future research, which can be summarized as follows: (i) development of hybrid digital solutions; (ii) alignment with effective collection of more structured data, smart interactive web technologies, robotics, autonomous systems, and intelligent built assets; and (iii) strengthen the capacities of artificial intelligence and machine learning.","PeriodicalId":51624,"journal":{"name":"Journal of Information Technology in Construction","volume":null,"pages":null},"PeriodicalIF":3.5,"publicationDate":"2024-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139799267","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Improving Learners’ Self-Efficacy in Performing Design Reviews with Virtual Reality 利用虚拟现实技术提高学习者进行设计审查的自我效能感
IF 3.5 Q1 Engineering Pub Date : 2024-02-06 DOI: 10.36680/j.itcon.2024.001
Fadi Castronovo, SeyedReza RazaviAlavi, Pablo Martinez Rodriguez
Research on the use of innovative technology, such as virtual reality (VR), in Architecture, Engineering, and Construction (AEC) education, has been growing in the past twenty years. However, such research still requires robust investigation, as few studies have adopted educational psychology theories and rigorous methods. Furthermore, most of the research has focused on the cognitive effects of VR and additional research is also needed to investigate the affective effects, such as motivation, engagement, and self-efficacy. This study aims to evaluate the effects of technology decision-making between immersive virtual reality (IVR) and non-immersive virtual reality (nIVR) setups for a learning activity on AEC learners. For this, three hypotheses are formulated and tested on 165 UK students. Based on the results, both the designed IVR and nIVR learning activities had significant positive effects on learners’ self-efficacy and user experience with no significant difference between IVR and nIVR delivery. With this research, the authors contribute to the growing literature on VR implementation in AEC classrooms by showcasing a study founded on educational psychology theory and by using a rigorous research methodology. Furthermore, this study illustrates the effects that IVR and nIVR have on students’ affective learning and opens the possibility of new research in the field.
过去二十年来,有关在建筑、工程和施工(AEC)教育中使用虚拟现实(VR)等创新技术的研究不断增加。然而,由于很少有研究采用教育心理学理论和严格的方法,因此此类研究仍需大力开展。此外,大多数研究都集中在虚拟现实的认知效应上,还需要更多的研究来调查情感效应,如动机、参与度和自我效能。本研究旨在评估沉浸式虚拟现实(IVR)和非沉浸式虚拟现实(nIVR)设置在学习活动中对 AEC 学习者的技术决策影响。为此,我们提出了三个假设,并对 165 名英国学生进行了测试。结果显示,所设计的 IVR 和 nIVR 学习活动都对学习者的自我效能感和用户体验产生了显著的积极影响,IVR 和 nIVR 的交付方式没有明显差异。通过这项研究,作者展示了一项建立在教育心理学理论基础上的研究,并采用了严谨的研究方法,为不断增加的有关在 AEC 课堂中实施虚拟现实技术的文献做出了贡献。此外,本研究还说明了 IVR 和 nIVR 对学生情感学习的影响,为该领域的新研究提供了可能性。
{"title":"Improving Learners’ Self-Efficacy in Performing Design Reviews with Virtual Reality","authors":"Fadi Castronovo, SeyedReza RazaviAlavi, Pablo Martinez Rodriguez","doi":"10.36680/j.itcon.2024.001","DOIUrl":"https://doi.org/10.36680/j.itcon.2024.001","url":null,"abstract":"Research on the use of innovative technology, such as virtual reality (VR), in Architecture, Engineering, and Construction (AEC) education, has been growing in the past twenty years. However, such research still requires robust investigation, as few studies have adopted educational psychology theories and rigorous methods. Furthermore, most of the research has focused on the cognitive effects of VR and additional research is also needed to investigate the affective effects, such as motivation, engagement, and self-efficacy. This study aims to evaluate the effects of technology decision-making between immersive virtual reality (IVR) and non-immersive virtual reality (nIVR) setups for a learning activity on AEC learners. For this, three hypotheses are formulated and tested on 165 UK students. Based on the results, both the designed IVR and nIVR learning activities had significant positive effects on learners’ self-efficacy and user experience with no significant difference between IVR and nIVR delivery. With this research, the authors contribute to the growing literature on VR implementation in AEC classrooms by showcasing a study founded on educational psychology theory and by using a rigorous research methodology. Furthermore, this study illustrates the effects that IVR and nIVR have on students’ affective learning and opens the possibility of new research in the field.","PeriodicalId":51624,"journal":{"name":"Journal of Information Technology in Construction","volume":null,"pages":null},"PeriodicalIF":3.5,"publicationDate":"2024-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139800027","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A parametric approach towards semi-automated 3D as-built modeling 半自动三维竣工建模的参数化方法
IF 3.5 Q1 Engineering Pub Date : 2023-12-22 DOI: 10.36680/j.itcon.2023.041
Yu-Chen Lee, Jong Won Ma, Fernanda Leite
