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An extended cellular automaton model for crowd evacuation under multi-storey building with ControlNet 基于ControlNet的多层建筑下人群疏散扩展元胞自动机模型
IF 7.4 2区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2026-02-15 DOI: 10.1016/j.jobe.2026.115441
Tong Lu , Rong Deng , Yuxin Zhang , Saizhe Ding , Xinyan Huang
Vertical evacuation safety in high-rise buildings presents a key challenge for urban resilience. This study proposes an automated evacuation modelling method for high-rise buildings that combines deep learning and an extended cellular automaton model, which can achieve rapid and reasonable evacuation modelling in customized multi-layer building scenarios. A ControlNet is integrated to convert building floor plans into semantic feature maps, and a multi-level cellular automaton framework is constructed that includes floor layouts and bilateral stairwells, allowing to customize the number of floors and visualize dynamic evacuation process between staircases. Through comparative analysis with validated models and actual evacuation drill data, the proposed method demonstrates a higher semantic segmentation accuracy (IoU = 0.906) and more accurate evacuation time prediction (Error<9 %). Moreover, the proposed method automates the semantic interpretation of floor plans, enabling "image-to-simulation" automation and the generation of high-rise simulation scenarios directly from images within minutes, while effectively capturing the merging effect. The analysis also indicates that the number of stairwells and their internal width have a decisive influence on overall evacuation efficiency. This study aims to provide an efficient tool for the intelligent transformation of performance-based evacuation design and emergency management in high-rise buildings.
高层建筑的垂直疏散安全是城市韧性面临的关键挑战。本研究提出了一种将深度学习与扩展元胞自动机模型相结合的高层建筑自动疏散建模方法,可以在定制的多层建筑场景中实现快速合理的疏散建模。集成了ControlNet将建筑平面图转换为语义特征图,并构建了一个多级元胞自动机框架,包括楼层布局和双边楼梯井,允许自定义楼层数量和可视化楼梯之间的动态疏散过程。通过与验证模型和实际疏散演练数据的对比分析,该方法具有更高的语义分割精度(IoU = 0.906)和更准确的疏散时间预测(Error< 9%)。此外,所提出的方法自动化了平面图的语义解释,实现了“图像到模拟”的自动化,并在几分钟内直接从图像生成高层模拟场景,同时有效地捕获了合并效果。分析还表明,楼梯间的数量及其内部宽度对整体疏散效率有决定性影响。本研究旨在为高层建筑性能化疏散设计与应急管理的智能化转型提供有效的工具。
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引用次数: 0
Assessment of mechanical degradation and development of a damage constitutive model for low alloy steel and galvanized steel based on corrosion damage 基于腐蚀损伤的低合金钢和镀锌钢力学退化评估及损伤本构模型的建立
IF 7.4 2区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2026-02-15 DOI: 10.1016/j.jobe.2026.115422
Hongqiang Chu , Yanjin Guan , Jiqiang Zhai , Guoqun Zhao , Jun Lin , Tao Liang
Evaluating the mechanical properties of steel is essential for ensuring the safe operation of steel structures, with surface corrosion often being a critical factor influencing performance degradation. This paper uses alternating wet and dry corrosion tests in a simulated marine atmospheric environment to assess the mechanical performance degradation of Q420B bare steel and galvanized steel after corrosion, which are used in ultra-high voltage transmission towers. By defining the damage parameter Dp, the paper evaluates the mechanical property degradation and establishes a post-corrosion constitutive model based on corrosion characteristics. Initially, a custom-developed program was used to extract and analyze the evolution of pit morphology features on the surfaces of bare steel and galvanized steel across different corrosion cycles, such as pit depth (h), density of pitting (DOP), and depth-to-diameter ratio (h/R). Subsequently, a linear relationship between pit morphology parameters, post-corrosion mechanical properties, and Dp was established. Finally, based on the regression analysis of the test results, a three-stage degradation constitutive prediction model for bare steel and galvanized steel based on corrosion damage was established, and the accuracy of this model was verified through the test results. This model can relate the damage parameter Dp to other corrosion damage characteristics (such as h, h/R, DOP, and ηm), demonstrating a wide range of applications. This is of significant importance for the design, manufacturing, operation, maintenance, and lifespan prediction of transmission tower components after corrosion damage in ultra-high voltage transmission systems.
