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Sustainable valorization of iron ore tailings: selective silica extraction with ammonium bifluoride enabled by machine learning 铁矿尾矿的可持续增值:机器学习实现的二氟化铵选择性二氧化硅萃取
IF 3.8 4区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2026-08-14 DOI: 10.1007/s10163-026-02684-3
Irina Sergeevna Medyankina, Il’ya Sergeevich Popov, Liliya Alexandrovna Pasechnik

The vast generation of silica‑rich iron ore tailings (IOT) poses major environmental and economic challenges. This study presents a hydrometallurgical route for selective silica recovery using ammonium bifluoride (NH4HF2) to produce high‑grade nanoscale amorphous silica. Near‑complete extraction (~ 98%) is achieved within 3 h at 80 °C with 30 wt% NH4HF2, and kinetic analysis indicates a mixed‑control mechanism (Ea = 16–18 kJ/mol). To model the recovery as a function of time, reagent concentration, and temperature, three machine learning (ML) techniques were compared: fully connected artificial neural network (ANN), random forest (RF), and least squares regression (LS). The ANN outperformed the others (R2 = 0.995, RMSE = 0.028), providing a robust predictive tool that also enables flexible selection of conditions for 98% recovery with reduced reagent use. With the potential to recycle up to 95% of NH4HF2, the ANN‑optimized process enhances the economic feasibility of the industrial‑scale IOT valorization. Selective silica removal enriches the residual valuable elements and simplifies their downstream separation by circumventing silicate interference. By combining systematic experiments with ML, this work offers a data‑driven, scalable approach to transforming mining waste into a valuable resource, thereby reducing environmental burdens.

Graphical Abstract

大量产生的富含二氧化硅的铁矿尾矿(IOT)带来了重大的环境和经济挑战。本研究提出了一种利用二氟化铵(NH4HF2)选择性回收二氧化硅的湿法冶金路线,以生产高品位的纳米级非晶二氧化硅。在30 wt%的NH4HF2条件下,在80°C条件下,3 h内可达到接近完全(~ 98%)的萃取,动力学分析表明存在混合控制机制(Ea = 16-18 kJ/mol)。为了将恢复建模为时间、试剂浓度和温度的函数,比较了三种机器学习(ML)技术:全连接人工神经网络(ANN)、随机森林(RF)和最小二乘回归(LS)。人工神经网络优于其他方法(R2 = 0.995, RMSE = 0.028),提供了一个强大的预测工具,也可以灵活选择条件,减少试剂使用,回收率达到98%。人工神经网络优化的工艺具有高达95%的NH4HF2回收潜力,提高了工业规模物联网增值的经济可行性。选择性去除二氧化硅丰富了剩余有价元素,并通过规避硅酸盐干扰简化了它们的下游分离。通过将系统实验与机器学习相结合,这项工作提供了一种数据驱动的、可扩展的方法,将采矿废物转化为有价值的资源,从而减少了环境负担。图形抽象
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引用次数: 0
System modeling of the barriers impeding reuse and recycling as part of the transition to circular construction with a focus on Berlin 阻碍再利用和回收的障碍的系统建模,作为向循环建筑过渡的一部分,重点是柏林
IF 3.8 4区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2026-08-14 DOI: 10.1007/s10163-026-02675-4
Katharina Kippert, Karina D. Véliz, Danitza Quintriqueo, Johannes Scholz, Vera Susanne Rotter

The reuse and recycling of construction products are crucial strategies within the transition to circular economy in the construction sector. The aim of this study is to identify and analyze the main barriers influencing construction product reuse and recycling in the Berlin region and understand the connections among these barriers as a system. The system is fed with data obtained through interviews with key stakeholders active in the construction sector in the study region, which allows us to identify twelve significant barriers. Among the most prominent barriers are the high effort needed to comply with certifications and legislation and the low-level demand and low acceptance of recycled and reused construction products. Three important causal loops revealing direct and indirect connections among barriers are identified. These findings result in policy recommendations targeting regional relevant leverage points in the system, such as the implementation of end-of-waste criteria, the requirement of considering recycled and reused construction products in tenders and process digitalization.