Building Information Modeling (BIM) has been developed in response to the growing complexity of construction projects. BIM implementation is beneficial throughout the entire building life cycle, and thus has been widely adopted in new projects. However, BIM implementation in existing buildings is impeded by the lack of as-built models. Conventionally, three-dimensional (3D) as-built BIMs are generated by experienced modelers, which is time-consuming and error-prone. To cater to the need, Scan-to-BIM is a solution for automation in as-built BIM generation. In the context of automated Scan-to-BIM, the parametric modeling process is worth investigating as it has the ability to not only reconstruct 3D objects from a variety of categories from point clouds but also offer flexibility to update objects simply by changing the values of the correlative parameters. Hence, this study proposes a semi-automated framework for assisting 3D as-built modeling through a parametric modeling approach. The presented methodology starts with wall boundary parameter extraction through 3D to 2D projection of the wall segments and line detection techniques, followed by retrieving geometric parameters of all other non-wall elements via CloudCompare. The extracted parameters are structured into a Microsoft® Excel® file and fed into Autodesk® Dynamo for 3D BIM creation using a series of designed logic. To substantiate the viability, the proposed framework is employed in two datasets containing structural, architectural, furniture, mechanical, and plumbing objects (further categorized into structural, hosted and non-hosted elements). The Intersection over Union (IoU) of structural elements was 96.35%, while the root-mean-square error (RMSE) of hosted and non-hosted elements was 3.634 and 2.607 mm, respectively. This study established a universal methodology for semi-automated 3D as-built modeling that can guide future research.
建筑信息模型(BIM)是为应对日益复杂的建筑项目而开发的。BIM 的实施有益于整个建筑生命周期,因此已被新项目广泛采用。然而,由于缺乏竣工模型,BIM 在现有建筑中的应用受到阻碍。传统的三维(3D)竣工 BIM 是由经验丰富的建模师生成的,既耗时又容易出错。为满足这一需求,扫描到 BIM 是一种自动生成竣工 BIM 的解决方案。在自动扫描到 BIM 的背景下,参数化建模过程值得研究,因为它不仅能从点云重建各种类别的三维物体,还能通过改变相关参数值灵活地更新物体。因此,本研究提出了一种半自动化框架,通过参数化建模方法辅助三维竣工建模。所提出的方法首先是通过墙体线段的三维到二维投影和线检测技术提取墙体边界参数,然后通过 CloudCompare 检索所有其他非墙体元素的几何参数。提取的参数被编入 Microsoft® Excel® 文件,并通过一系列设计逻辑输入 Autodesk® Dynamo 进行三维 BIM 创建。为了证实该框架的可行性,我们在两个数据集中使用了该框架,其中包含结构、建筑、家具、机械和管道对象(进一步分为结构、托管和非托管元素)。结构元素的 "交集大于联合"(IoU)率为 96.35%,而托管和非托管元素的均方根误差(RMSE)分别为 3.634 毫米和 2.607 毫米。这项研究为半自动化三维竣工建模建立了一种通用方法,可为今后的研究提供指导。
{"title":"A parametric approach towards semi-automated 3D as-built modeling","authors":"Yu-Chen Lee, Jong Won Ma, Fernanda Leite","doi":"10.36680/j.itcon.2023.041","DOIUrl":"https://doi.org/10.36680/j.itcon.2023.041","url":null,"abstract":"Building Information Modeling (BIM) has been developed in response to the growing complexity of construction projects. BIM implementation is beneficial throughout the entire building life cycle, and thus has been widely adopted in new projects. However, BIM implementation in existing buildings is impeded by the lack of as-built models. Conventionally, three-dimensional (3D) as-built BIMs are generated by experienced modelers, which is time-consuming and error-prone. To cater to the need, Scan-to-BIM is a solution for automation in as-built BIM generation. In the context of automated Scan-to-BIM, the parametric modeling process is worth investigating as it has the ability to not only reconstruct 3D objects from a variety of categories from point clouds but also offer flexibility to update objects simply by changing the values of the correlative parameters. Hence, this study proposes a semi-automated framework for assisting 3D as-built modeling through a parametric modeling approach. The presented methodology starts with wall boundary parameter extraction through 3D to 2D projection of the wall segments and line detection techniques, followed by retrieving geometric parameters of all other non-wall elements via CloudCompare. The extracted parameters are structured into a Microsoft® Excel® file and fed into Autodesk® Dynamo for 3D BIM creation using a series of designed logic. To substantiate the viability, the proposed framework is employed in two datasets containing structural, architectural, furniture, mechanical, and plumbing objects (further categorized into structural, hosted and non-hosted elements). The Intersection over Union (IoU) of structural elements was 96.35%, while the root-mean-square error (RMSE) of hosted and non-hosted elements was 3.634 and 2.607 mm, respectively. This study established a universal methodology for semi-automated 3D as-built modeling that can guide future research.","PeriodicalId":51624,"journal":{"name":"Journal of Information Technology in Construction","volume":null,"pages":null},"PeriodicalIF":3.5,"publicationDate":"2023-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138944227","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Semi-automatic 3D crack map generation and width evaluation for structural monitoring of reinforced concrete structures 用于钢筋混凝土结构监测的半自动 3D 裂缝图生成和宽度评估