评价钢的力学性能对保证钢结构的安全运行至关重要,而钢结构的表面腐蚀往往是影响钢结构性能退化的关键因素。本文采用模拟海洋大气环境的干湿交替腐蚀试验,对超高压输电塔用Q420B裸钢和镀锌钢在腐蚀后的力学性能退化进行了评估。通过定义损伤参数Dp,评价材料的力学性能退化,建立基于腐蚀特征的腐蚀后本构模型。首先,使用定制开发的程序来提取和分析裸钢和镀锌钢在不同腐蚀循环过程中表面凹坑形态特征的演变,如凹坑深度(h)、点蚀密度(DOP)和深径比(h/R)。随后,建立了坑形态参数、腐蚀后力学性能与Dp之间的线性关系。最后,在对试验结果进行回归分析的基础上,建立了基于腐蚀损伤的裸钢和镀锌钢三阶段退化本构预测模型,并通过试验结果验证了该模型的准确性。该模型可以将损伤参数Dp与其他腐蚀损伤特征(如h、h/R、DOP和ηm)联系起来,具有广泛的应用前景。这对超高压输电系统中输电塔部件腐蚀损坏后的设计、制造、运行、维护和寿命预测具有重要意义。
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引用次数: 0
Effect of binding and welded connections on the corrosion propagation of reinforcement in rail infrastructure 绑扎连接和焊接连接对铁路基础设施钢筋腐蚀扩展的影响
IF 7.4 2区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2026-02-15 DOI: 10.1016/j.jobe.2026.115479
Wenjun Zhu , Fan Tang , Raoul François , Hailong Ye
This study investigates the corrosion and cracking performance at reinforcement connection zones in reinforced concrete (RC) structures of the rail infrastructure, which suffers a typical attack of combined stray current and chloride ions. Concrete beams with steel cages containing both binding and welded connections were cast and subjected to a 200-day accelerated corrosion environment. The corrosion distribution and crack propagation patterns associated with different connections were analyzed. Open-circuit potential and linear polarization resistance measurements were conducted during early-stage corrosion. Scanning electron microscopy and energy-dispersive spectroscopy were used to examine the corrosion products. The results reveal that the welded connection tends to initiate corrosion earlier, while the binding connection exhibits more severe corrosion in later stages. More rapid corrosion progression was observed at binding connection with the elapse of the corrosion process. Corrosion-induced cracks appeared predominantly near binding connection. These findings provide insights for modeling corrosion-induced cracking in RC structures and improving their durability performance in coastal railway applications.
本文研究了铁路基础设施钢筋混凝土(RC)结构在杂散电流和氯离子联合作用下的钢筋连接区腐蚀和开裂性能。混凝土梁与钢笼包含捆绑和焊接连接是铸造和经受200天的加速腐蚀环境。分析了不同连接方式下的腐蚀分布和裂纹扩展模式。在腐蚀初期进行了开路电位和线性极化电阻的测量。采用扫描电镜和能量色散光谱对腐蚀产物进行了表征。结果表明,焊接连接的腐蚀开始较早,而结合连接的腐蚀开始较晚。随着腐蚀过程的结束,在粘结连接处观察到更快的腐蚀进展。腐蚀裂纹主要出现在结合部附近。这些发现为钢筋混凝土结构的腐蚀开裂建模和提高其在沿海铁路应用中的耐久性提供了见解。
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引用次数: 0
Quantitative feasibility assessment approach for building-integrated photovoltaic (BIPV) retrofits on building façades 建筑立面建筑一体化光伏(BIPV)改造的定量可行性评估方法
IF 7.4 2区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2026-02-15 DOI: 10.1016/j.jobe.2026.115338
Huixuan Sun , Tianyi Chen , Thomas Reindl , Chye Kiang Heng
This paper addresses the challenge of scaling urban solar by retrofitting building-integrated photovoltaics (BIPV) onto existing façades without degrading streetscape quality or economic viability. The aim is to develop and validate a comprehensive feasibility assessment framework that jointly evaluates visual impact, energy yield, and financial performance for dense urban contexts. Methodologically, street-level viewpoints are simulated to conduct façade line-of-sight visibility analysis; aesthetic quality is quantified using saliency-based image metrics and validated through a public web survey; and techno-economic outcomes are estimated from façade-resolved solar irradiation and production modelling combined with contractor price data, prevailing tariffs, and applicable incentives. These varied criteria are integrated using a fuzzy Analytic Hierarchy Process to rank design alternatives and reveal trade-offs. Applied to a typical public housing block in Singapore, results indicate that façade visibility varies markedly with orientation and height; low-contrast coloured BIPV relative to the host façade attains higher public acceptance with negligible energy losses; and pairing understated, seamlessly integrated façade BIPV with rooftop systems raises total energy yield while delivering competitive paybacks under prevailing tariffs, incentives, and carbon-pricing regimes. The findings support the conclusion that modest reductions in colour saturation, coupled with targeted deployment on high-yield façade zones, can deliver solutions that are visually acceptable and technically and economically sound. The primary contribution is an end-to-end, pedestrian-centric, multi-criteria pipeline that integrates objective visual analytics with survey validation and techno-economic modelling, offering a novel, decision-ready tool to lower risk for coloured BIPV façade retrofits and enhance social acceptance in high-density urban environments.