Graphical Abstract

建筑产品的再利用和再循环是建筑部门向循环经济过渡的关键战略。本研究的目的是识别和分析影响柏林地区建筑产品再利用和回收的主要障碍,并了解这些障碍之间的联系作为一个系统。该系统是通过与研究地区活跃在建筑行业的主要利益相关者的访谈获得的数据提供的,这使我们能够确定十二个重大障碍。其中最突出的障碍是需要付出很大的努力来遵守认证和立法,以及对回收和再利用建筑产品的低需求和低接受度。三个重要的因果循环揭示了障碍之间的直接和间接联系。这些发现导致了针对系统中区域相关杠杆点的政策建议,例如实施废物结束标准,在招标中考虑回收和再利用建筑产品的要求以及过程数字化。图形抽象
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引用次数: 0
Field-derived unit area debris values for earthquake waste assessment: implications from the 2023 earthquakes in Turkey 地震废物评估的现场导出单位面积碎片值:2023年土耳其地震的影响
IF 3.8 4区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2026-08-14 DOI: 10.1007/s10163-026-02683-4
Kadir Özçelik, Ali Tamer Çetinkaya, Kadriye Elif Maçin, Hüseyin Güven, Mahmut Altınbaş, Mehmet Zeki Duman, Osman Atilla Arıkan

This study determines unit area debris (UAD) and earthquake waste amounts following the February 6, 2023, Earthquakes in Turkey. A field study was conducted in Malatya, one of the eleven cities severely affected by the earthquakes. The research involved the selection of residential reinforced concrete (RC) buildings, demolition of buildings, debris removal, and weighing debris trucks to calculate UAD values for structures categorized into three construction periods: ≤ 1999, 2000–2010, and 2011–2018. The UAD values were estimated using two field-based approaches developed to correct for debris originating from basement filling: Approach 1 determined the basement filling contribution through direct field observations, while Approach 2 quantified it via structural calculations. Approach 1 yielded average values of 0.845, 0.952, and 1.009 tons/m2, while Approach 2 resulted in 0.933, 0.979, and 1.107 tons/m2 for the respective periods. Based on these findings, earthquake debris generation was estimated to range from 93.9 to 159.3 million tons across the affected region, with the highest amounts occurring in Hatay, Kahramanmaraş and Malatya. These results highlight UAD’s importance for estimating waste across varying seismic codes. Further research into material properties and construction techniques will provide valuable insights for minimizing future debris generation.

Graphical abstract

本研究确定了2023年2月6日土耳其地震后的单位面积碎片(UAD)和地震废物量。在马拉提亚进行了实地研究,马拉提亚是受地震严重影响的11个城市之一。该研究涉及住宅钢筋混凝土(RC)建筑的选择、建筑物的拆除、碎片清除和对碎片卡车称重,以计算三个建设期的结构的UAD值:≤1999年、2000-2010年和2011-2018年。UAD值是使用两种基于现场的方法来估计的,这些方法是为了校正地下室填筑产生的碎片而开发的:方法1通过直接的现场观测确定地下室填筑的贡献,而方法2通过结构计算对其进行量化。方法1的平均值分别为0.845、0.952和1.009吨/平方米,方法2的平均值分别为0.933、0.979和1.107吨/平方米。根据这些发现,整个受影响地区产生的地震碎片估计在9390万吨到1.593亿吨之间,在哈塔伊、kahramanmaraku和马拉提亚发生的数量最多。这些结果突出了UAD对于估算不同地震规范中浪费的重要性。对材料特性和施工技术的进一步研究将为尽量减少未来的碎片产生提供有价值的见解。图形抽象
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引用次数: 0
Evaluating phase-based waste minimisation in high-rise residential construction using a longitudinal quasi-experimental panel data approach 使用纵向准实验面板数据方法评估高层住宅建设中基于阶段的废物最小化
IF 3.8 4区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2026-08-10 DOI: 10.1007/s10163-026-02681-6
Ron V Roy, M Beulah

Construction waste remains a critical challenge in high-rise residential projects, particularly in rapidly urbanising regions. Despite extensive research on waste causation, there is limited empirical evidence on the effectiveness of structured operational interventions in real construction conditions. This study evaluates phase-based waste minimisation strategies using a longitudinal quasi-experimental design across twenty high-rise residential projects in Bengaluru, India. Material wastage was monitored over eight construction phases, generating a balanced panel dataset of 160 site–phase observations. Projects were categorised into intervention and non-intervention groups, with structured measures introduced from Phase 3 onwards. A two-way fixed-effects panel model was applied to control for site-specific and temporal variations. The results reveal a clear divergence in waste performance. Intervention sites achieved a 24.91% reduction in waste-related cost, whereas non-intervention sites recorded a 17.50% increase. Econometric analysis indicates a reduction of − 8.57 kg/m² in material waste intensity (p < 0.01), along with cost reductions of −₹15.61/m² and −₹9.01/m² at phase and cumulative levels, respectively. The findings demonstrate that construction waste is a controllable, process-driven outcome shaped by site-level practices. Structured interventions offer a practical and scalable pathway to improving material efficiency and cost performance in high-rise construction.