IF 3.5 Q1 Engineering Pub Date : 2023-12-10 DOI: 10.36680/j.itcon.2023.040
Dominik Merkle, Johannes Solass, Annette Schmitt, Julia Rosin, Alexander Reiterer, Alexander Stolz
Bridge inspection is a time-consuming, expensive, but indispensable task. In this work, a new semi-automatic workflow for a concrete bridge condition assessment system is developed and discussed. The workflow consists of three main parts merged in the new methodology. The elements are the data acquisition with cameras, the automated damage detection and localization using a neural network, and the resulting engineering condition assessment. Furthermore, a CAD model serves as a base for the later calculations for the condition assessment. Camera images are used for both sub-millimeter crack detection using semantic segmentation by an artificial neural network and a crack localization based on a combination of a photogrammetric workflow including structure from motion (SfM) and the projection as imprinted points directly onto the as-planned CAD mesh. Moreover, an approach for crack width derivation is given. The captured crack width, crack position, and the date of detection represent the input values for subsequent crack monitoring. Thereby, this new concept is proposed as an essential step towards a time-efficient and objective life-cycle assessment of reinforced concrete structures.
桥梁检查是一项耗时、昂贵但不可或缺的工作。本文提出并讨论了一种新的混凝土桥梁状态评估系统的半自动工作流程。工作流由三个主要部分组成,并在新方法中合并。这些要素包括摄像头的数据采集,使用神经网络的自动损伤检测和定位,以及由此产生的工程状况评估。此外,CAD模型为后期的工况评估计算提供了基础。相机图像用于亚毫米裂纹检测,使用人工神经网络进行语义分割,并基于摄影测量工作流程的组合进行裂纹定位,包括运动结构(SfM)和投影,作为直接刻印到计划的CAD网格上的点。并给出了裂缝宽度的求导方法。捕获的裂缝宽度、裂缝位置和检测日期代表后续裂缝监测的输入值。因此,提出这个新概念是实现钢筋混凝土结构高效、客观的生命周期评估的重要一步。
{"title":"Semi-automatic 3D crack map generation and width evaluation for structural monitoring of reinforced concrete structures","authors":"Dominik Merkle, Johannes Solass, Annette Schmitt, Julia Rosin, Alexander Reiterer, Alexander Stolz","doi":"10.36680/j.itcon.2023.040","DOIUrl":"https://doi.org/10.36680/j.itcon.2023.040","url":null,"abstract":"Bridge inspection is a time-consuming, expensive, but indispensable task. In this work, a new semi-automatic workflow for a concrete bridge condition assessment system is developed and discussed. The workflow consists of three main parts merged in the new methodology. The elements are the data acquisition with cameras, the automated damage detection and localization using a neural network, and the resulting engineering condition assessment. Furthermore, a CAD model serves as a base for the later calculations for the condition assessment. Camera images are used for both sub-millimeter crack detection using semantic segmentation by an artificial neural network and a crack localization based on a combination of a photogrammetric workflow including structure from motion (SfM) and the projection as imprinted points directly onto the as-planned CAD mesh. Moreover, an approach for crack width derivation is given. The captured crack width, crack position, and the date of detection represent the input values for subsequent crack monitoring. Thereby, this new concept is proposed as an essential step towards a time-efficient and objective life-cycle assessment of reinforced concrete structures.","PeriodicalId":51624,"journal":{"name":"Journal of Information Technology in Construction","volume":null,"pages":null},"PeriodicalIF":3.5,"publicationDate":"2023-12-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138584994","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Mitigating product data management challenges in the wooden single-family house industry 减轻木制独栋住宅行业的产品数据管理挑战
Q1 Engineering Pub Date : 2023-11-07 DOI: 10.36680/j.itcon.2023.39
Alexander Vestin, Kristina Säfsten, Djordje Popovic
The housing industry faces challenges in product data management, resulting in negative effects on productivity, efficiency, and quality. The purpose of the study presented in this paper is to elaborate on requirements and functions of a support system to mitigate challenges with product data management in the wooden single-family house industry. As a support system, a pilot product lifecycle management (PLM) system was developed with functions to fulfill the requirements. The support system was installed and tested in a real-world setting, a wooden single-family house company, Company T. The paper contributes with the insights that a PLM system for industrialized house building can be developed, fulfilling the requirements in this specific industry. The functions developed were perceived to have value and could, for Company T, mitigate their challenges with product data management. The support system facilitate integration between the pilot PLM system, the building information modeling tool and the enterprise resource planning system at Company T. Based on the study carried out, the paper concludes that a PLM system is feasible, and that it might be a way to mitigate challenges with product data management in the wooden single-family house industry.