本文解决了在不降低街景质量或经济可行性的情况下,通过在现有的街面上改造建筑集成光伏(BIPV)来扩大城市太阳能的挑战。目的是开发和验证一个全面的可行性评估框架,共同评估密集城市环境的视觉影响、能源产量和财务绩效。在方法上,模拟街道层面的视点,以进行正面视线能见度分析;使用基于显著性的图像度量来量化审美质量,并通过公共网络调查进行验证;技术经济结果的估计是基于近距离分辨的太阳辐射和生产模型,结合承包商价格数据、现行关税和适用的激励措施。这些不同的标准是综合使用模糊层次分析法排序设计方案和揭示权衡。应用于新加坡一个典型的公共住宅小区,结果表明,立面能见度随朝向和高度的变化显著;相对于主立面的低对比度彩色BIPV获得了更高的公众接受度,能量损失可以忽略不计;将低调、无缝集成的光伏发电系统与屋顶系统相结合,提高了总发电量,同时在现行关税、激励措施和碳定价机制下提供有竞争力的回报。研究结果支持这样的结论:适度降低色彩饱和度,再加上有针对性地部署在高产农作区,可以提供视觉上可接受的、技术上和经济上合理的解决方案。主要贡献是端到端、以行人为中心、多标准的管道,将客观的视觉分析与调查验证和技术经济建模相结合,提供了一种新颖的决策准备工具,以降低彩色BIPV街面改造的风险,并提高高密度城市环境中的社会接受度。
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引用次数: 0
Engineering biochar-enhanced cementitious materials: A comprehensive review of production-performance relationships and optimization strategies for sustainable construction 工程生物炭增强胶凝材料:可持续建设生产-性能关系和优化策略的综合综述
IF 7.4 2区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2026-02-15 DOI: 10.1016/j.jobe.2026.115404
Jaswant Singh , Rajeev Roychand , Al-Muataz Hamood Said Mohammed Al-Aghbari , Jie Li , Mohammad Saberian , Shannon Kilmartin-Lynch
This review examines biochar production technologies and their strategic integration into cementitious materials, establishing fundamental relationships between production parameters, biochar characteristics, and construction performance outcomes. Thermochemical conversion processes, including slow pyrolysis, fast pyrolysis, microwave pyrolysis, hydrothermal carbonization, and gasification, exert primary control over biochar functionality through temperature-dependent transformations. Process temperature governs carbon content, specific surface area, pore structure evolution, and alkalinity, thereby determining material suitability for cement applications. Among conversion methods, slow pyrolysis emerges as optimal for construction applications, maximizing biochar yield while developing favourable pore architectures. Feedstock composition introduces secondary modulation of performance characteristics; lignin-rich materials demonstrate superior yield potential, with kraft lignin achieving 50.36 % conversion at 450 °C compared to lower-lignin agricultural residues. When incorporated into cementitious systems, biochar modifies both fresh-state rheology and hardened-state mechanical properties through multiple concurrent mechanisms. At optimal dosages, appropriately selected biochars enhance compressive strength by 10–40 %, flexural strength by 15–107 %, and tensile strength by 5–25 %, while simultaneously reducing density by 5–20 %. These characteristics prove particularly valuable for lightweight structural applications. Performance enhancements arise from five interconnected mechanisms: micropore filling densification, internal curing hydration support, interfacial transition zone refinement, pozzolanic reactivity contributions, and microstructural reinforcement effects. Performance variations between biochar types prove substantial, with rice husk and bamboo-derived biochars consistently demonstrating superior properties, particularly when pyrolyzed above 500 °C. However, biochar exhibits threshold-dependent rheological behaviour, necessitating systematic optimization of superplasticizer dosage, particle gradation, and surface treatment protocols to balance workability maintenance with targeted mechanical and durability performance objectives.
