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Correction to: Predicting shear strength of CFS channels with slotted webs by machine learning models 修正:用机器学习模型预测带槽腹板的CFS通道的抗剪强度
Pub Date : 2023-11-03 DOI: 10.1007/s44150-023-00105-9
Vitaliy Degtyarev
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引用次数: 0
Exploring text-to-image application in architectural design: insights and implications 探索建筑设计中文本到图像的应用:见解和启示
Pub Date : 2023-10-27 DOI: 10.1007/s44150-023-00103-x
Zaina M. Albaghajati, Donia M. Bettaieb, Raif B. Malek

This study explores the potential of employing AI, particularly text-to-image generators, in the architectural design process. It addresses three main research questions: (1) How do designers utilize text-to-image generative models in architectural design practices? (2) From a designer's perspective, what are the most significant limitations and potential threats associated with using text-to-image generative models? (3) What is the role of text-to-image generative models in enriching the design process? Using a qualitative research method, semi-structured interviews were conducted with sixteen experienced architectural designers who had recently incorporated text-to-image generative models into their practice and toolkits. The findings reveal that these models have the potential to enhance creativity, visualization, and imagination, particularly in the early design stages. However, participants also identified difficulties, limitations, and potential threats, emphasizing the need to improve the tools further to fit the architectural design field. The results of this study are demonstrated as a matrix that illustrates the different tools used by architects and designers during the design process and the addition of text-to-image models to these tools. Moreover, the research findings are summarized using a SWOT analysis, outlining the strengths, weaknesses, opportunities, and threats associated with incorporating text-to-image generative models in architectural design. This study will help designers in the architectural design field, including professionals, academics, and students, to boost their creative process when designing projects and empower them to be more productive in their specializations by facilitating the augmentation, exploration, and experimentation of new ideas.

本研究探讨了在建筑设计过程中使用人工智能的潜力,特别是文本到图像生成器。它解决了三个主要的研究问题:(1)设计师如何在建筑设计实践中利用文本到图像的生成模型?(2)从设计师的角度来看,使用文本到图像生成模型最重要的限制和潜在威胁是什么?(3)文本-图像生成模型在丰富设计过程中的作用是什么?采用定性研究方法,对16位经验丰富的建筑设计师进行了半结构化访谈,他们最近将文本到图像的生成模型纳入了他们的实践和工具包中。研究结果表明,这些模型具有增强创造力、可视化和想象力的潜力,特别是在早期设计阶段。然而,参与者也发现了困难、限制和潜在的威胁,强调需要进一步改进工具以适应建筑设计领域。本研究的结果以矩阵的形式展示,展示了建筑师和设计师在设计过程中使用的不同工具,以及在这些工具中添加的文本到图像模型。此外,使用SWOT分析总结了研究结果,概述了在建筑设计中结合文本到图像生成模型的优势、劣势、机会和威胁。这项研究将帮助建筑设计领域的设计师,包括专业人士、学者和学生,在设计项目时促进他们的创作过程,并通过促进新想法的扩展、探索和实验,使他们在专业领域更富有成效。
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引用次数: 0
A comprehensive review of the application of waste tire rubber in concrete/mortar as fine aggregate replacement 全面回顾废轮胎橡胶作为细骨料替代物在混凝土/砂浆中的应用
Pub Date : 2023-10-26 DOI: 10.1007/s44150-023-00102-y
Kamrul Hasan, Md Mafuzur Rahaman, Muaz Bin Ali, Mst. Arefin Jannat Urmi, Noshin Anjum Fariha, Md. Toriqule Islam, Tahmina Tasnim Nahar, Fadzil Mat Yahaya

With the tremendous increase of automobiles nowadays, the disposal of waste tire rubber has become a prime environmental concern, presenting a vast ecological hazard in all parts of the world. One of the potential solutions is using waste tire rubber into concrete/mortar to replace fine aggregate, which reduces the consumption of raw materials, resulting in increased economic efficiency and long-term growth in the construction industry. Based on previous research, this paper reviews and summarizes waste rubber's fresh properties, mechanical properties, durability, and electrical resistivity as the partial fine aggregate substitution in mortar/concrete. The results indicate that concrete containing crumb rubber (CR) reduces workability and fresh density. However, it can be improved by adding large sizes of rubber particles. Concrete's mechanical properties tend to decrease as the CR concentration rises. Therefore, treated CR particles, fibers, and additional binders can increase the mechanical properties of concrete materials. Moreover, the proper CR concentration exhibits high freeze–thaw resistance, water absorption and permeability, concrete shrinkage, electrical resistance, abrasion resistance, carbonation, chloride ion resistance, and resistance to acid and sulphate attack. Additionally, the chemical treatment of rubber aggregates has proved to be an effective and practical means of compensating for the loss of durability and mechanical strength of concrete containing rubber.