建筑垃圾仍然是高层住宅项目面临的一个严峻挑战,特别是在快速城市化的地区。尽管对浪费原因进行了广泛的研究,但关于实际施工条件下结构化操作干预措施的有效性的经验证据有限。本研究利用纵向准实验设计评估了印度班加罗尔20个高层住宅项目的阶段性废物最小化策略。对八个施工阶段的材料浪费进行了监测,生成了160个现场阶段观察结果的平衡面板数据集。项目分为干预组和非干预组,从第三阶段开始引入结构化措施。采用双向固定效应面板模型来控制特定地点和时间的变化。结果表明,在废物处理方面存在明显的差异。干预点减少了24.91%的废物相关成本,而非干预点则增加了17.50%。计量经济学分析表明,材料浪费强度降低了- 8.57 kg/m²(p < 0.01),在阶段和累积水平上分别降低了- 15.61卢比/m²和- 9.01卢比/m²。研究结果表明,建筑垃圾是一个可控的、过程驱动的结果,由现场层面的实践形成。结构化干预为提高高层建筑的材料效率和成本效益提供了一种实用和可扩展的途径。
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引用次数: 0
From waste to resource: principles, process optimization, and agricultural applications of composting technology 从废物到资源:堆肥技术的原理、过程优化和农业应用
IF 3.8 4区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2026-08-07 DOI: 10.1007/s10163-026-02677-2
Jinling Cai, Mengjie An, Taiying Song, Junyou Shi

Composting is an integrated treatment system that promotes the resource recovery and harmless treatment of organic solid waste by regulating physicochemical conditions to drive microbial metabolism. As its core, the process is driven by microbial communities that degrade and transform organic matter, whose dynamic succession in turn governs elemental (e.g., C, N, P) cycling, humus formation, and the quality and stability of the end product. This paper systematically reviews the fundamental principles, technical challenges, optimization strategies, and product applications of composting. However, in practice, the process faces multiple challenges, including odor emissions, fluctuations in key operational parameters (e.g., pH, moisture, C/N ratio), and feedstock complexity. This review addresses the microbial mechanisms behind odor generation alongside with control techniques, while also summarizing strategies to enhance composting efficiency through parameter optimization and feedstock pretreatment. Establishing a multi-dimensional evaluation system is critical for scientifically assessing compost maturity and stability to ensure product quality. Once mature, the compost serves as a premium soil amendment and organic fertilizer, boosting crop growth and curbing chemical fertilizer use through improved soil structure, elevated fertility, and modulated microbial activity, thereby advancing sustainable agriculture. This review serves as a technical and theoretical guide for composting practices.

堆肥是通过调节理化条件,驱动微生物代谢,促进有机固体废物资源化和无害化处理的综合处理系统。作为其核心,该过程是由降解和转化有机物的微生物群落驱动的,其动态演替反过来控制元素(如C、N、P)循环、腐殖质形成以及最终产品的质量和稳定性。本文系统地综述了堆肥的基本原理、技术挑战、优化策略和产品应用。然而,在实践中,该工艺面临着多重挑战,包括气味排放、关键操作参数(如pH、湿度、碳氮比)的波动以及原料的复杂性。本文综述了恶臭产生背后的微生物机制以及控制技术,同时也总结了通过参数优化和原料预处理来提高堆肥效率的策略。建立多维度评价体系是科学评价堆肥成熟度和稳定性、保证产品质量的关键。一旦成熟,堆肥可以作为优质的土壤改良剂和有机肥料,通过改善土壤结构、提高肥力和调节微生物活动来促进作物生长和减少化肥的使用,从而促进可持续农业。这一综述为堆肥实践提供了技术和理论指导。
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引用次数: 0
Chemical stabilization of MSWI fly ash with SDDC: morphological evolution, heavy metal speciation, and leaching mechanisms SDDC对城市生活垃圾飞灰的化学稳定:形态演变、重金属形态和浸出机制
IF 3.8 4区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2026-08-07 DOI: 10.1007/s10163-026-02671-8
Nguyen Thi Thuy Hang, Nghiem Thi Ha Lien, Duong Thi Thanh Xuyen, Ngo Tra Mai, Vu Thi Kim Oanh, Nguyen Duc Toan, Khuat Thi Hong, Nguyen Thi Hoa, Dao Thanh Duong, Bui Thi Kim Anh