本文综述了生物炭生产技术及其与胶凝材料的战略整合,建立了生产参数、生物炭特性和施工性能结果之间的基本关系。热化学转化过程,包括慢速热解、快速热解、微波热解、水热炭化和气化,通过温度依赖性转化对生物炭的功能起主要控制作用。工艺温度决定了碳含量、比表面积、孔隙结构演变和碱度,从而决定了材料对水泥应用的适用性。在转化方法中,缓慢热解是最适合建筑应用的方法,可以最大限度地提高生物炭产量,同时形成有利的孔隙结构。原料组成引入了性能特性的二次调制;富含木质素的材料显示出优越的产量潜力,与低木质素农业残留物相比,硫酸盐木质素在450°C下的转化率达到50.36%。当加入胶凝体系时,生物炭通过多种并发机制改变了新鲜状态的流变学和硬化状态的力学性能。在最佳剂量下,适当选择的生物炭可提高抗压强度10 - 40%,抗折强度15 - 107%,抗拉强度5 - 25%,同时降低密度5 - 20%。这些特性在轻量化结构应用中尤为重要。性能增强源于五个相互关联的机制:微孔填充致密化、内部固化水化支持、界面过渡区细化、火山灰反应性贡献和微观结构增强效应。不同生物炭类型之间的性能差异证明是巨大的,稻壳和竹子衍生的生物炭始终表现出优越的性能,特别是在500°C以上热解时。然而,生物炭表现出阈值依赖的流变行为,需要系统地优化高效减水剂用量、颗粒级配和表面处理方案,以平衡可加工性维护与目标机械和耐久性性能目标。
{"title":"Engineering biochar-enhanced cementitious materials: A comprehensive review of production-performance relationships and optimization strategies for sustainable construction","authors":"Jaswant Singh ,&nbsp;Rajeev Roychand ,&nbsp;Al-Muataz Hamood Said Mohammed Al-Aghbari ,&nbsp;Jie Li ,&nbsp;Mohammad Saberian ,&nbsp;Shannon Kilmartin-Lynch","doi":"10.1016/j.jobe.2026.115404","DOIUrl":"10.1016/j.jobe.2026.115404","url":null,"abstract":"<div><div>This review examines biochar production technologies and their strategic integration into cementitious materials, establishing fundamental relationships between production parameters, biochar characteristics, and construction performance outcomes. Thermochemical conversion processes, including slow pyrolysis, fast pyrolysis, microwave pyrolysis, hydrothermal carbonization, and gasification, exert primary control over biochar functionality through temperature-dependent transformations. Process temperature governs carbon content, specific surface area, pore structure evolution, and alkalinity, thereby determining material suitability for cement applications. Among conversion methods, slow pyrolysis emerges as optimal for construction applications, maximizing biochar yield while developing favourable pore architectures. Feedstock composition introduces secondary modulation of performance characteristics; lignin-rich materials demonstrate superior yield potential, with kraft lignin achieving 50.36 % conversion at 450 °C compared to lower-lignin agricultural residues. When incorporated into cementitious systems, biochar modifies both fresh-state rheology and hardened-state mechanical properties through multiple concurrent mechanisms. At optimal dosages, appropriately selected biochars enhance compressive strength by 10–40 %, flexural strength by 15–107 %, and tensile strength by 5–25 %, while simultaneously reducing density by 5–20 %. These characteristics prove particularly valuable for lightweight structural applications. Performance enhancements arise from five interconnected mechanisms: micropore filling densification, internal curing hydration support, interfacial transition zone refinement, pozzolanic reactivity contributions, and microstructural reinforcement effects. Performance variations between biochar types prove substantial, with rice husk and bamboo-derived biochars consistently demonstrating superior properties, particularly when pyrolyzed above 500 °C. However, biochar exhibits threshold-dependent rheological behaviour, necessitating systematic optimization of superplasticizer dosage, particle gradation, and surface treatment protocols to balance workability maintenance with targeted mechanical and durability performance objectives.</div></div>","PeriodicalId":15064,"journal":{"name":"Journal of building engineering","volume":"120 ","pages":"Article 115404"},"PeriodicalIF":7.4,"publicationDate":"2026-02-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146048564","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effect of shrinkage reducing additives on the interfacial properties of alkali-activated modified recycled aggregate 减缩助剂对碱活化改性再生骨料界面性能的影响