住房行业在产品数据管理方面面临挑战,对生产力、效率和质量产生负面影响。本文提出的研究目的是详细阐述支持系统的需求和功能,以减轻木制独栋住宅行业产品数据管理的挑战。作为支持系统,开发了具有满足需求功能的产品生命周期管理(PLM)试点系统。支撑系统是在一个真实的环境中安装和测试的,一个木制的单户住宅公司,t公司。本文提供了一个工业化住宅建筑的PLM系统,可以开发出来,满足这个特定行业的要求。开发的功能被认为是有价值的,对于T公司来说,可以减轻他们在产品数据管理方面的挑战。该支持系统促进了t公司试点PLM系统、建筑信息建模工具和企业资源规划系统之间的集成。基于所进行的研究,本文得出结论,PLM系统是可行的,并且它可能是缓解木制独栋房屋行业产品数据管理挑战的一种方法。
{"title":"Mitigating product data management challenges in the wooden single-family house industry","authors":"Alexander Vestin, Kristina Säfsten, Djordje Popovic","doi":"10.36680/j.itcon.2023.39","DOIUrl":"https://doi.org/10.36680/j.itcon.2023.39","url":null,"abstract":"The housing industry faces challenges in product data management, resulting in negative effects on productivity, efficiency, and quality. The purpose of the study presented in this paper is to elaborate on requirements and functions of a support system to mitigate challenges with product data management in the wooden single-family house industry. As a support system, a pilot product lifecycle management (PLM) system was developed with functions to fulfill the requirements. The support system was installed and tested in a real-world setting, a wooden single-family house company, Company T. The paper contributes with the insights that a PLM system for industrialized house building can be developed, fulfilling the requirements in this specific industry. The functions developed were perceived to have value and could, for Company T, mitigate their challenges with product data management. The support system facilitate integration between the pilot PLM system, the building information modeling tool and the enterprise resource planning system at Company T. Based on the study carried out, the paper concludes that a PLM system is feasible, and that it might be a way to mitigate challenges with product data management in the wooden single-family house industry.","PeriodicalId":51624,"journal":{"name":"Journal of Information Technology in Construction","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135476708","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Vision-based tracking method of nighttime construction workers by integrating YOLOv5 and Deepsort 基于YOLOv5和Deepsort的夜间建筑工人视觉跟踪方法
Q1 Engineering Pub Date : 2023-11-07 DOI: 10.36680/j.itcon.2023.038
Guofeng Ma, Yiqin Jing, Zihao Huang, Jing Xu, Houzhuang Zhu
Due to poor visibility and fatigue factors, although nighttime construction has been widely used, its safety problems like struck-by accidents have also become increasingly prominent. Most of the current tracking methods of workers are not suitable for direct application in nighttime construction scenarios, so this research proposes a vision-based method, which integrates low-light image enhancement technology, YOLOv5 and Deepsort to track nighttime workers. The proposed method is mainly composed of four modules, including illumination enhancement module, detection module, the Kalman filter and matching module. In the experiment based on nine test videos, the method achieved the average multiple-object tracking accuracy (MOTA) of 89.93% and multiple-object tracking precision (MOTP) of 97.07%. At the same time, the experimental results also show that the method is robust to the common tracking challenges of occlusions, scale variations and posture variations. The proposed method has practical application potential in the monitoring task in nighttime construction, which makes the nighttime construction activities safer and more efficient.
