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Degradation of Geopolymers by Oxalic Acid: A Kinetic Study. 草酸降解地聚合物的动力学研究。
IF 3.2 3区 材料科学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2026-02-14 DOI: 10.3390/ma19040748
José Ramón Gasca-Tirado, Juan Carlos Ramírez Granados, Manuel Aguilar-Franco, Héctor R Guzmán-Carrillo, Karen M Soto, José Mauricio López-Romero, Eric M Rivera-Muñoz, Alejandro Manzano-Ramírez

The increasing need for sustainable construction materials has prompted research into alternatives to Ordinary Portland Cement (OPC), a major contributor to global CO2 emissions. Geopolymers, synthesized via alkali activation of aluminosilicate precursors such as metakaolin and fly ash, are a promising alternative, reducing up to 80% of carbon emissions. However, their long-term durability in aggressive chemical environments, particularly when up against organic acids, remains insufficient. While mineral and inorganic acid resistance have been studied, the impact of naturally occurring organic acids like oxalic acid (Ox)-commonly found in soils and organic-rich sediments-has received limited attention. Ox is known to chelate metal ions and alter mineral phases, potentially affecting the integrity of geopolymer matrices. This study investigates the degradation behavior of geopolymers under continuous exposure to Ox (0.2, 0.4, and 0.6 M) at 25 °C using a flow-through reactor. Mass loss over time was monitored to determine reaction kinetics, while SEM, FT-IR, XRD, and EDS analyses were conducted to evaluate microstructural and chemical changes. The results revealed significant alterations in the geopolymers' structures due to Ox exposure, providing key insights into their vulnerability to organic acid attack. These findings indicate the importance of considering organic acid interactions in long-term performance assessments of geopolymers.

对可持续建筑材料日益增长的需求促使人们研究普通波特兰水泥(OPC)的替代品,OPC是全球二氧化碳排放的主要来源。地聚合物是由偏高岭土和粉煤灰等铝硅酸盐前体碱活化合成的,是一种很有前途的替代品,可减少高达80%的碳排放。然而,它们在腐蚀性化学环境中的长期耐久性,特别是在与有机酸的对抗中,仍然不足。虽然已经研究了矿物和无机耐酸性,但天然存在的有机酸,如草酸(Ox)的影响-通常存在于土壤和富含有机物的沉积物中-受到的关注有限。众所周知,氧化能螯合金属离子和改变矿物相,潜在地影响地聚合物基质的完整性。本研究使用流动反应器研究了地聚合物在25°C连续暴露于Ox(0.2, 0.4和0.6 M)下的降解行为。通过监测随时间变化的质量损失来确定反应动力学,同时通过SEM、FT-IR、XRD和EDS分析来评估微观结构和化学变化。结果显示,由于暴露在Ox环境中,地聚合物的结构发生了重大变化,这为了解它们对有机酸攻击的脆弱性提供了关键见解。这些发现表明考虑有机酸相互作用在地聚合物长期性能评估中的重要性。
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引用次数: 0
Emerging Biomaterials for Maxillary Sinus Augmentation: From In Vitro Insights to In Vivo Clinical Translation. 上颌窦增强的新兴生物材料:从体外观察到体内临床转化。
IF 3.2 3区 材料科学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2026-02-14 DOI: 10.3390/ma19040737
Nicole Riberti, Michele Furlani, Alessandra Giuliani