IF 7.4 2区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2026-02-15 DOI: 10.1016/j.jobe.2026.115463
Jifei Cui , Lei Bao , Feng Xie , Liang Chen , Mei Yan Bai , Gui Li , Bixuan Yang , Yu Zheng
Alkali-activated materials (AAMs) provide a promising green alternative for recycled concrete aggregates (RCA) surface pretreatment, which are essential for sustainable construction. However, the high shrinkage of AAMs poses a critical challenge to the modified interfacial transition zone of RCA. This study investigates the effects of shrinkage-reducing additives (MgO, CaO and PPG) on the properties of recycled concrete powder-based alkali-activated (AASFR) pastes, and their efficacy in enhancing the interfacial performance of RCA. Shrinkage-reducing additives on the mechanical properties, drying shrinkage, and microstructural of AASFR pastes are investigated. The interfacial bonding performance is analyzed using BSE imaging and nanoindentation. Results demonstrate that 4% MgO yields the best mechanical and interfacial behavior, forming the narrowest new interfacial transition zone (NITZ) and the highest elastic modulus. In comparison, 3% CaO provides a cost-effective solution with significant shrinkage reduction but offers limited long-term strength and interfacial improvement. Although the addition of PPG significantly mitigates drying shrinkage by reducing the pore solution surface tension, it leads to increased porosity and a reduction in compressive strength, presenting a moderate compromise in enhancing the mechanical properties of NITZ. The performance-cost-emissions trade-off analysis identifies MgO-modified paste as optimal for high-performance situation, while CaO-modified paste serves as the most cost-effective sustainable solution. This study provides the first comparative study of these three additive types on the modified interfacial micromechanics of RCA in an alkali-activated system, and focuses on the interfacial micromechanics of alkali-activated modified materials and proposing a comprehensive evaluation method that combines nanoindentation characterization with environmental impact and economic cost. This study provides practical insights for optimizing alkali-activated RCA modification technologies, highlighting the critical role of additive selection in modified interfacial microstructure and practical applications.
碱活化材料(AAMs)为再生混凝土骨料(RCA)表面预处理提供了一种有前途的绿色替代方案,这对可持续建筑至关重要。然而,AAMs的高收缩率对改性RCA的界面过渡区提出了严峻的挑战。研究了还原剂MgO、CaO和PPG对再生混凝土粉基碱活化(AASFR)膏体性能的影响,以及它们提高RCA界面性能的效果。研究了减缩剂对AASFR膏体力学性能、干燥收缩率和显微组织的影响。利用BSE成像和纳米压痕分析了界面键合性能。结果表明,4% MgO的力学性能和界面性能最好,形成了最窄的新界面过渡区(NITZ)和最高的弹性模量。相比之下,3% CaO提供了一种具有成本效益的解决方案,显著降低了收缩率,但长期强度和界面改善有限。虽然PPG的加入通过降低孔隙溶液表面张力来显著减轻干燥收缩,但它会导致孔隙率增加和抗压强度降低,在提高NITZ的机械性能方面表现出适度的妥协。性能-成本-排放权衡分析表明,mgo改性膏体是高性能情况下的最佳选择,而cao改性膏体是最具成本效益的可持续解决方案。本研究首次对碱活化体系中三种添加剂对改性RCA界面微观力学性能的影响进行了对比研究,重点研究了碱活化改性材料的界面微观力学性能,并提出了一种将纳米压痕表征与环境影响和经济成本相结合的综合评价方法。本研究为优化碱活化RCA改性技术提供了实践见解,突出了添加剂选择在改性界面微观结构和实际应用中的关键作用。
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引用次数: 0
Study on the concurrent wind fire spread model of dry and wet aged fir 干湿老杉木同期风火蔓延模型研究
IF 7.4 2区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2026-02-15 DOI: 10.1016/j.jobe.2026.115419
Jingyu Zhao , Hanqi Ming , Jiajia Song , Xingyu Shuai , Yanni Zhang , Jun Deng , Yihe Liu