由于能见度差和疲劳因素,夜间施工虽然得到了广泛的应用,但其安全问题,如被撞事故也日益突出。目前的工人跟踪方法大多不适合直接应用于夜间施工场景,因此本研究提出了一种基于视觉的方法,将低光图像增强技术、YOLOv5和Deepsort相结合,对夜间工人进行跟踪。该方法主要由四个模块组成,包括照明增强模块、检测模块、卡尔曼滤波模块和匹配模块。在基于9个测试视频的实验中,该方法的平均多目标跟踪精度(MOTA)为89.93%,多目标跟踪精度(MOTP)为97.07%。同时,实验结果也表明,该方法对遮挡、尺度变化和姿态变化等常见的跟踪挑战具有鲁棒性。该方法在夜间施工监控任务中具有实际应用潜力,使夜间施工活动更加安全、高效。
{"title":"Vision-based tracking method of nighttime construction workers by integrating YOLOv5 and Deepsort","authors":"Guofeng Ma, Yiqin Jing, Zihao Huang, Jing Xu, Houzhuang Zhu","doi":"10.36680/j.itcon.2023.038","DOIUrl":"https://doi.org/10.36680/j.itcon.2023.038","url":null,"abstract":"Due to poor visibility and fatigue factors, although nighttime construction has been widely used, its safety problems like struck-by accidents have also become increasingly prominent. Most of the current tracking methods of workers are not suitable for direct application in nighttime construction scenarios, so this research proposes a vision-based method, which integrates low-light image enhancement technology, YOLOv5 and Deepsort to track nighttime workers. The proposed method is mainly composed of four modules, including illumination enhancement module, detection module, the Kalman filter and matching module. In the experiment based on nine test videos, the method achieved the average multiple-object tracking accuracy (MOTA) of 89.93% and multiple-object tracking precision (MOTP) of 97.07%. At the same time, the experimental results also show that the method is robust to the common tracking challenges of occlusions, scale variations and posture variations. The proposed method has practical application potential in the monitoring task in nighttime construction, which makes the nighttime construction activities safer and more efficient.","PeriodicalId":51624,"journal":{"name":"Journal of Information Technology in Construction","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135540977","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Virtual site visits in Construction Management education: A practical alternative to physical site visits 建筑管理教育中的虚拟实地考察:一种替代实际实地考察的实用方法
Q1 Engineering Pub Date : 2023-11-07 DOI: 10.36680/j.itcon.2023.36
Alireza Shojaei, Reachsak Ly, Saeed Rokooei, Amirsamman Mahdavian, Ahmed Al-Bayati
Construction site visits and hands-on experiences are among the important instruments for educators in construction engineering and management to provide students with valuable knowledge and more engaging learning experiences. However, in addition to its existing logistical challenges, the COVID-19 pandemic has made site visits even more inaccessible as in-person classes and site visits moved to distant learning or got canceled. In a distance education system, conducting a physical site visit is not an easy task. This study focuses on the use of virtual site visits in construction and experiencing virtual hands-on training using immersive videos. Three types of video formats were used as the main content delivery methods in this pilot study namely, 2D flat, 360-degree, and 180-degree 3D videos. This method was adopted and tested in two courses that were previously face-to-face, which were then shifted to an online format due to the COVID-19 pandemic. The use of immersive videos gave students who would not have the ability to experience a physical site visit, the opportunity to experience the construction site environment and receive educational direction during a pre-recorded, hands-on, immersive video project. The goal of this study is to understand students’ experience with the provided technology, necessary improvement, implications for future research, and the potential implementations of this technology. A costume set of questionnaires was designed to retrieve students’ feedback on their experience which includes a comparison of different content delivery methods and four other study measures: knowledge retention, sense of presence, user experience, and overall satisfaction. Multiple statistical analyses were conducted on the collected data to provide both descriptive details and further insight into the study parameters and their relationship with each other and between different parameters.
