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Microstructural characterization of CO2-cured calcium silicate cement 二氧化碳固化硅酸钙水泥的微结构表征
IF 6.2 2区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2024-08-10 DOI: 10.1016/j.dibe.2024.100518
Amanuel Bersisa , Ki-Yeon Moon , G.M. Kim , Jin-Sang Cho , Solmoi Park

Calcium silicate cement (CSC) is a non-hydraulic cement that solidifies in moist conditions with CO2 curing. To contribute to the standardization of CSC, the material has been produced locally, and the microstructural characterization of the carbonation products of CSC samples with water-to-cement (W/C) ratios of 0.35, 0.4 and 0.45 at 10% CO2 concentration using XRD, 29Si MAS NMR, 1H NMR and compressive strength tests. CSC primarily consists of Q0, Q1 and Q2 silica species, among which β-C2S and β-CS exhibit higher reactivity to CO2 curing. The obtained results confirm the presence of calcite and amorphous phases as the main carbonation products, which become more prominent with an elapse in CO2 curing. The CO2 uptake of CSC samples with a W/C ratio of 0.45 was 8 g per 100 g binder, although a higher W/C ratio induced a relatively larger capillary and gel pore width, consequently reducing the strength of CSC.

硅酸钙水泥(CSC)是一种在潮湿条件下通过二氧化碳固化的非液压水泥。为了促进硅酸钙水泥的标准化,我们在当地生产了这种材料,并使用 XRD、29Si MAS NMR、1H NMR 和抗压强度测试对水灰比(W/C)为 0.35、0.4 和 0.45、二氧化碳浓度为 10% 的硅酸钙水泥样品的碳化产物进行了微观结构表征。CSC 主要由 Q0、Q1 和 Q2 三种二氧化硅组成,其中 β-C2S 和 β-CS 对二氧化碳固化具有更高的反应活性。所获得的结果证实,方解石和无定形相是主要的碳化产物,随着二氧化碳固化时间的推移,它们变得更加突出。W/C 比为 0.45 的 CSC 样品的二氧化碳吸收量为每 100 克粘结剂 8 克,但 W/C 比越高,毛细管和凝胶孔宽度相对越大,从而降低了 CSC 的强度。
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引用次数: 0
Sustainability and durability performance evaluation of geopolymer concrete with industrial effluent as alternative to conventional river sand 用工业废水替代传统河砂的土工聚合物混凝土的可持续性和耐久性能评估
IF 6.2 2区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2024-08-08 DOI: 10.1016/j.dibe.2024.100517
Balamurali Kanagaraj , N. Anand , Eva Lubloy

Due to infrastructural development activities, the need for the construction materials increases, because of which most of the naturally available natural resources are over exploited and the cost of construction materials are increased. Therefore, the present study focuses on the use of industrial by-products for the development of concrete and examines the physical, mechanical, durability and sustainable performances. Fly ash (FA) and ground granulated blast furnace slag (GGBS) were employed as binder medium and the industrial effluent sodium silicate waste was used to replace the conventional river sand in the geopolymer concrete (GPC). GGBS was employed as source material for the production of concrete to increase the polymerization reaction process and further, the developed concrete was cured in the ambient condition of temperature range 27 ± 2 °C, in the laboratory. The concentration of the sodium hydroxide (NaOH) in the present study was 12M, and the alkaline solution ratio was 1:1.5. During the production process of sodium silicate solution in the factory, the residue left at the bottom of the boiling hopper were dumped as waste in the open land. GPC gains its strength based on the alumina and silica in the source material and alkaline activator solution, therefore, this industrial waste residue was identified as potential alternative to conventional river sand. The concrete with and without effluent was subjected to two types of acid (Sulfuric acid (H2SO4) and Hydrochloric acid (HCl)) and further to examine the performance of concrete under marine condition, two types of salt solutions, namely, magnesium sulfate (MgSO4) and Sodium Chloride (NaCl) were used, the concentration of acids employed in the present study is 2% and the marine solution is 3.5%. Increase in the proportion of effluent from 0% to 100% decreases the slump value of the concrete. Contrastingly, increasing the proportion of effluent increases the strength of GPC after 28-d of room temperature curing. To examine the performance of the concrete under acidic and marine conditions, average of three concrete specimens were employed and the duration of exposure was considered in the present study starts from 28-d and continues till 360-d. After exposing to acidic environment, mass loss, strength loss and surface modification were examined; the loss in mass was found to be 1.5–3% and the strength loss was found to be 35%–45%. In the case of salt solution exposure, the loss in mass was seen to be 1–2% and whereas in the case of strength, the loss was found to be 30%–42%, respectively. Further, the sustainability aspects of the concrete with industrial effluents were examined in detail; focusing on economic value of the concrete, carbon emission and energy demand during the production of concrete.