Ancient buildings contain a large number of inclined timber components and are exposed to the natural environment for long periods. Consequently, the wood materials undergo ageing, which alters their fire spread behaviour. In this study, fir, which is commonly used in ancient buildings, was selected as the research object. Fir specimens with different dry and wet ageing degrees were prepared using an artificially accelerated ageing method. The variation trends of their thermophysical properties were investigated, and an experimental system for measuring fire spread parameters was self-developed to analyse the fire spread process of dry and wet aged fir under different inclination angles. The results show that dry and wet ageing enhances the overall heat transfer capacity of fir, and the specific heat capacity is strongly correlated with the ageing degree. Increasing the inclination angle promotes flame attachment to the surface and increases the fire spread rate, while the correlation between the gas-solid phase temperature and the ageing degree becomes weaker. Under horizontal conditions, fir with a higher ageing degree exhibits smaller fluctuations in the flame angle, and the fire spread rate gradually tends to stabilize. The calculations indicate that dry and wet aged fir behaves as a thermally thin material. Based on the thermally thin assumption and a convection-dominated heat feedback mechanism, a theoretical concurrent wind fire spread model of dry and wet aged fir under horizontal and inclined conditions was established and further corrected, providing a theoretical basis for the monitoring and assessment of fire risk of timber components in ancient buildings.
古建筑包含大量倾斜的木材构件,长期暴露在自然环境中。因此,木材材料经历老化,这改变了他们的火势蔓延行为。本研究选择古建筑中常用的杉木作为研究对象。采用人工加速老化法制备了不同干湿老化程度的杉木标本。研究了其热物性的变化趋势,自行研制了一套测量火灾蔓延参数的实验系统,分析了不同倾角下干湿两种老化杉木的火灾蔓延过程。结果表明:干湿老化增强了杉木的整体换热能力,比热容量与老化程度密切相关;倾斜角的增大促进了火焰对表面的附着,增大了火势的蔓延速度,而气固相温度与老化程度的相关性减弱。水平条件下,老化程度越高的杉木火焰角度波动越小,火势蔓延速度逐渐趋于稳定。计算表明,干、湿老化杉木表现为热薄材料。基于热薄假设和对流主导的热反馈机制,建立了水平和倾斜条件下干湿老杉木风火并行传播理论模型,并进行了修正,为古建筑木结构构件火灾风险监测与评估提供了理论依据。
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引用次数: 0
Kilogram-scale synthesis of phase-pure clinker phases with hydration reactivity benchmarks and CO2 emissions constraints for machine-learning-assisted low-carbon clinker design 千克级合成具有水化反应性基准和二氧化碳排放限制的相纯熟料相,用于机器学习辅助的低碳熟料设计
IF 7.4 2区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2026-02-15 DOI: 10.1016/j.jobe.2026.115395
Munan Zhai, Jiayuan Ye, Xuehong Ren, Wensheng Zhang
Decarbonizing cement production is essential for sustainable construction materials, and clinker manufacturing accounts for the majority of CO2 emissions in the cement sector. Therefore, designing next-generation low-carbon clinker systems is a promising strategy to reduce CO2 emissions. Machine-learning-assisted clinker design could accelerate the development of low-carbon clinker systems, but progress is limited by the lack of high-quality, accessible data. To address this gap, (i) a critical review of existing clinker phases, (ii) kilogram-scale synthesis of representative phase-pure clinker phases and their degree of hydration (DoH) and compressive strength development as hydration-reactivity benchmarks, and (iii) quantification of the CO2 emissions attributable to each phase-pure clinker phase were conducted. Eleven phase-pure clinker phases were synthesized at the kilogram scale and were systematically characterized for their DoH and compressive strength development. These phases were selected for their high hydration reactivity or intrinsically lower CO2 emissions. Theoretical CO2 emissions were estimated as the sum of raw-material-derived emissions and fuel-derived emissions. The CO2 emissions of clinker phases enable explicit environmental constraints in clinker design. Overall, this work demonstrates reproducible routes to produce multiple phase-pure clinker phases at the kilogram scale, providing ample feedstock for high-throughput experiments. It also establishes benchmarks for hydration reactivity and constraints on CO2 emissions, enabling machine-learning-assisted inverse design of novel low-carbon clinkers. These advances lay a foundation for accelerating the data-driven discovery of next-generation clinker and contribute to developing more sustainable cementitious materials.