Maxillary sinus augmentation is a key procedure for rehabilitating the atrophic posterior maxilla and enabling predictable implant-supported restorations. Although autogenous bone remains the biological gold standard due to its osteogenic potential, its clinical use has declined because of donor-site morbidity, limited availability, and increased surgical burden. Deproteinized bovine bone mineral (DBBM) is currently the most widely used substitute, providing excellent biocompatibility and long-term volumetric stability. However, its inert nature, limited bioactivity, and slow resorption have driven the development of next-generation graft materials. Recent biomaterial innovations aim to enhance vascularization, accelerate osteogenesis, modulate immune responses, and achieve controlled resorption while maintaining favorable handling properties. These include ion-releasing bioactive ceramics, growth factor-enhanced allografts, polysaccharide-hydroxyapatite composites, smart hydrogels, and synthetic scaffolds with tunable degradation profiles. Given the complexity of bone regeneration, effective clinical translation requires an integrated framework combining in vitro assays, animal models, and human clinical studies. This review synthesizes evidence published since 2018 on emerging biomaterials for sinus floor elevation, critically evaluating their potential to overcome the limitations of DBBM and highlighting the importance of a coordinated preclinical-to-clinical research continuum.

上颌窦增强术是修复萎缩的后上颌和实现可预测的种植体支持修复的关键步骤。尽管自体骨由于其成骨潜力仍然是生物学上的金标准,但由于供体部位的发病率、可用性有限和手术负担增加,其临床应用已经下降。脱蛋白牛骨矿物质(DBBM)是目前应用最广泛的替代品,具有良好的生物相容性和长期体积稳定性。然而,由于其惰性、有限的生物活性和缓慢的吸收,下一代接枝材料的发展受到了限制。最近的生物材料创新旨在增强血管化,加速成骨,调节免疫反应,并在保持良好处理性能的同时实现可控的吸收。这些包括离子释放生物活性陶瓷、生长因子增强异体移植物、多糖-羟基磷灰石复合材料、智能水凝胶和具有可调降解特征的合成支架。鉴于骨再生的复杂性,有效的临床转化需要一个结合体外实验、动物模型和人类临床研究的综合框架。本综述综合了自2018年以来发表的关于窦底抬高新兴生物材料的证据,批判性地评估了它们克服DBBM局限性的潜力,并强调了协调临床前到临床研究连续体的重要性。
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引用次数: 0
Electrochemical Analysis of the Corrosion Resistance of the Al-Alloy EN AW-5454-D and Its Welded Joints. EN AW-5454-D铝合金及其焊接接头耐蚀性的电化学分析。
IF 3.2 3区 材料科学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2026-02-14 DOI: 10.3390/ma19040750
Matjaž Balant, Gyöngyi Vastag, Peter Majerič, Rebeka Rudolf

An electrochemical evaluation of the corrosion resistance of the Al-alloy EN AW-5454-D and its welded joints made by MIG (Metal Inert Gas) and by laser hybrid (LH) welding was performed in this study. All the tested samples had a thickness of 4 mm, whereby all the samples' surfaces were cleaned with a plasma cleaning process before the electrochemical testing to reduce the impact of contamination. The electrochemical behaviour was investigated in a 3.5 wt.% NaCl electrolyte over exposure periods of 1 h, 7 days, and 30 days using electrochemical methods and surface examination. The results demonstrate that the welding processes (MIG and LH) caused microstructural heterogeneities that reduce the corrosion resistance of the weld. The MIG-welded specimen showed worse properties than the LH-welded specimen in the electrochemical tests, as it had a higher corrosion current density, lower polarisation resistance, and higher layer capacitance. Due to long-term exposure to the immersion solution, despite the reduced susceptibility to uniform corrosion, the Al-alloy samples and their welds remained susceptible to pitting corrosion.

对金属惰性气体(MIG)焊接和激光复合焊接(LH)焊接的铝合金EN AW-5454-D及其焊接接头的耐蚀性进行了电化学评价。所有被测样品的厚度均为4mm,在电化学测试之前,所有样品的表面均采用等离子体清洗工艺进行清洗,以减少污染的影响。在3.5 wt.% NaCl的电解液中,通过电化学方法和表面检查,分别在1小时、7天和30天的时间内研究了其电化学行为。结果表明,焊接工艺(MIG和LH)导致焊缝组织不均匀,降低了焊缝的耐蚀性。在电化学试验中,mig -焊接试样具有更高的腐蚀电流密度、更低的极化电阻和更大的层电容量,其性能比lh -焊接试样差。由于长期暴露于浸泡溶液中,尽管铝合金样品及其焊缝对均匀腐蚀的敏感性降低,但仍然容易发生点蚀。
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引用次数: 0
Properties and Environmental Impact of Cement Mortar Using Spodumene Mining Residue as Mineral Admixture. 以锂辉石矿渣为掺合料的水泥砂浆性能及环境影响。
IF 3.2 3区 材料科学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2026-02-13 DOI: 10.3390/ma19040729
Cheng Li, Xiaoying Li, Weiping Yan, Zhenhua Feng, Binbin Tang, Wei Zhang, Ping Jiang