由于基础设施建设活动的开展,对建筑材料的需求不断增加,因此大部分天然资源被过度开采,建筑材料的成本也随之增加。因此,本研究侧重于利用工业副产品来开发混凝土,并考察其物理、机械、耐久性和可持续性能。粉煤灰(FA)和磨细高炉矿渣(GGBS)被用作粘结介质,工业废水硅酸钠废料被用来替代土工聚合物混凝土(GPC)中的传统河砂。GGBS 被用作生产混凝土的原料,以增加聚合反应过程。本研究中氢氧化钠(NaOH)的浓度为 12M,碱性溶液比例为 1:1.5。在工厂生产硅酸钠溶液的过程中,留在沸腾料斗底部的残渣作为废物倾倒在空地上。GPC 的强度取决于原材料和碱性活化剂溶液中的氧化铝和二氧化硅,因此,这种工业废渣被认为是传统河砂的潜在替代品。为了进一步检验混凝土在海洋条件下的性能,使用了两种盐溶液,即硫酸镁 (MgSO4) 和氯化钠 (NaCl),本研究中使用的酸的浓度为 2%,海洋溶液的浓度为 3.5%。污水比例从 0% 增加到 100% 会降低混凝土的坍落度值。相反,在室温养护 28 天后,增加污水比例会提高 GPC 的强度。为了检验混凝土在酸性和海洋条件下的性能,本研究采用了平均三个混凝土试样,暴露时间从 28 天开始,一直持续到 360 天。暴露于酸性环境后,对质量损失、强度损失和表面改性进行了检测;发现质量损失为 1.5%-3%,强度损失为 35%-45%。在接触盐溶液的情况下,质量损失为 1-2%,强度损失为 30%-42%。此外,还详细研究了使用工业废水的混凝土的可持续性问题,重点是混凝土的经济价值、碳排放和混凝土生产过程中的能源需求。
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引用次数: 0
Enhancing building robustness through a fuse-based segmentation framework 通过基于熔丝的分段框架增强建筑稳健性
IF 6.2 2区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2024-08-05 DOI: 10.1016/j.dibe.2024.100515
Giacomo Caredda , Nirvan Makoond , Manuel Buitrago , Juan Sagaseta , Marios Chryssanthopoulos , Jose M. Adam

The most widely used design approaches today for improving the robustness of buildings rely on improving continuity within the structural system to ensure that loads supported by failed components can be redistributed to the rest of the system. Although this is effective for small initial failures, it can increase the risk of disproportionate collapse after larger initial failures due to collapsing elements pulling down parts of the structure that would otherwise be unaffected. This form of continuity-enabled collapse propagation can be avoided by dividing a structure into different segments. However, completely separating parts of a building results in lower performance under operational conditions, against lateral loads, and after small initial failures. In fact, the advantages of both continuity and segmentation can be combined through a fuse-based segmentation approach in which predefined segment borders ensure connectivity after small initial failures but separate to isolate collapse after larger initial failures. To ensure that this approach is used effectively to improve the robustness of building structures, a design framework is proposed in this article to systematically consider relevant structural and geometric criteria in order to define suitable segmentation configurations for reinforced concrete and steel framed building structures. An application to a realistic case study is also presented to demonstrate the effectiveness of the proposed framework in enhancing structural robustness.