随着汽车保有量的急剧增加,废旧轮胎橡胶的处理已成为一个首要的环境问题,在世界各地造成了巨大的生态危害。其中一个潜在的解决方案是在混凝土/砂浆中使用废轮胎橡胶来替代细骨料,从而减少原材料的消耗,提高经济效益,促进建筑行业的长期发展。本文在前人研究的基础上,回顾并总结了废橡胶作为砂浆/混凝土中部分细骨料替代品的新鲜特性、机械特性、耐久性和电阻率。结果表明,含有橡胶屑(CR)的混凝土会降低工作性和新拌密度。然而,通过添加大尺寸的橡胶颗粒可以改善其性能。混凝土的机械性能往往会随着 CR 浓度的增加而降低。因此,经过处理的 CR 颗粒、纤维和额外的粘合剂可以提高混凝土材料的机械性能。此外,适当浓度的 CR 还具有较高的抗冻融性、吸水性和渗透性、混凝土收缩性、抗电性、耐磨性、碳化性、抗氯离子性以及抗酸和硫酸盐侵蚀性。此外,对橡胶骨料进行化学处理已被证明是一种有效而实用的方法,可弥补含橡胶混凝土耐久性和机械强度的损失。
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引用次数: 0
Editorial: Special Issue: Applications of Artificial Intelligence and Machine Learning in architecture, structures and construction 社论:特刊:人工智能和机器学习在建筑、结构和施工中的应用
Pub Date : 2023-10-25 DOI: 10.1007/s44150-023-00104-w
M. Z. Naser, Vitaliy V. Degtyarev
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引用次数: 0
Implementation of parametric modeling to design Miura origami-inspired canopy toward adaptive urban habitat 实施参数建模,设计三浦折纸启发式天篷,打造适应性强的城市栖息地
Pub Date : 2023-09-20 DOI: 10.1007/s44150-023-00100-0
Zhixiong Huang, Zhiwei Chen, Lu Zhu, Guangyi Xie, Yutian Hua, Dongdong Zhao, Nan Hu

The search for efficient and elegant geometric forms is always the center of structural design. With advances in parametric modeling, countless geometric forms can be generated for architects and engineers. This powerful digital tool is applicable to the design of many structural systems, in particular modular structures. This technical note develops and implements a general framework of the design, parametric modeling, and manufacturing for modular structures based on the modification of a classic Miura origami pattern. Guided by the geometric analysis, we compared three modified Miura origami units and tessellations. A representative origami-based canopy with varying angles in the Hcircumferential direction was designed through the proposed framework and numerically simulated to evaluate the kinematic and structural behavior. Finally, a meter-scale canopy prototype was constructed with digitally fabricated modular thick panels and assembled rapidly on the site. We envision that the proposed framework using parametric modeling can enable diverse designs and applications of origami-inspired deployable structures that can be later integrated into the development of adaptive and responsive structures in the future.

追求高效、优雅的几何形状始终是结构设计的核心。随着参数化建模技术的进步,建筑师和工程师可以生成无数的几何形状。这种强大的数字工具适用于许多结构系统的设计,尤其是模块化结构。本技术说明基于对经典三浦折纸图案的修改,开发并实施了模块化结构设计、参数化建模和制造的总体框架。在几何分析的指导下,我们比较了三种经修改的三浦折纸单元和网格。通过提出的框架设计了一个在 Hcircumferential 方向上具有不同角度的代表性折纸天篷,并对其进行了数值模拟,以评估其运动学和结构行为。最后,我们用数字化制造的模块化厚板建造了一个一米级的顶篷原型,并在现场快速组装。我们认为,所提出的参数化建模框架可以实现折纸启发的可部署结构的多样化设计和应用,并在未来与自适应和响应式结构的开发相结合。
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引用次数: 0
Environmentally sustainable construction by mitigating embodied carbon emissions of large-scale projects: a study on off-site practices on high-rise buildings 通过减少大型项目的内含碳排放量实现环境可持续建设:关于高层建筑场外做法的研究
Pub Date : 2023-09-09 DOI: 10.1007/s44150-023-00099-4
Zaid Khalaf Raqqad