The rapid development of the lithium battery industry resulted in a large accumulation of spodumene mining residue (SMR). This paper explored the feasibility of using SMR as mineral admixtures in cement mortar. The properties of cement mortar, including flexural strength, compressive strength, fluidity, hydration characteristics, and durability, were studied. The interaction mechanism between SMR and cement mortar had been explored using the Dinger-Funk model, isothermal calorimetry, X-Ray Diffraction (XRD), fourier Transform Infrared Spectroscopy (FTIR), and thermogravimetry (TG) methods. Additionally, the environmental impact of cement mortar was quantitatively evaluated by the life cycle assessment method. The results showed that, while the dosage of SMR was no more than 20 wt.% replaced cement, the flexural strength, compressive strength, and anti-carbonation and sulfate corrosion resistance properties of S2 and S3 cement mortar were similar to that of the blank group. After curing for 28 d, the compressive strength of S1, S2, and S3 were 44.2 MPa, 43.15 MPa, and 40.32 MPa, respectively. SMR powder could improve the workability and reduce the cumulative hydration heat of cement mortar, which confirmed its application potential in large-volume concrete projects. The appropriate content of SMR incorporation into cement mortar could improve the structure and properties of cement-based materials through particle filling, the induced nucleation effect, and the pozzolanic effect. In addition, the utilization of SMR reduced the environmental emissions and resource consumption of cement-based materials. Using 1 m3 cement mortar as an example, for every 10 wt.% increase in SMR powder replacing cement, the energy consumption, the emissions of CO2, CO, CxHy, NOx, SO2, dust, and resource consumption of cement mortar were decreased by approximately 342 MJ, 40 kg, 8.1 g, 5.55 g, 88.3 g, 5.24 g, 1.80 kg, and 74.3 kg, respectively. The research findings of this paper are expected to promote the resource utilization of SMR and reduce the carbon emissions of the building materials industry.

锂电池工业的快速发展导致锂辉石矿渣大量堆积。探讨了SMR作为水泥砂浆矿物掺合料的可行性。研究了水泥砂浆的抗折强度、抗压强度、流动性、水化特性和耐久性等性能。采用丁格尔- funk模型、等温量热法、x射线衍射(XRD)、傅立叶变换红外光谱(FTIR)和热重法(TG)等方法探讨了SMR与水泥砂浆的相互作用机理。采用生命周期评价方法对水泥砂浆的环境影响进行了定量评价。结果表明,在SMR用量不超过20% wt.%的情况下,S2和S3水泥砂浆的抗折强度、抗压强度、抗碳化和抗硫酸盐腐蚀性能与空白组相近。养护28 d后,S1、S2和S3的抗压强度分别为44.2 MPa、43.15 MPa和40.32 MPa。SMR粉可以改善水泥砂浆的和易性,降低水泥砂浆的累积水化热,证实了SMR粉在大体积混凝土工程中的应用潜力。适量的SMR掺入水泥砂浆可以通过颗粒填充、诱导成核效应和火山灰效应改善水泥基材料的结构和性能。此外,SMR的利用减少了水泥基材料的环境排放和资源消耗。以1 m3水泥砂浆为例,SMR粉替代水泥每增加10 wt.%,水泥砂浆的能耗、CO2、CO、CxHy、NOx、SO2排放量、粉尘排放量和资源消耗分别减少约342 MJ、40 kg、8.1 g、5.55 g、88.3 g、5.24 g、1.80 kg和74.3 kg。本文的研究成果有望促进SMR的资源化利用,降低建材行业的碳排放。
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引用次数: 0
Residual Mechanical and Structural Properties of Non-Calcined Hwangto Concrete After Exposure to High Temperatures. 高温下未煅烧黄陶混凝土的残余力学和结构性能。
IF 3.2 3区 材料科学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2026-02-13 DOI: 10.3390/ma19040724
Taehyung Kim, Wonchang Kim, Hajun Im, Taegyu Lee