当今最广泛使用的提高建筑物稳固性的设计方法依赖于提高结构系统内部的连续性,以确保失效构件支撑的荷载可以重新分配到系统的其他部分。虽然这种方法对小规模的初始失效很有效,但在较大的初始失效后,由于坍塌的构件会拉倒结构中原本不受影响的部分,因此可能会增加不成比例的坍塌风险。将建筑结构划分为不同的部分可以避免这种连续性导致的坍塌传播。然而,将建筑物的各个部分完全分开会降低建筑物在运行条件下的性能、抗侧向荷载的能力以及在发生小的初始故障后的性能。事实上,连续性和分段的优点可以通过基于熔断器的分段方法结合起来,其中预先定义的分段边界可确保在小规模初始故障后的连通性,但在较大的初始故障后,分段可隔离坍塌。为确保有效利用这种方法来提高建筑结构的稳健性,本文提出了一个设计框架,系统地考虑相关的结构和几何标准,以便为钢筋混凝土和钢框架建筑结构定义合适的分段配置。文章还介绍了一个实际案例研究的应用,以证明所建议的框架在提高结构稳健性方面的有效性。
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引用次数: 0
Innovative application of micro-drilling for the assessment of decay and remaining mechanical properties of historic wooden foundation piles in Amsterdam 创新应用微型钻孔技术评估阿姆斯特丹历史悠久的木质基桩的腐朽和剩余力学性能
IF 6.2 2区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2024-08-03 DOI: 10.1016/j.dibe.2024.100514
Giorgio Pagella , Geert Ravenshorst , Michele Mirra , Wolfgang Gard , Jan-Willem van de Kuilen

The majority of bridges and quay walls in the centre of Amsterdam are supported by 100–300 years-old wooden foundation piles subjected to bacterial decay. Bacterial degradation proceeds at a slow rate, allowing the piles to perform their function for many years, although causing a reduction of their load-carrying capacity over time. In this study, micro-drilling measurements were employed to capture the amount of decay and remaining short-term compressive strength of the historic wooden piles. The applicability of micro-drilling was studied on 60 wooden piles with various decay levels, retrieved after 100–295 years of service life. An algorithm was developed for analysing the micro-drilling signals, aimed at determining the decayed outer layer of the piles’ cross section, and validated with the results of mechanical testing on the piles. The micro-drilling technique is now used on a large scale in Amsterdam, supporting the assessment of the wooden foundation piles in the city.

阿姆斯特丹市中心的大部分桥梁和码头墙壁都是由有 100-300 年历史的木质基桩支撑的,这些基桩都受到了细菌的侵蚀。细菌降解的速度很慢,因此虽然木桩的承载能力会随着时间的推移而降低,但仍能发挥多年的功能。在这项研究中,采用了微钻测量方法来捕捉历史木桩的腐烂程度和剩余的短期抗压强度。研究人员对 60 根不同腐朽程度的木桩进行了微钻孔测量,这些木桩在使用 100-295 年后被收回。开发了一种用于分析微钻孔信号的算法,旨在确定木桩横截面外层的腐朽程度,并与木桩的机械测试结果进行了验证。微型钻孔技术现已在阿姆斯特丹大规模使用,为该市木质地基桩的评估提供支持。
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引用次数: 0
EEG-based detection of adverse mental state under multi-dimensional unsafe psychology for construction workers at height 基于脑电图的高空建筑工人多维不安全心理下的不良精神状态检测
IF 6.2 2区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2024-08-02 DOI: 10.1016/j.dibe.2024.100513
Zirui Li, Xiaer Xiahou, Gaotong Chen, Shuolin Zhang, Qiming Li

Working at height in construction sites is universal but dangerous, which can directly or indirectly lead to numerous injuries and fatalities. Meanwhile, workers' adverse mental state exerts a significant influence on the occurrence of safety accidents. Recent attempts have been made to precisely detect workers' unsafe psychology using electroencephalogram (EEG) technology. Unfortunately, unidimensional psychological factors considered in previous studies cannot represent complicated mental state. To fill this major knowledge gap, this study proposed a framework for comprehensively considering the effects of multi-dimensional critical unsafe psychology (i.e., fear of height, distraction, and mental fatigue) on workers’ adverse mental state at height. Results show that the four support vector machines (SVMs) achieved excellent performance with 96.33%, 96.75%, 95.50%, and 96.50% accuracy, respectively, when inputting the critical EEG features for adverse mental state assessment, verifying the effectiveness of the proposed framework. In addition, the Gaussian kernel SVM achieved 96.50% accuracy and balanced classification performance, making it most applicable to the development of adverse mental state assessment approach. The framework proposed reveals the complex interactions between unsafe psychology and adverse mental states, enriching the theoretical models of occupational safety and mental health. It provides a more comprehensive perspective on the factors influencing unsafe environments at high altitudes. This offers the possibility for the automatic detection of adverse mental states, contributing to a more proactive approach to safety management in high-altitude operations.