This research paper aims to investigate the environmental sustainability of high-rise buildings through off-site construction practices. The paper begins with a literature review of climate change, carbon emissions, and construction practices, followed by a detailed analysis of off-site construction and its potential to reduce embodied carbon emissions. The research methodology involves case studies of both experimental and real on-site investigated projects and academic research studies, and a survey questionnaire. The case studies are examined intensively in terms of environmental sustainability, with a focus on embodied carbon emissions. The same as for the quantitative survey. The findings of this research paper will contribute to the development of sustainable construction practices and provide solutions for sustainable construction projects. The research motivation is established by the projected global population increase to 9 billion by 2050, coupled with climate change goals, which emphasized the need to address environmental sustainability and energy efficiency in construction. The construction industry is recognized as a significant contributor to greenhouse gas emissions and their consequences. The research aims to address knowledge gaps in the field of sustainable construction. These gaps include a lack of standardized measurements and calculations for embodied carbon in construction projects, particularly in comparison to operational carbon. Uncertainties related to transportation and storage, especially in off-site methods, have not been thoroughly explored, leading to increased emissions in certain areas like reinforced concrete, despite the use of prefabrication. The research seeks to narrow down and fill these gaps and uncertainties, adapting them to different project types and materials. Additionally, the overlap between the optimization process and sustainability is examined, as they are sometimes considered the same and other times in conflict. The mission of the research is to identify these knowledge gaps, explore existing solutions, and analyse the findings. The findings suggest that off-site construction can contribute to the reduction of embodied carbon emissions in the construction industry. The paper also highlights the need for a balanced approach that considers environmental, social, and economic factors in the design stage of high-rise buildings. Overall, the paper contributes to the development of sustainable construction practices and provides solutions for sustainable construction projects.

本研究论文旨在通过非现场施工实践调查高层建筑的环境可持续性。论文首先对气候变化、碳排放和建筑实践进行了文献综述,然后详细分析了非现场施工及其减少内含碳排放的潜力。研究方法包括对实验项目和实际现场调查项目、学术研究以及调查问卷进行案例研究。案例研究从环境可持续性的角度进行了深入研究,重点关注内含碳排放量。与定量调查相同。本研究论文的结论将有助于可持续建筑实践的发展,并为可持续建筑项目提供解决方案。预计到 2050 年,全球人口将增至 90 亿,再加上气候变化的目标,强调了在建筑业中解决环境可持续性和能源效率问题的必要性,从而确立了研究动机。建筑业被认为是温室气体排放及其后果的重要贡献者。这项研究旨在填补可持续建筑领域的知识空白。这些差距包括缺乏对建筑项目中体现碳的标准化测量和计算,特别是与运营碳的比较。与运输和储存有关的不确定性,尤其是非现场方法,尚未得到深入探讨,导致某些领域(如钢筋混凝土)的排放量增加,尽管使用了预制方法。这项研究旨在缩小并填补这些空白和不确定性,使其适应不同的项目类型和材料。此外,还研究了优化过程与可持续发展之间的重叠,因为它们有时被认为是相同的,有时则相互冲突。研究的任务是找出这些知识差距,探索现有的解决方案,并对研究结果进行分析。研究结果表明,非现场施工有助于减少建筑行业的内含碳排放量。论文还强调了在高层建筑设计阶段考虑环境、社会和经济因素的平衡方法的必要性。总之,本文有助于可持续建筑实践的发展,并为可持续建筑项目提供了解决方案。
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引用次数: 0
Review of Construction Automation and Robotics Practices in Indonesian Construction State-Owned Enterprises: Position in Project Life Cycle, Gap to Best Practice and Potential Uses 回顾印尼国有建筑企业的建筑自动化和机器人实践:在项目生命周期中的位置,最佳实践的差距和潜在用途
Pub Date : 2023-08-17 DOI: 10.1007/s44150-023-00098-5
Yongki Alexander Tanne, Ni Luh Ayu Indrayani