This study evaluated the residual mechanical properties of concrete in which Ordinary Portland Cement (OPC) was partially replaced with non-calcined Hwangto (NHT). Specimens were prepared with two water-to-binder (W/B) ratios (0.41 and 0.33) and three NHT replacement levels (0%, 15%, and 30%). The specimens were exposed to elevated temperatures of 20, 100, 200, 300, 500, and 700 °C at a heating rate of 1 °C/min. The results indicated that while the initial compressive strength at room temperature decreased with increasing NHT content, the residual mechanical performance at high temperatures significantly improved. Notably, temporary strength recovery was observed in the 200-300 °C range due to the internal autoclaving effect. At 700 °C, the NHTC (non-calcined Hwangto concrete)-30 series exhibited the highest thermal stability, retaining 28.2% of its initial compressive strength, whereas the Plain (OPC Concrete) and NHTC-15 series retained only 23.6% and 22.4%, respectively. Regarding energy absorption, the dissipated energy varied with the W/B ratio. In the W/B 41 series, the NHTC-30 specimen demonstrated superior ductility and energy dissipation capacity at 700 °C, outperforming the Plain specimen. This enhanced post-peak performance is attributed to the thermal activation of kaolinite into metakaolin, which preserves microstructural integrity by mitigating the severe degradation of hydration products and inhibiting crack propagation. These findings suggest that incorporating NHT effectively enhances the fire resistance and residual structural integrity of concrete, particularly in normal-strength matrices.

本研究评估了普通硅酸盐水泥(OPC)部分替换为未煅烧黄土(NHT)混凝土的残余力学性能。采用两种水胶比(W/B)(0.41和0.33)和三种NHT替代水平(0%、15%和30%)制备标本。在1°C/min的加热速率下,将样品暴露在20、100、200、300、500和700°C的高温下。结果表明:随着NHT含量的增加,室温初始抗压强度降低,但高温残余力学性能显著提高;值得注意的是,由于内部高压灭菌效应,在200-300°C范围内观察到暂时的强度恢复。在700°C时,NHTC(未煅烧的hwang - to混凝土)-30系列表现出最高的热稳定性,保留了其初始抗压强度的28.2%,而Plain (OPC混凝土)和NHTC-15系列分别仅保留了23.6%和22.4%。在能量吸收方面,耗散能量随W/B比的变化而变化。在W/B 41系列中,NHTC-30试件在700℃时的延性和耗能能力优于Plain试件。峰后性能的增强是由于高岭石被热活化成偏高岭土,通过减轻水化产物的严重降解和抑制裂纹扩展来保持微观结构的完整性。这些发现表明,加入NHT有效地提高了混凝土的耐火性和残余结构完整性,特别是在标准强度矩阵中。
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引用次数: 0
Formation of Titanium Carbide MMC and Modelling the Chemical Effect on Powder Density for Additive Manufacturing. 增材制造中碳化钛MMC的形成及化学效应对粉末密度的模拟。
IF 3.2 3区 材料科学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2026-02-13 DOI: 10.3390/ma19040715
Busisiwe J Mfusi, Ntombizodwa R Mathe, Hertzog Bisset, Rosinah Modiba, Patricia A I Popoola