建筑工地高空作业具有普遍性和危险性,可直接或间接导致大量人员伤亡。同时,工人的不良心理状态对安全事故的发生有着重要影响。近年来,人们尝试利用脑电图(EEG)技术精确检测工人的不安全心理。遗憾的是,以往研究中考虑的单维度心理因素无法代表复杂的心理状态。为填补这一重大知识空白,本研究提出了一个框架,以综合考虑多维临界不安全心理(即恐高、注意力分散和心理疲劳)对工人高空不利心理状态的影响。结果表明,在输入关键脑电图特征进行不良心理状态评估时,四种支持向量机(SVM)的准确率分别为 96.33%、96.75%、95.50% 和 96.50%,表现出色,验证了所提框架的有效性。此外,高斯核 SVM 的准确率达到 96.50%,分类性能均衡,最适用于不良精神状态评估方法的开发。所提出的框架揭示了不安全心理与不良心理状态之间复杂的相互作用,丰富了职业安全与心理健康的理论模型。它为影响高海拔地区不安全环境的因素提供了一个更全面的视角。这为自动检测不良心理状态提供了可能,有助于在高空作业中采取更加积极主动的安全管理方法。
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引用次数: 0
Optimisation goals for efficient construction from reused materials towards a circular built environment 利用再利用材料实现高效建筑的优化目标,打造循环型建筑环境
IF 6.2 2区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2024-07-30 DOI: 10.1016/j.dibe.2024.100509
Matthew Gordon, Catherine De Wolf

Building materials that are reused in a circular economy context are often non-standard because previous usage has altered their original properties. Material matching algorithms aid design and construction by matching components in stock with those needed in a design. The efficiency of these matches is assessed based on factors such as waste, logistics, and structural applicability. In this paper, we evaluate the efficacy and practicality for design evolution of construction-relevant optimisation goals. We evaluate goals based on their construction-time and design time results, using a software pipeline optimising both the mapping and design. One design was also constructed based on the optimised matching, to assess additional considerations when working component-specific designs. Based on difficulties and inefficiencies observed during fabrication, we propose two alternate matching strategies and compare their effects on the chosen factors. The study reveals that component allocation systems frequently overlook the need for both contingency planning and redundancy in the construction process. Additionally, inaccuracies in inventory tracking can significantly compromise the feasibility of the planned design. The stability of these design assistive techniques strongly affects their ability to be applied in large-volume projects. This implies the need for a new set of objective factors to be incorporated into existing methods of design optimisation.

在循环经济背景下被重复使用的建筑材料通常是非标准材料,因为之前的使用改变了它们的原始属性。材料匹配算法可将库存部件与设计所需部件进行匹配,从而帮助设计和施工。这些匹配的效率根据废物、物流和结构适用性等因素进行评估。在本文中,我们将评估与施工相关的优化目标在设计演进中的有效性和实用性。我们根据施工时间和设计时间的结果对目标进行评估,并使用软件管道对绘图和设计进行优化。我们还在优化匹配的基础上构建了一个设计,以评估在进行特定组件设计时需要考虑的其他因素。根据在制造过程中观察到的困难和低效率,我们提出了两种不同的匹配策略,并比较了它们对所选因素的影响。研究表明,组件分配系统经常忽略施工过程中对应急计划和冗余的需求。此外,库存跟踪的不准确也会大大影响计划设计的可行性。这些辅助设计技术的稳定性严重影响了它们在大工程项目中的应用能力。这就意味着需要在现有的设计优化方法中加入一套新的目标因素。
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引用次数: 0
Digital twin-enabled synchronized construction management: A roadmap from construction 4.0 towards future prospect 数字双胞胎支持同步施工管理:从建筑 4.0 到未来展望的路线图
IF 6.2 2区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2024-07-26 DOI: 10.1016/j.dibe.2024.100512
Yishuo Jiang , Shuaiming Su , Shuxuan Zhao , Ray Y. Zhong , Waishan Qiu , Miroslaw J. Skibniewski , Ioannis Brilakis , George Q. Huang