Construction Automation and Robotics is the anticipated technology to overcome productivity issues and work accidents. This research aims to analyze the implementation of Construction Automation and Robotics at Indonesian Construction SOEs from the perspective of real project implementation based on project life cycle, comparison with best practices, and potential uses, through the qualitative-comparative analysis of the literature as well as questionnaires and in-depth interviews. It attempts to report how this technology is implemented in Indonesia as a comparison tool for other countries. This research identifies that seven Indonesian Construction SOEs have been using Construction Automation and Robotics technology, where Drones, Virtual Reality, and Prefabrication and Modularization are the most popular and mostly implemented in the construction phase. Compared to best practices, those implementations are still in the adoption stage. It has not reached its full potential through the development stage due to insufficient collaboration between contractors, technology companies, and universities. Although the construction market in Indonesia has not directly demanded in-project applications, this technology is potentially considered to improve the completion of construction projects, especially the interaction prospects of Digital Twin and BIM. This study provides complete positional information on Construction Automation and Robotics type in the project life cycle in theory and practice as a benchmark for construction technology research. This study fills the research gap and pioneers Indonesia’s Construction Automation and Robotics implementation research in international journals by providing the latest and comprehensive overview and comparing it to good practices from the USA and China.

建筑自动化和机器人技术有望解决生产力问题和工伤事故。本研究旨在通过对文献的定性比较分析、问卷调查和深度访谈,从项目生命周期、与最佳实践的比较和潜在用途的实际项目实施角度,分析印尼建筑业国有企业的施工自动化和机器人技术的实施情况。它试图报告这项技术是如何在印度尼西亚实施的,作为其他国家的比较工具。这项研究表明,七家印尼建筑国有企业一直在使用建筑自动化和机器人技术,其中无人机、虚拟现实、预制和模块化是最受欢迎的,并且大多在施工阶段实施。与最佳实践相比,这些实现仍处于采用阶段。由于承包商、科技公司和大学之间的合作不足,它在整个开发阶段还没有充分发挥潜力。尽管印尼建筑市场在项目应用中没有直接需求,但这项技术有可能被认为可以提高建筑项目的完成率,尤其是数字孪生和BIM的互动前景。本研究在理论和实践上提供了工程生命周期中建筑自动化和机器人类型的完整位置信息,作为建筑技术研究的基准。本研究通过提供最新、全面的概述并与美国和中国的良好实践进行比较,填补了研究空白,并在国际期刊上开创了印度尼西亚建筑自动化和机器人实施研究的先河。
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引用次数: 0
Performance characteristics of sugarcane bagasse ash and quarry dust in concrete 蔗渣灰和石料粉尘在混凝土中的性能特性
Pub Date : 2023-08-10 DOI: 10.1007/s44150-023-00096-7
S. Sai Charan, Subhashish Dey, V. V. Praveen Kumar, T. Sireesha

India is one of the countries with the strongest agricultural production, hence leading to accumulation of the wastes and therefore leading pollution to the environment. Researchers are using different methods for using this agricultural and industrial waste by-products for construction purposes to safeguard natural sources like limestone, and river sand. By utilizing these materials in the construction sector, the material cost can be brought down to some extent and it also helps the environment to be free from pollution. This research paper object to the usage of Sugar Cane Bagasse Ash (SCBA) (Agricultural Waste) and Quarry Dust (Q.D) (Industrial Waste) as a partial substitution for cement and sand respectively to reduce the scarcity of the limestone and river sand. SCBA was replaced with cement in different levels of replacements 5%, 10%, 15%, 20%, 25%, 30%, 35%, and 40% respectively. The different tests were done to find out the performance of the concrete and the results were compared with the conventional mix. SEM analysis was done to find out the particle dimensions and composition of the materials. The compressive strength of the specimens was increased upto the level of 35% and then it was noticed that the strength got decreased. The content of SCBA got decreased beyond 35% due to the material characterization and relatively more voids in the preparation of concrete specimens, resulting in the reduction of density of concrete. So that the test results are proven that the SCBA can be replaced by 35% (Optimum level).