Fly ash (FA) from municipal solid waste incinerators (MSWI) poses significant environmental risks due to heavy metals in mobile states. This study presents the first field evaluation in Vietnam of MSWI FA stabilization using sodium dimethyldithiocarbamate (SDDC) at two major waste-to-energy (WtE) facilities. Sixteen samples were characterized before and after stabilization using SEM–EDX, XRF, TXRF, and XRD, combined with distilled water leaching tests. SDDC treatment induced notable morphological transformation from spherical particles to plate-like and prismatic aggregates, indicating the precipitation of metal–chelate complexes on particle surfaces. XRD analysis revealed that both raw FA and stabilized FA (SFA) share dominant crystalline phases cristobalite, coesite (SiO₂ polymorphs) and Al₂O₃, confirming that the bulk mineral matrix remained structurally stable after stabilization. However, XRF data showed significant compositional redistribution between the solid and mobile phases. Leaching tests showed that crude fly ash exceeded the limits of QCVN 07:2025/BTNMT - Vietnam’s National Technical Standard on Hazardous Waste - for Ni, Pb, and Cd by approximately 1.25–1.5 times, 9.5–11 times, and 9 times, respectively. In contrast, SFA showed progressively declining metal leachability, with dissolved concentrations below 5% from the ninth day onward, achieving full regulatory compliance.

城市固体垃圾焚烧厂的飞灰(FA)由于重金属在流动状态下造成了重大的环境风险。本研究首次在越南的两个主要的废物能源(WtE)设施上对使用二甲基二硫代氨基甲酸钠(SDDC)稳定MSWI FA进行了实地评估。采用SEM-EDX、XRF、TXRF、XRD等方法,结合蒸馏水浸出试验,对16个样品稳定化前后进行了表征。SDDC处理导致颗粒形态发生了明显的转变,从球形颗粒转变为板状和棱柱状团聚体,表明金属螯合物在颗粒表面沉淀。XRD分析表明,原料FA和稳定FA (SFA)的主要晶相为方石英、硅矿(SiO₂多晶型)和Al₂O₃,证实了稳定后的主体矿物基质在结构上保持稳定。然而,XRF数据显示固体相和流动相之间的成分重分布明显。浸出试验表明,粗粉煤灰的Ni、Pb和Cd含量分别超过了QCVN 07:25 5/BTNMT(越南危险废物国家技术标准)的1.25-1.5倍、9.5-11倍和9倍。相比之下,SFA的金属浸出率逐渐下降,从第9天开始溶解浓度低于5%,完全符合法规要求。
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引用次数: 0
Analysis of the influence of propaganda and education on the accuracy of waste classification in primary school students 宣传教育对小学生垃圾分类准确性的影响分析
IF 3.8 4区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2026-08-07 DOI: 10.1007/s10163-026-02663-8
Hao Zhu, Ziliang Zhao, Muhammad Salam, Naying Li, Zhiyong Han

Effective solid waste management can be achieved through systematic waste sorting and recycling. This study investigates primary school students’ willingness toward waste classification by evaluating the impacts of regional differences, demographic factors, and educational interventions. Through comprehensive analysis of area, age, gender, awareness and attitude factors, the results indicated that professional presentations played an important role in forming the correct waste classification awareness of students, while urban areas showed greater effectiveness in educational propaganda. However, broader waste type identification remains challenging, as only draft papers (DP) and discarded stationery (DS) achieved relatively high recognition accuracy rates among typical campus waste types. Correlation and logistic regression analyses further revealed that awareness and attitude significantly influenced students’ willingness to participate in waste classification. These findings highlighted the importance of early-stage environmental education and parental involvement in cultivating sustainable waste management behaviors. This study provided targeted recommendations for optimizing waste classification education in primary schools and offered useful references for environmental education policy development.