Information and automation technologies play a pivotal role in achieving cyber-physical integration within Construction 4.0. In this transformed landscape, the evolution of the construction management paradigm carefully considers the enhancement of business models and organizational structures to prioritize stakeholders’ well-being, environmental sustainability, and heightened resilience. A significant challenge lies in effectively managing and coordinating a myriad of multi-source and heterogeneous entities using information and automation technologies. The key obstacle is synchronizing these elements based on cyber-physical interoperation to optimize multiple objectives seamlessly. Hence synchronization emerges as a crucial factor for orchestrating and sustaining harmonious relationships among multiple entities or activities within a delimited spatial-temporal framework. This ensures seamless and aligned coordination throughout dynamic processes. Therefore, this paper presents a strategic roadmap for the synchronized construction management, derived from a thorough analysis of fundamental elements in Construction 4.0, aimed at advancing the current construction management practices. Moreover, to articulate this synchronization approach systematically, an Orthogonally Synchronized Digital Twin (SDT) model with regular expression is formulated, built upon the proposed roadmap for reshaped construction management. This study provides valuable insights for stakeholders in the construction industry, including architects, engineers, project managers, and policymakers. The findings guide decision-making on digital twin adoption in construction, supporting practitioners to enhance efficiency and improve outcomes, offering a roadmap for industry advancement towards human-centrality, sustainability, and resilience. Future research should focus on validating the proposed roadmap and SDT model in real-world scenarios, exploring synergies between AI and digital twins, and investigating advanced technologies for holistic smart cities management.

信息和自动化技术在实现 "建筑 4.0 "中的网络-物理集成方面发挥着关键作用。在这一变革的环境中,建筑管理模式的演变要仔细考虑业务模式和组织结构的改进,以优先考虑利益相关者的福祉、环境可持续性和更高的复原力。利用信息和自动化技术有效管理和协调大量多源异构实体是一项重大挑战。关键的障碍是在网络-物理互操作的基础上使这些要素同步,从而无缝优化多个目标。因此,同步成为在限定的时空框架内协调和维持多个实体或活动之间和谐关系的关键因素。这可确保在整个动态过程中进行无缝和一致的协调。因此,本文通过对施工 4.0 基本要素的深入分析,提出了同步施工管理的战略路线图,旨在推进当前的施工管理实践。此外,为了系统地阐明这种同步方法,本文还根据所提出的重塑建筑管理路线图,制定了一个具有正则表达式的正交同步数字孪生(SDT)模型。这项研究为建筑行业的利益相关者,包括建筑师、工程师、项目经理和政策制定者提供了宝贵的见解。研究结果为建筑业采用数字孪生技术的决策提供了指导,为从业人员提高效率和改善成果提供了支持,并为行业朝着以人为本、可持续性和复原力的方向发展提供了路线图。未来的研究应侧重于在现实世界场景中验证所提出的路线图和 SDT 模型,探索人工智能与数字孪生之间的协同作用,并研究用于整体智慧城市管理的先进技术。
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引用次数: 0
Development of the holistic quality model and assessment – Integrating the economic quality aspect and establishing an extended interrelation analysis 开发整体质量模型和评估--整合经济质量方面并建立扩展的相互关系分析
IF 6.2 2区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2024-07-26 DOI: 10.1016/j.dibe.2024.100511
Phillip Haag , Laura Balangé , Roberta Di Bari , Kathrin Braun , Julia Weißert , Li Zhang , Volker Schwieger , Philip Leistner , Cordula Kropp , Hans Christian Jünger

A holistic understanding and careful balancing of different quality aspects can support sustainable, evidence-based decisions during the planning and realisation phases of a building. To this end, it is important to consider, whether and to what extent different quality aspects are interrelated in order to assess potential consequences of decisions. For this purpose, the Holistic Quality Model 2.0 is introduced, representing a second iteration of the Holistic Quality Model developed in recent studies. It incorporates two improvements. First, the integration of the economic quality aspect in addition to the technical, environmental and social quality aspects. Second, the development of an extended interrelations methodology to facilitate better identification and quantitative analysis of interrelations. These improvements and a corresponding case study emphasise the shift from the conventional practice of evaluating quality aspects in isolation towards a holistic approach enabling informed decision-making by considering and balancing different quality aspects.

在建筑规划和实施阶段,对不同质量方面的整体理解和谨慎平衡可以支持可持续的、以证据为基础的决策。为此,必须考虑不同质量方面是否以及在多大程度上相互关联,以便评估决策的潜在后果。为此,我们引入了整体质量模型 2.0,这是在近期研究中开发的整体质量模型的第二次迭代。它有两方面的改进。首先,除了技术、环境和社会质量方面,还纳入了经济质量方面。其次,开发了一种扩展的相互关系方法,以便更好地识别和定量分析相互关系。这些改进和相应的案例研究强调了从孤立评估质量方面的传统做法向整体方法的转变,通过考虑和平衡不同的质量方面,做出明智的决策。
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引用次数: 0
Towards rational decision-making on repointing to mitigate moisture damage in building envelopes: A probabilistic study 为减少建筑围护结构中的湿气损害而进行重新镶嵌的合理决策:概率研究
IF 6.2 2区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2024-07-25 DOI: 10.1016/j.dibe.2024.100510
Seyedmohammad Kahangi Shahreza , Mohsen Bayat Pour , Akram Abdul Hamid