建筑工地参观和实践经验是建筑工程和管理教育工作者为学生提供宝贵知识和更有吸引力的学习经验的重要手段之一。然而,除了现有的后勤挑战外,COVID-19大流行还使实地考察变得更加困难,因为面对面的课程和实地考察转向了远程学习或被取消。在远程教育系统中,进行实地考察并不是一件容易的事。本研究的重点是在建设中使用虚拟现场参观和体验虚拟动手训练使用沉浸式视频。在本次试点研究中,三种视频格式被用作主要的内容交付方式,即2D平面视频、360度视频和180度3D视频。这种方法被采用并在两门课程中进行了测试,这两门课程之前是面对面的,后来由于COVID-19大流行而转向在线形式。沉浸式视频的使用让那些无法亲身体验现场参观的学生有机会体验建筑现场环境,并在预先录制的、动手操作的沉浸式视频项目中接受教育指导。本研究的目的是了解学生对所提供的技术的体验,必要的改进,对未来研究的影响,以及该技术的潜在实现。我们设计了一套完整的调查问卷,以获取学生对其体验的反馈,其中包括对不同内容传递方式的比较,以及其他四项研究指标:知识保留、存在感、用户体验和总体满意度。对收集到的数据进行了多次统计分析,以提供描述性细节,并进一步了解研究参数及其相互关系和不同参数之间的关系。
{"title":"Virtual site visits in Construction Management education: A practical alternative to physical site visits","authors":"Alireza Shojaei, Reachsak Ly, Saeed Rokooei, Amirsamman Mahdavian, Ahmed Al-Bayati","doi":"10.36680/j.itcon.2023.36","DOIUrl":"https://doi.org/10.36680/j.itcon.2023.36","url":null,"abstract":"Construction site visits and hands-on experiences are among the important instruments for educators in construction engineering and management to provide students with valuable knowledge and more engaging learning experiences. However, in addition to its existing logistical challenges, the COVID-19 pandemic has made site visits even more inaccessible as in-person classes and site visits moved to distant learning or got canceled. In a distance education system, conducting a physical site visit is not an easy task. This study focuses on the use of virtual site visits in construction and experiencing virtual hands-on training using immersive videos. Three types of video formats were used as the main content delivery methods in this pilot study namely, 2D flat, 360-degree, and 180-degree 3D videos. This method was adopted and tested in two courses that were previously face-to-face, which were then shifted to an online format due to the COVID-19 pandemic. The use of immersive videos gave students who would not have the ability to experience a physical site visit, the opportunity to experience the construction site environment and receive educational direction during a pre-recorded, hands-on, immersive video project. The goal of this study is to understand students’ experience with the provided technology, necessary improvement, implications for future research, and the potential implementations of this technology. A costume set of questionnaires was designed to retrieve students’ feedback on their experience which includes a comparison of different content delivery methods and four other study measures: knowledge retention, sense of presence, user experience, and overall satisfaction. Multiple statistical analyses were conducted on the collected data to provide both descriptive details and further insight into the study parameters and their relationship with each other and between different parameters.","PeriodicalId":51624,"journal":{"name":"Journal of Information Technology in Construction","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135476042","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Blockchain and City Information Modeling (CIM): A New Approach of Transparency and Efficiency 区块链和城市信息模型(CIM):透明和效率的新途径
Q1 Engineering Pub Date : 2023-11-07 DOI: 10.36680/j.itcon.2023.037
Oluwatoyin Lawal, Nawari O. Nawari
For over a decade, digital modelling has transcended geometric representations to more advanced object-based modelling using real-life attirbutes. Digital technologies, especially Building Information Modelling (BIM) have been widely adopted in the Architecture, Engineering, Construction, and Operations (AECO) industry, while a newer niche - City Information Modelling (CIM) has emerged as an extension of BIM for urban informatics. This research proposes a framework that integrates heterogeneous CIM using a multi-level, nested data environment. The CIM is developed through a network of BIM models synchronized into a Geographic Information Systems (GIS) interface. The individual BIM models are blockchain-enabled by connecting them to a distributed ledger and shared across a network of project collaborators using a Common Data Environment (CDE) in a Building Level Framework.. The resulting CIM from the network of BIM models is shared between the asset owners in a City Level Framework. Use case scenarios are presented to illustrate the application of the research in real life, and research limitations are discussed. The study aims to improve management of buildings and urban assets, providing a more efficient and secure platform for collaboration and data sharing through a blockchain-CIM integration, providing opportunities for further research in digital modelling and smart technologies.