脱碳水泥生产对可持续建筑材料至关重要,熟料生产占水泥行业二氧化碳排放的大部分。因此,设计下一代低碳熟料系统是一种很有前途的减少二氧化碳排放的策略。机器学习辅助熟料设计可以加速低碳熟料系统的发展,但由于缺乏高质量、可访问的数据,进展受到限制。为了解决这一差距,(i)对现有熟料相进行了批判性审查,(ii)以公斤级为基准合成了具有代表性的相-纯熟料相及其水化程度(DoH)和抗压强度的发展,以及(iii)量化了每个相-纯熟料相的二氧化碳排放量。在千克级合成了11相纯熟料,并对其DoH和抗压强度发展进行了系统表征。选择这些相是因为它们具有较高的水化反应活性或本质上较低的二氧化碳排放量。理论二氧化碳排放量被估计为原料衍生排放和燃料衍生排放的总和。熟料相的二氧化碳排放在熟料设计中具有明确的环境约束。总的来说,这项工作展示了在公斤级生产多相纯熟料相的可重复路线,为高通量实验提供了充足的原料。它还建立了水合反应性和二氧化碳排放限制的基准,使新型低碳熟料的机器学习辅助逆设计成为可能。这些进展为加速下一代熟料的数据驱动发现奠定了基础,并有助于开发更可持续的胶凝材料。
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引用次数: 0
Cold-pressed artificial aggregate for sustainable buildings fabricated from multi-source construction waste 用多源建筑垃圾制造可持续建筑的冷压人工骨料
IF 7.4 2区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2026-02-15 DOI: 10.1016/j.jobe.2026.115496
Yanshuai Wang, Zhenyu Zhu, Biqin Dong, Rongxin Peng
Construction and demolition waste (CDW), an unavoidable byproduct of global urbanization, leads to environmental degradation and resource depletion. To address this challenge, a cold-pressing method was utilized to transform multi-source construction waste recycled powder (MCWRP) into artificial aggregates for sustainable buildings. Ground granulated blast furnace slag (GGBS) was incorporated as a reactive micro-filler to enhance aggregate properties. The effects of varying cement and GGBS contents on cold-pressed MCWRP-based artificial aggregates (MCWAAs) were assessed through single-particle crushing strength, apparent density, and water absorption tests. Microstructural characterization was performed using X-ray diffraction (XRD), thermogravimetric analysis (TGA), scanning electron microscopy with energy-dispersive spectroscopy (SEM-EDS), and low-field nuclear magnetic resonance (LF-NMR). Results indicate that MCWAAs achieved a 28-day crushing strength of up to 3.3 MPa, an apparent density of 1882.3 kg/m3, and a water absorption rate of 10.8%, demonstrating their practical applicability. SEM analysis revealed that compaction pressure and hydration products densified the initially loose MCWRP structure. However, MCWAAs prepared with cement alone exhibited porous microstructures due to the coarse particle size of MCWRP. The incorporation of GGBS significantly refined the microstructure, reducing porosity to 11.48%. TGA and LF-NMR confirmed that higher GGBS content enhanced C-S-H gel formation, refined pore structure, and increased aggregate compactness. Consequently, MCWAAs exhibited improved strength and density with reduced water absorption, which offers a scalable, automated solution for the efficient reuse of CDW and other solid residues.