印度是农业生产最强的国家之一,因此导致了废物的积累,从而导致了环境污染。研究人员正在使用不同的方法将这种农业和工业废物副产品用于建筑目的,以保护石灰石和河砂等自然资源。通过在建筑领域使用这些材料,可以在一定程度上降低材料成本,也有助于环境免受污染。本文反对使用甘蔗甘蔗渣(SCBA)(农业废弃物)和采石场粉尘(Q.D)(工业废弃物)分别作为水泥和沙子的部分替代品,以减少石灰石和河砂的稀缺性。分别用水泥替代5%、10%、15%、20%、25%、30%、35%和40%的SCBA。进行了不同的试验,以了解混凝土的性能,并将结果与常规配合比进行了比较。通过扫描电镜分析,确定了材料的颗粒尺寸和组成。试件抗压强度提高到35%后,强度开始下降。由于材料特性和混凝土试样制备过程中相对较多的空隙,SCBA的含量降低了35%以上,导致混凝土密度降低。试验结果证明,SCBA可替代35%(最佳水平)。
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引用次数: 0
Evaluating effects of an open educational resource on improving performance of students in BIM courses 评估开放教育资源对提高学生在BIM课程中的表现的影响
Pub Date : 2023-08-09 DOI: 10.1007/s44150-023-00095-8
Atefe Makhmalbaf

Despite widespread enthusiasm, there is little research on the performance of students, especially architecture students, in courses offered with open educational resources (OERs). The objective of this research is to develop and adopt an open educational resource (i.e., an open web-based multimedia platform) for teaching an architecture course and assess the effects of the open educational resource on improving the performance of architecture students. The building information modeling (BIM) course, taught to architecture, engineering, and construction students at the University of Texas at Arlington, was selected as the testbed. This study aimed to comparatively examine the performance of architecture, engineering, and construction students in the BIM course before and after adopting the open educational resource. Hypothesis tests were performed to compare the averages of students’ project and overall grades in two semesters that the BIM course was offered with and without the open educational resource. Analysis of Variance (ANOVA) and Analysis of Covariance (ANCOVA) tests were used to assess the potential main and interaction effects of the open educational resource and control variables (i.e., GPA, major, employment status, family background, field experience, effort level, and past BIM experience) on the students’ overall or project grades. The averages of project and overall grades were improved in the semester that the open educational resource was provided. The results of t-tests show that these improvements in the average project and overall grades have been statistically significant. The results of ANOVA and ANCOVA tests show that the open educational resource was a significant factor in improving average overall and project grades even after considering the effects of the control variables. It is expected that the open educational resource helps architecture students succeed in the Building Information Modeling course, which is an essential component of a modern architecture curriculum.

尽管广泛的热情,很少有关于学生,特别是建筑系学生在开放教育资源(OERs)提供的课程中的表现的研究。本研究的目的是开发和采用开放的教育资源(即开放式的基于网络的多媒体平台)来教授建筑课程,并评估开放教育资源对提高建筑系学生成绩的影响。建筑信息模型(BIM)课程被选为测试平台,该课程面向位于阿灵顿的德克萨斯大学建筑、工程和建筑专业的学生。本研究旨在比较采用开放式教育资源前后建筑、工程、建设专业学生在BIM课程中的表现。我们进行了假设检验,以比较在有和没有开放教育资源的情况下提供BIM课程的两个学期中学生的项目和总体成绩的平均值。采用方差分析(ANOVA)和协方差分析(ANCOVA)检验来评估开放教育资源和控制变量(即GPA、专业、就业状况、家庭背景、实地经验、努力程度和过去BIM经验)对学生整体或项目成绩的潜在主效应和交互效应。在提供开放教育资源的学期中,学生的项目平均成绩和综合成绩都有所提高。t检验的结果表明,这些改进在平均项目和整体成绩已统计显著。方差分析(ANOVA)和方差分析(ANCOVA)的结果表明,即使在考虑控制变量的影响后,开放教育资源也是提高平均总体成绩和项目成绩的重要因素。期望开放的教育资源能帮助建筑系学生在建筑信息建模课程中取得成功,这是现代建筑课程的重要组成部分。
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引用次数: 0
Correction to: 3D-printed sound absorbers: compact and customisable at broadband frequencies 校正:3d打印吸音器:紧凑和可定制的宽带频率
Pub Date : 2023-08-04 DOI: 10.1007/s44150-023-00097-6
F. Setaki, F. Tian, Michela Turrin, M. Tenpierik, L. Nijs, A. van Timmeren
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引用次数: 0
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Architecture, Structures and Construction
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