Titanium carbide has developed into an exceptional reinforcement contender in Aluminium Matrix Composites (AMCs) because of its greater characteristics such as elevated hardness, elevated elastic modulus, low heat conductivity, and constancy at moderately elevated temperatures. Furthermore, it is consequently selected as the reinforcing segment in AMCs because of its good thermodynamic and wettability stability inside the aluminium melt pool. In this work, titanium carbide powder was mixed to distinguish AlSi10Mg strengthening by the additive manufacturing (AM) process in the category of powder bed identified as Powder Bed Fusion (PBF). The objective of the study was to have homogeneously mixed powders for processing on the reinforcement of AlSi10Mg with TiC. Different characterisation procedures were carried out, such as scanning electron microscope energy dispersive X-ray spectroscopy (SEM-EDS), pycnometry, and thermogravimetric analysis (TGA). The advancement of powder density from 2.65 to 2.72 g/cm3 and surface area from 0.02 to 0.14 m2/g was accomplished. The modelling findings concurred that the addition of Ti and C increases the density of the alloy, with Ti contributing more to AlSi than C. It was deduced that with Ti and C added to the system, the bulk modulus increases, with Al6Si8TiC having the largest value of 80.34 GPa.

碳化钛由于具有较高的硬度、较高的弹性模量、较低的导热性和中等高温下的稳定性等特点,已发展成为铝基复合材料(AMCs)中一种特殊的增强材料。此外,由于其在铝熔池内具有良好的热力学稳定性和润湿性,因此被选为AMCs中的增强段。在这项工作中,混合碳化钛粉末,以区分增材制造(AM)工艺增强AlSi10Mg的粉末床类别,确定为粉末床熔融(PBF)。本研究的目的是获得混合均匀的粉末,用于TiC增强AlSi10Mg的加工。进行了不同的表征程序,如扫描电子显微镜能量色散x射线能谱(SEM-EDS),体积测定和热重分析(TGA)。粉末密度由2.65提高到2.72 g/cm3,比表面积由0.02提高到0.14 m2/g。模拟结果表明,Ti和C的加入增加了合金的密度,其中Ti对AlSi的贡献大于C。可以推断,随着Ti和C的加入,合金的体积模量增加,Al6Si8TiC的体积模量最大,达到80.34 GPa。
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引用次数: 0
In-Plane Dynamic Crushing Response and Energy Absorption of a Novel Auxetic Honeycomb. 一种新型辅助蜂窝的面内动态破碎响应及能量吸收。
IF 3.2 3区 材料科学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2026-02-13 DOI: 10.3390/ma19040716
Xin-Liang Li, Bai-Xuan Song, Peng Jia

A novel auxetic honeycomb (RSSHR) is developed by introducing the arc-shaped structure into the re-entrant star-shaped honeycomb (RSSH). Based on theoretical models and finite element methods, the dynamic crushing responses of RSSH and RSSHR plate (RSSH_P and RSSHR_P) structures are investigated to elucidate the dependence of plateau stress, negative Poisson's ratio (NPR), deformed shape and specific energy absorption (SEA) on crushing velocity. The stress-strain curves of two types of structures are calculated to analyze configuration-mechanical property relationships. The results exhibit that the plateau stress and SEA of the RSSH_P and RSSHR_P structures increase as the crushing velocity increases. Owing to the stress-mitigating effect of the arc-shaped structure, the RSSHR_P structure exhibits a stronger NPR effect. And the SEA of the RSSHR_P structure is higher than that of the RSSH_P structure. In addition, it is also found that at low crushing velocity, the stress-strain curves of the two structures exhibit three distinct stages: the elastic stage (I), the stress plateau stage (II) and the densification stage (III). During the crushing process, there are three deformed shapes. They are the global deformed shape, the local deformed shape and the layer-by-layer deformed shape.