十多年来,数字建模已经超越了几何表示,使用现实生活中的属性进行更高级的基于对象的建模。数字技术,特别是建筑信息模型(BIM)已经广泛应用于建筑、工程、建设和运营(AECO)行业,而城市信息模型(CIM)作为BIM在城市信息学领域的延伸已经出现。本研究提出了一个使用多级嵌套数据环境集成异构CIM的框架。CIM是通过与地理信息系统(GIS)接口同步的BIM模型网络开发的。通过将单个BIM模型连接到分布式账本,并使用建筑级框架中的公共数据环境(CDE)在项目合作者网络中共享,从而实现了区块链。在城市级框架中,由BIM模型网络生成的CIM在资产所有者之间共享。用例场景说明了研究在现实生活中的应用,并讨论了研究的局限性。该研究旨在改善建筑物和城市资产的管理,通过区块链- cim集成为协作和数据共享提供更高效、更安全的平台,为数字建模和智能技术的进一步研究提供机会。
{"title":"Blockchain and City Information Modeling (CIM): A New Approach of Transparency and Efficiency","authors":"Oluwatoyin Lawal, Nawari O. Nawari","doi":"10.36680/j.itcon.2023.037","DOIUrl":"https://doi.org/10.36680/j.itcon.2023.037","url":null,"abstract":"For over a decade, digital modelling has transcended geometric representations to more advanced object-based modelling using real-life attirbutes. Digital technologies, especially Building Information Modelling (BIM) have been widely adopted in the Architecture, Engineering, Construction, and Operations (AECO) industry, while a newer niche - City Information Modelling (CIM) has emerged as an extension of BIM for urban informatics. This research proposes a framework that integrates heterogeneous CIM using a multi-level, nested data environment. The CIM is developed through a network of BIM models synchronized into a Geographic Information Systems (GIS) interface. The individual BIM models are blockchain-enabled by connecting them to a distributed ledger and shared across a network of project collaborators using a Common Data Environment (CDE) in a Building Level Framework.. The resulting CIM from the network of BIM models is shared between the asset owners in a City Level Framework. Use case scenarios are presented to illustrate the application of the research in real life, and research limitations are discussed. The study aims to improve management of buildings and urban assets, providing a more efficient and secure platform for collaboration and data sharing through a blockchain-CIM integration, providing opportunities for further research in digital modelling and smart technologies.","PeriodicalId":51624,"journal":{"name":"Journal of Information Technology in Construction","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135540090","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Blockchain and City Information Modeling (CIM): A New Approach of Transparency and Efficiency 区块链与城市信息模型(CIM):透明与效率的新途径
Q1 Engineering Pub Date : 2023-11-07 DOI: 10.36680/j.itcon.2023.37
Oluwatoyin Lawal, Nawari O. Nawari
For over a decade, digital modelling has transcended geometric representations to more advanced object-based modelling using real-life attirbutes. Digital technologies, especially Building Information Modelling (BIM) have been widely adopted in the Architecture, Engineering, Construction, and Operations (AECO) industry, while a newer niche - City Information Modelling (CIM) has emerged as an extension of BIM for urban informatics. This research proposes a framework that integrates heterogeneous CIM using a multi-level, nested data environment. The CIM is developed through a network of BIM models synchronized into a Geographic Information Systems (GIS) interface. The individual BIM models are blockchain-enabled by connecting them to a distributed ledger and shared across a network of project collaborators using a Common Data Environment (CDE) in a Building Level Framework.. The resulting CIM from the network of BIM models is shared between the asset owners in a City Level Framework. Use case scenarios are presented to illustrate the application of the research in real life, and research limitations are discussed. The study aims to improve management of buildings and urban assets, providing a more efficient and secure platform for collaboration and data sharing through a blockchain-CIM integration, providing opportunities for further research in digital modelling and smart technologies.