Repointing is a prevalent maintenance practice in Northern Europe aimed at mitigating moisture-related damage in brick masonry buildings. Although commonly used, evidence of its effectiveness is limited. This study assesses repointing's role in reducing damage risks by conducting a probabilistic hygrothermal analysis of two wall types: timber frame walls and masonry cavity walls. Results indicate that repointing could reduce the mold index in timber frame walls and moisture content in the autoclaved aerated concrete (AAC) layer of masonry cavity walls, particularly in walls with visible defects. However, its impact is minimal on walls without significant deficiencies. Moreover, the study suggests that repointing, given its labor-intensive and costly nature, may not always be the most judicious maintenance strategy. It recommends a selective repointing approach, suiting the specific conditions and needs of the wall based on its location, orientation, and existing state, rather than a blanket application across all façade sections.

修补是北欧普遍采用的一种维护方法,旨在减轻砖砌体建筑中与湿气有关的损坏。虽然这种做法很常用,但其有效性的证据却很有限。本研究通过对两种墙体类型(木结构墙体和砌体空腔墙体)进行概率湿热分析,评估了修补在降低损坏风险方面的作用。结果表明,修补可降低木结构墙体的霉菌指数和砌体空心墙蒸压加气混凝土(AAC)层的含水率,尤其是在有明显缺陷的墙体中。不过,对于没有明显缺陷的墙体,其影响微乎其微。此外,研究还表明,由于重新镶嵌需要大量人力且成本高昂,因此并不总是最明智的维护策略。研究建议采用有选择性的重修方法,根据墙体的位置、朝向和现有状况,根据墙体的具体条件和需求进行重修,而不是对所有外墙部分一概采用重修方法。
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引用次数: 0
Seismic retrofitting optimization model using fiber-reinforced polymer jacketing and NSGA-III 使用纤维增强聚合物护套和 NSGA-III 的抗震改造优化模型
IF 6.2 2区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2024-07-20 DOI: 10.1016/j.dibe.2024.100508
Sangwook Park , Se Woon Choi , Insub Choi

Fiber-reinforced polymer (FRP) is widely used for retrofitting structural elements due to its easy application. However, establishing a retrofit strategy is challenging due to conflicting objectives, such as cost and performance level, requiring optimization for effective decision-making. This study proposes a many-objective optimization model for seismic retrofitting using FRP and the Non-dominated Sorting Genetic Algorithm (NSGA)-III. The model's efficacy was demonstrated through two numerical examples: a reinforced concrete building retrofitted with FRP jackets and a masonry-infilled reinforced concrete building retrofitted with FRP bracings. Each example included three objective functions and multiple constraints. Nonlinear static pushover analysis provided optimal strategies to enhance base shear and energy dissipation while minimizing costs and retrofitting locations. Among the Pareto-optimal solutions, the optimal solution with the minimum Euclidean distance was selected. NSGA-III offered a wider distribution and more Pareto-optimal solutions compared to NSGA-II, demonstrating its potential in addressing many-objective problems related to retrofit decision-making.

纤维增强聚合物(FRP)因其易于应用而被广泛用于结构元件的改造。然而,由于成本和性能水平等目标相互冲突,制定改造策略具有挑战性,需要通过优化才能做出有效决策。本研究利用玻璃钢和非优势排序遗传算法(NSGA)-III 为抗震改造提出了一个多目标优化模型。该模型的功效通过两个数值示例得到了证明:一个是采用玻璃钢夹克进行加固的钢筋混凝土建筑,另一个是采用玻璃钢支撑进行加固的砌体填充钢筋混凝土建筑。每个实例都包含三个目标函数和多个约束条件。非线性静态推移分析提供了最佳策略,以增强基底剪力和能量消耗,同时最大限度地降低成本和改造位置。在帕累托最优解中,选择了欧氏距离最小的最优解。与 NSGA-II 相比,NSGA-III 提供了更广泛的分布和更多的帕累托最优解,证明了其在解决与改造决策相关的多目标问题方面的潜力。
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Developments in the Built Environment
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