在返回式星形蜂窝(RSSH)中引入圆弧结构,研制了一种新型的消声蜂窝(RSSHR)。基于理论模型和有限元方法,研究了RSSH和RSSHR板(RSSH_P和RSSHR_P)结构的动态破碎响应,阐明了平台应力、负泊松比(NPR)、变形形状和比能吸收(SEA)对破碎速度的影响。计算了两种结构的应力-应变曲线,分析了两种结构的形态-力学性能关系。结果表明:随着破碎速度的增大,RSSH_P和RSSHR_P结构的高原应力和SEA均增大;由于弧形结构的应力缓解作用,RSSHR_P结构表现出更强的NPR效应。RSSHR_P结构的SEA高于RSSH_P结构。此外,还发现在低破碎速度下,两种结构的应力-应变曲线呈现出三个不同的阶段:弹性阶段(I)、应力平台阶段(II)和致密化阶段(III)。在破碎过程中,有三种变形形状。它们是全局变形形状、局部变形形状和逐层变形形状。
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引用次数: 0
Bismuth-Based Materials as Solar-Driven Photo(Electro)Catalysts for Environmental Remediation. 铋基材料作为太阳能驱动光(电)催化剂用于环境修复。
IF 3.2 3区 材料科学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2026-02-13 DOI: 10.3390/ma19040728
Muhammad Ashraf, Jiang Guo, Kai Yan, Jingdong Zhang

Bismuth-based semiconductors have emerged as a promising class of visible-light-responsive photo(electro)catalysts for environmental remediation owing to their tunable electronic structures, moderate band gaps, and relatively low toxicity. The stereochemically active Bi3+ 6s2 lone pair and strong Bi-O orbital hybridization tailor valence-band states, enabling enhanced utilization of the solar spectrum and favorable charge-carrier dynamics. In addition, layered, perovskite-like, and aurivillius-type crystal frameworks generate internal electric fields that are advantageous for photoelectrochemical (PEC) operation. This review critically examines advances from 2015 to 2025 in the design, synthesis, modification, and environmental applications of bismuth-based photo(electro)catalysts, with particular emphasis on PEC systems for pollutant degradation. Major material families, including bismuth oxides, oxyhalides, oxychalcogenides, chalcogenides, perovskite-like oxides, and complex metal oxides, are discussed in relation to their structure-property-performance relationships. Key synthesis strategies, such as solid-state, sol-gel, hydro/solvothermal, microwave-assisted, spray pyrolysis, and electrodeposition methods, are compared with respect to morphology control, defect chemistry, and electrode integration. Performance-enhancing approaches, including elemental doping, oxygen-vacancy engineering, and the rational design of type-II, p-n, Z-scheme, and S-scheme heterojunctions, are critically assessed. Practical considerations related to stability, scalability, and techno-economic constraints are highlighted. Finally, current challenges and future directions toward durable and application-ready bismuth-based PEC technologies are outlined.

铋基半导体由于其可调谐的电子结构、适中的带隙和相对较低的毒性,已成为一种有前途的可见光响应光(电)催化剂,用于环境修复。立体化学活性的Bi3+ 6s2孤对和强Bi-O轨道杂化调整了价带状态,增强了对太阳光谱的利用和有利的载流子动力学。此外,层状的、钙钛矿状的和aurivillius型的晶体框架产生有利于光电化学(PEC)操作的内部电场。本文综述了2015年至2025年铋基光(电)催化剂的设计、合成、改性和环境应用方面的进展,特别强调了用于污染物降解的PEC系统。主要的材料家族,包括铋氧化物、氧化卤化物、氧化硫族化合物、硫族化合物、钙钛矿类氧化物和复杂的金属氧化物,讨论了它们的结构-性能-性能关系。主要的合成策略,如固态、溶胶-凝胶、水/溶剂热、微波辅助、喷雾热解和电沉积方法,在形貌控制、缺陷化学和电极集成方面进行了比较。提高性能的方法,包括元素掺杂,氧空位工程,以及ii型,p-n, z -图式和s -图式异质结的合理设计,进行了严格的评估。强调了与稳定性、可伸缩性和技术经济约束相关的实际考虑。最后,概述了目前面临的挑战和未来的发展方向,以实现耐用和应用就绪的铋基PEC技术。
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引用次数: 0
Environmental Chlorine Pollution Mitigation Using Material-Pollutant Interactions and Field-Scale Applications. 利用材料-污染物相互作用和现场规模应用减轻环境氯污染。
IF 3.2 3区 材料科学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2026-02-13 DOI: 10.3390/ma19040720
Ieva Andriulaityte, Marina Valentukeviciene, Ramune Zurauskiene