建筑拆迁垃圾是全球城市化进程中不可避免的副产品,造成环境恶化和资源枯竭。为了应对这一挑战,采用冷压方法将多源建筑垃圾再生粉末(MCWRP)转化为可持续建筑的人工骨料。为提高骨料性能,采用磨粒型高炉矿渣(GGBS)作为活性微填料。通过单颗粒抗压强度、表观密度和吸水率测试,评估不同水泥和GGBS含量对冷压mcwrp人工骨料(MCWAAs)的影响。采用x射线衍射(XRD)、热重分析(TGA)、扫描电镜能谱(SEM-EDS)和低场核磁共振(LF-NMR)进行了微观结构表征。结果表明,MCWAAs的28天破碎强度可达3.3 MPa,表观密度为1882.3 kg/m3,吸水率为10.8%,具有一定的实用性。SEM分析表明,压实压力和水化产物使MCWRP初始松散的结构致密化。然而,由于MCWRP的粒径较大,仅用水泥制备的MCWAAs表现出多孔的微观结构。GGBS的加入显著细化了显微组织,孔隙率降至11.48%。TGA和LF-NMR证实,较高的GGBS含量增强了C-S-H凝胶的形成,改善了孔隙结构,增加了聚集体的致密性。因此,MCWAAs表现出更高的强度和密度,同时减少了吸水率,这为CDW和其他固体残留物的有效再利用提供了可扩展的自动化解决方案。
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引用次数: 0
Influence of rubber substitution rate and cement content on the mechanical and permeability performance of high-content rubberized sand concrete 橡胶取代率和水泥掺量对高掺量橡胶砂混凝土力学性能和渗透性能的影响
IF 7.4 2区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2026-02-15 DOI: 10.1016/j.jobe.2026.115469
Xiancheng Mei , Junjie Zeng , Zhen Cui , Hao Sheng , Qian Sheng , Jian Chen , Yanshuang Yang , Hao Yan
To address the pollution caused by waste tires and break through the bottleneck of difficult coordinated regulation of mechanical and impermeability properties of high-rubber-content rubberized sand concrete (HRC-RSC) in underground and water conservancy projects, this study designed five groups of specimens with different rubber substitution ratios (R) and cement contents (C). Through a progressive testing sequence of macroscopic mechanical testing, permeability and impermeability characterization, and microscopic mechanism analysis, the regulation laws of R and C on material properties were revealed. The macroscopic mechanical testing results show that the increase in R leads to a decrease in compressive strength, the volume deformation shifts from “compression-expansion” to “continuous compression”. The increase in C increases the compressive strength, and when the C is 50%, the specimen shows typical brittle failure. The permeability characterization results show the permeability changes non-monotonically with the R. The specimen with R = 50% has the highest permeability coefficient. And the confining pressure exerts a reducing effect on the permeability coefficient of HRC-RSC. Meanwhile, the microscopic mechanism analysis results show that microscopic interface defects are the core medium for performance regulation. The increase in R disrupts the continuity of the cement matrix, leading to a significant increase in porosity. The increase in specimen C can improve the compactness of the cement matrix, reduce porosity, and mitigate crack development. Based on the mechanical-permeability synergistic coefficient (K) and coupling criteria (K ≥ 0.4 for good synergy), the R50-C40 mix proportion is recommended for the buffer layer in underground projects, and the R70-C40 and R50-C30 mix proportions are recommended for high-confining-pressure impermeability.
为解决废旧轮胎污染问题,突破地下水利工程中高含胶砂混凝土(HRC-RSC)力学性能与抗渗性能难以协调调节的瓶颈,本研究设计了5组不同橡胶替代比(R)和水泥掺量(C)的试件。通过宏观力学试验、透气性和抗渗性表征、微观机理分析等一系列试验,揭示了R和C对材料性能的调节规律。宏观力学试验结果表明,R的增大导致材料抗压强度降低,体积变形由“压缩-膨胀”转变为“连续压缩”。C的增加使试样抗压强度增加,当C为50%时,试样呈现典型的脆性破坏。渗透率表征结果表明,渗透率随R的变化呈非单调变化,当R = 50%时渗透率系数最高。围压对HRC-RSC的渗透系数有降低作用。同时,微观机理分析结果表明,微观界面缺陷是性能调控的核心介质。R的增加破坏了水泥基质的连续性,导致孔隙度显著增加。试样C含量的增加可以提高水泥基体的密实度,降低孔隙率,减缓裂缝的发展。根据力学-渗透协同系数(K)和耦合准则(K≥0.4为协同良好),地下工程缓冲层推荐采用R50-C40配合比,高围压防渗建议采用R70-C40和R50-C30配合比。
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Journal of building engineering
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