十多年来,数字建模已经超越了几何表示,使用现实生活中的属性进行更高级的基于对象的建模。数字技术,特别是建筑信息模型(BIM)已经广泛应用于建筑、工程、建设和运营(AECO)行业,而城市信息模型(CIM)作为BIM在城市信息学领域的延伸已经出现。本研究提出了一个使用多级嵌套数据环境集成异构CIM的框架。CIM是通过与地理信息系统(GIS)接口同步的BIM模型网络开发的。通过将单个BIM模型连接到分布式账本,并使用建筑级框架中的公共数据环境(CDE)在项目合作者网络中共享,从而实现了区块链。在城市级框架中,由BIM模型网络生成的CIM在资产所有者之间共享。用例场景说明了研究在现实生活中的应用,并讨论了研究的局限性。该研究旨在改善建筑物和城市资产的管理,通过区块链- cim集成为协作和数据共享提供更高效、更安全的平台,为数字建模和智能技术的进一步研究提供机会。
{"title":"Blockchain and City Information Modeling (CIM): A New Approach of Transparency and Efficiency","authors":"Oluwatoyin Lawal, Nawari O. Nawari","doi":"10.36680/j.itcon.2023.37","DOIUrl":"https://doi.org/10.36680/j.itcon.2023.37","url":null,"abstract":"For over a decade, digital modelling has transcended geometric representations to more advanced object-based modelling using real-life attirbutes. Digital technologies, especially Building Information Modelling (BIM) have been widely adopted in the Architecture, Engineering, Construction, and Operations (AECO) industry, while a newer niche - City Information Modelling (CIM) has emerged as an extension of BIM for urban informatics. This research proposes a framework that integrates heterogeneous CIM using a multi-level, nested data environment. The CIM is developed through a network of BIM models synchronized into a Geographic Information Systems (GIS) interface. The individual BIM models are blockchain-enabled by connecting them to a distributed ledger and shared across a network of project collaborators using a Common Data Environment (CDE) in a Building Level Framework.. The resulting CIM from the network of BIM models is shared between the asset owners in a City Level Framework. Use case scenarios are presented to illustrate the application of the research in real life, and research limitations are discussed. The study aims to improve management of buildings and urban assets, providing a more efficient and secure platform for collaboration and data sharing through a blockchain-CIM integration, providing opportunities for further research in digital modelling and smart technologies.","PeriodicalId":51624,"journal":{"name":"Journal of Information Technology in Construction","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135476716","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Mitigating product data management challenges in the wooden single-family house industry 减轻木制独栋住宅行业的产品数据管理挑战
Q1 Engineering Pub Date : 2023-11-07 DOI: 10.36680/j.itcon.2023.039
Alexander Vestin, Kristina Säfsten, Djordje Popovic
The housing industry faces challenges in product data management, resulting in negative effects on productivity, efficiency, and quality. The purpose of the study presented in this paper is to elaborate on requirements and functions of a support system to mitigate challenges with product data management in the wooden single-family house industry. As a support system, a pilot product lifecycle management (PLM) system was developed with functions to fulfill the requirements. The support system was installed and tested in a real-world setting, a wooden single-family house company, Company T. The paper contributes with the insights that a PLM system for industrialized house building can be developed, fulfilling the requirements in this specific industry. The functions developed were perceived to have value and could, for Company T, mitigate their challenges with product data management. The support system facilitate integration between the pilot PLM system, the building information modeling tool and the enterprise resource planning system at Company T. Based on the study carried out, the paper concludes that a PLM system is feasible, and that it might be a way to mitigate challenges with product data management in the wooden single-family house industry.
住房行业在产品数据管理方面面临挑战,对生产力、效率和质量产生负面影响。本文提出的研究目的是详细阐述支持系统的需求和功能,以减轻木制独栋住宅行业产品数据管理的挑战。作为支持系统,开发了具有满足需求功能的产品生命周期管理(PLM)试点系统。支撑系统是在一个真实的环境中安装和测试的,一个木制的单户住宅公司,t公司。本文提供了一个工业化住宅建筑的PLM系统,可以开发出来,满足这个特定行业的要求。开发的功能被认为是有价值的,对于T公司来说,可以减轻他们在产品数据管理方面的挑战。该支持系统促进了t公司试点PLM系统、建筑信息建模工具和企业资源规划系统之间的集成。基于所进行的研究,本文得出结论,PLM系统是可行的,并且它可能是缓解木制独栋房屋行业产品数据管理挑战的一种方法。
{"title":"Mitigating product data management challenges in the wooden single-family house industry","authors":"Alexander Vestin, Kristina Säfsten, Djordje Popovic","doi":"10.36680/j.itcon.2023.039","DOIUrl":"https://doi.org/10.36680/j.itcon.2023.039","url":null,"abstract":"The housing industry faces challenges in product data management, resulting in negative effects on productivity, efficiency, and quality. The purpose of the study presented in this paper is to elaborate on requirements and functions of a support system to mitigate challenges with product data management in the wooden single-family house industry. As a support system, a pilot product lifecycle management (PLM) system was developed with functions to fulfill the requirements. The support system was installed and tested in a real-world setting, a wooden single-family house company, Company T. The paper contributes with the insights that a PLM system for industrialized house building can be developed, fulfilling the requirements in this specific industry. The functions developed were perceived to have value and could, for Company T, mitigate their challenges with product data management. The support system facilitate integration between the pilot PLM system, the building information modeling tool and the enterprise resource planning system at Company T. Based on the study carried out, the paper concludes that a PLM system is feasible, and that it might be a way to mitigate challenges with product data management in the wooden single-family house industry.","PeriodicalId":51624,"journal":{"name":"Journal of Information Technology in Construction","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135540980","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Journal of Information Technology in Construction
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
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
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1