Graphical abstract

通过系统的废物分类和回收,可以实现有效的固体废物管理。本研究透过区域差异、人口统计因素及教育干预措施的影响,探讨小学生对垃圾分类的意愿。通过对地区、年龄、性别、意识和态度等因素的综合分析,结果表明专业演讲对学生形成正确的垃圾分类意识发挥了重要作用,而城市地区的教育宣传效果更大。然而,更广泛的废物类型识别仍然具有挑战性,因为在典型的校园废物类型中,只有草稿文件(DP)和废弃文具(DS)的识别准确率相对较高。相关分析和logistic回归分析进一步显示,意识和态度显著影响学生参与垃圾分类的意愿。这些发现强调了早期环境教育和父母参与培养可持续废物管理行为的重要性。本研究为优化小学垃圾分类教育提供了有针对性的建议,为环境教育政策的制定提供了有益的参考。图形抽象
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引用次数: 0
A review of closed-Loop recycling of synthetic textile waste: technical advances, industrial applications, and future prospects 纺织合成废料闭环回收的技术进展、工业应用及前景展望
IF 3.8 4区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2026-08-07 DOI: 10.1007/s10163-026-02680-7
Xinyu Xu, Zhi Chen, Kelvin Tsun Wai Ng, Linxiang Lyu, Rumpa Chowdhury, Xiaohan Yang, Chunjiang An

The fashion industry heavily impacts the environment, with vast amounts of textile waste landfilled or incinerated each year. Recycling textiles offers a key path toward more sustainable practices. This review study summarizes textile sorting, as well as mechanical and chemical recycling technologies for synthetic textile waste under the closed-loop recycling model. Although mechanical recycling is the most commonly used method today for most waste textiles, for synthetic fabrics, the process can damage the fabrics and degrade the quality of the recovered fibers. In order to obtain the best recycling efficiency, chemical recycling is the recommended course of action. Polyester is the most common synthetic fiber available on the market today, so most current recycling methods focus on PET recycling. Additionally, polyester and cotton blends are also considered in recycling processes. Moreover, recycling technologies for polyamide are also gradually developing. In the meantime, this study also discusses the performance difference between recycled fabrics and virgin fabrics. Current experimental verification indicates that although the performance of recycled fabrics is not as high as virgin fabrics, the difference can be negligible. As brands increasingly adopt recycled fabrics to cut energy use, developing eco-friendly and cost-effective recycling methods for synthetic textiles is essential.

时装业严重影响环境,每年有大量的纺织废料被填埋或焚烧。回收纺织品为实现更可持续的做法提供了一条关键途径。本文综述了在闭环回收模式下纺织分选、纺织合成废料的机械和化学回收技术。虽然机械回收是当今大多数废弃纺织品最常用的方法,但对于合成织物,该过程会损坏织物并降低回收纤维的质量。为了获得最佳的回收效率,化学回收是推荐的做法。聚酯是当今市场上最常见的合成纤维,所以目前大多数回收方法都集中在PET回收上。此外,聚酯和棉混纺也被考虑在回收过程中。此外,聚酰胺的回收利用技术也在逐步发展。同时,本研究还探讨了再生织物与原生织物的性能差异。目前的实验验证表明,虽然回收织物的性能不如原始织物高,但差异可以忽略不计。随着越来越多的品牌采用回收面料来减少能源消耗,开发环保且具有成本效益的合成纺织品回收方法至关重要。
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引用次数: 0
Facile strategy for valorization of nitrile butadiene rubber wastes into a valuable resource for conductive rubber nanocomposites 丁腈橡胶废弃物转化为导电橡胶纳米复合材料宝贵资源的简易策略
IF 3.8 4区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2026-08-03 DOI: 10.1007/s10163-026-02679-0
Nabil Hayeemasae, Anoma Thitithammawong, Subhan Salaeh, Sitisaiyidah Saiwari

This study demonstrates a sustainable approach to converting nitrile rubber (NBR) scrap from glove production into value-added elastomers via a devulcanization process. The devulcanizing temperature, time, and devulcanization aid concentration were optimized. The optimal devulcanization condition (1.0 phr DPDS, 170 °C, 6 min) yielded recycled NBR (rNBR) with 20% reduction in cross-link density and 12.6% to 18.5% increase in sol fraction, respectively. Further focus of this study was to develop conductive rubber composites based on NBR scrap. The reinforcement and electrical conductivity of NR/rNBR blends with various multiwalled carbon nanotubes (MWCNTs) contents (0–5 phr) were studied. NR-rich blends (NR/rNBR = 75/25) exhibited reversion curing behavior, whereas rNBR-rich blends showed plateau curing curves due to improved thermal stability. Adding MWCNT nanoparticles boosted tensile strength and modulus in rNBR-rich blends. However, elongation declined because chain mobility became more restricted. Notably, electrical conductivity increased substantially with higher MWCNTs content, and the percolation threshold was lower in rNBR-rich blends (pc = 0.35 phr). This improvement is attributed to residual crosslinked networks in rNBR that promote the formation of MWCNT networks in NR/rNBR blends. These findings highlight the potential of NR/rNBR/MWCNT composites to deliver enhanced mechanical and electrical properties while valorizing glove waste, advancing sustainable material applications.

本研究展示了一种可持续的方法,通过脱硫化过程将手套生产中的丁腈橡胶(NBR)废料转化为增值弹性体。对脱硫温度、时间、助剂浓度进行了优化。最佳脱硫条件为1.0 phr DPDS, 170°C, 6 min,得到的再生丁腈橡胶(rNBR)交联密度降低20%,溶胶分数提高12.6% ~ 18.5%。本研究的进一步重点是开发基于丁腈橡胶废料的导电橡胶复合材料。研究了不同多壁碳纳米管(MWCNTs)含量(0-5 phr)下NR/rNBR共混物的增强性能和导电性。富NR共混物(NR/rNBR = 75/25)表现为可逆固化行为,而富rNBR共混物由于热稳定性的提高而表现为平台固化曲线。添加MWCNT纳米颗粒提高了rnbr -富共混物的拉伸强度和模量。然而,由于链的迁移受到限制,延伸率下降。值得注意的是,随着MWCNTs含量的增加,电导率显著提高,富rnbr共混物的渗透阈值较低(pc = 0.35 phr)。这种改善是由于rNBR中残留的交联网络促进了NR/rNBR共混物中MWCNT网络的形成。这些发现突出了NR/rNBR/MWCNT复合材料在提高机械和电气性能的同时,对手套废料进行了增值,促进了材料的可持续应用。
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引用次数: 0
Effect of linz–donawitz slag on strength, microstructure and low carbon efficiency of self-compacting concrete linz-donawitz渣对自密实混凝土强度、微观结构及低碳效率的影响
IF 3.8 4区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2026-08-03 DOI: 10.1007/s10163-026-02676-3
MK Diptikanta Rout, Bheem Pratap, Punyamayee Pattanaik, Bibhu Prasad Mishra

This study investigates the use of Linz-Donawitz (LD) slag as a partial cement replacement at 0%, 5%, 10%, 15%, 20%, 25%, and 30% by mass in normal concrete (NCC) and self-compacting concrete (SCC) mixes. Fresh concrete properties, including slump flow, L-Box, and V-funnel tests were evaluated to assess workability and self-compacting behavior. Hardened properties such as compressive strength, split tensile strength, and ultrasonic pulse velocity were examined to determine the structural performance of both concrete mixes. The results indicated that LD slag exhibits cementitious characteristics that enhance the mechanical properties of concrete, with optimal performance at a 10% replacement. Beyond this level, further replacement led to a gradual decline in strength due to changes in the interfacial transition zone (ITZ) and matrix heterogeneity. Microstructural analysis revealed that SCC mixes developed a denser ITZ and greater formation of calcium silicate hydrate gels compared to NCC, contributing to a more homogeneous microstructure and higher strength. One-way ANOVA results confirmed that LD slag replacement had a statistically significant influence on the mechanical and non-destructive properties of the concrete mixes. Additionally, partial cement replacement with LD slag effectively reduced the Cradle-to-Site embodied carbon of the concrete, highlighting its potential for sustainable construction.

本研究调查了在普通混凝土(NCC)和自密实混凝土(SCC)混合料中使用林茨-多纳维茨(LD)矿渣作为部分水泥替代品,按质量比例分别为0%、5%、10%、15%、20%、25%和30%。新混凝土的性能,包括坍落度流动,L-Box和v -漏斗测试进行了评估,以评估和易性和自密实行为。硬化性能,如抗压强度,劈裂抗拉强度和超声波脉冲速度进行了检查,以确定两种混凝土混合料的结构性能。结果表明:LD渣具有增强混凝土力学性能的胶凝特性,掺量为10%时性能最佳;超过这个水平,由于界面过渡区(ITZ)和基体非均质性的变化,进一步的置换导致强度逐渐下降。微观结构分析表明,与NCC相比,SCC混合物形成了更密集的ITZ和更多的水合硅酸钙凝胶,有助于形成更均匀的微观结构和更高的强度。单因素方差分析结果证实,LD渣置换对混凝土混合料的力学性能和无损性能有显著的影响。此外,用LD渣代替部分水泥有效地减少了混凝土从摇篮到现场的碳含量,突出了其可持续建筑的潜力。
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引用次数: 0
期刊
Journal of Material Cycles and Waste Management
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