Nature-based solutions, including green infrastructure (GI), are considered sustainable tools for stormwater treatment. GI elements (rain gardens, green roofs, etc.) are increasingly applied as integrated approaches for climate change mitigation and environmental pollution reduction. This study focused on investigations of rain gardens for reducing stormwater polluted by residual chlorine after the disinfection of outdoor spaces. Laboratory (column test) and field tests were carried out to evaluate the infiltration capacities of an experimental rain garden model, as well as its efficiency for retaining residual chlorine. The experiments were conducted using simulated rain garden layers composed of waste materials that remained after different production processes. The average infiltration coefficient values obtained were 2.55 × 10-5 m/s, 2.45 × 10-5 m/s, 2.24 × 10-5 m/s, 3.4 × 10-5 m/s, 1.28 × 10-5 m/s, 1.84 × 10-5 m/s (laboratory test), and 1.39 × 10-5 m/s (field test). These values correspond to the characteristics of sand-gravel substrates. A chlorine retention efficiency of 82.5-87% was obtained. Granulometric analysis confirmed fraction size suitability for rain garden filtration. This research indicates the potential of rain gardens for reducing stormwater pollution, providing a basis for future research and practical implementation.

基于自然的解决方案,包括绿色基础设施(GI),被认为是雨水处理的可持续工具。生态环境要素(雨水花园、绿色屋顶等)越来越多地被用作减缓气候变化和减少环境污染的综合方法。本研究的重点是雨水花园,以减少室外空间消毒后的余氯污染的雨水。通过室内(柱试验)和现场试验,评价了实验雨园模型的入渗能力及其截留余氯的效率。实验是用不同生产过程后残留的废料组成的模拟雨园层进行的。获得的平均入渗系数分别为2.55 × 10-5 m/s、2.45 × 10-5 m/s、2.24 × 10-5 m/s、3.4 × 10-5 m/s、1.28 × 10-5 m/s、1.84 × 10-5 m/s(室内试验)和1.39 × 10-5 m/s(现场试验)。这些值与砂砾基质的特性相对应。氯保留率为82.5 ~ 87%。粒度分析证实了颗粒粒径适合雨园过滤。本研究指出了雨水花园在减少雨水污染方面的潜力,为未来的研究和实际实施提供了基础。
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引用次数: 0
A Novel Machine Learning-Based Strain Capacity Prediction Model of High-Grade Pipeline Girth Welds Using LightGBM. 基于LightGBM的高等级管道环焊缝应变能力机器学习预测模型
IF 3.2 3区 材料科学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2026-02-13 DOI: 10.3390/ma19040726
Xiaoben Liu, Yanbing Wang, Yue Yang, Jian Chen, Pengchao Chen, Jiaqing Zhang, Dong Zhang

Currently, the non-uniformity of girth weld positions makes their limit state a crucial determinant of pipeline safety. The design method based on the limit state is pivotal in ensuring the integrity and reliability of the pipeline system. Challenges often emerge when determining the limit states of girth welds using semi-empirical formula methods, primarily due to difficulties in accurately identifying influential factors. The quantitative impact of each influence parameter on the crack driving force and the results determined by the semi-empirical formula remain unclear. This study utilizes numerical simulation methods to systematically analyze the quantitative sensitivity laws of critical factors such as crack depth on the crack driving force to address this challenge. The findings revealed that the strength matching coefficient, crack depth, and misalignment are the most significant factors influencing the crack driving force, followed by crack length, softening rate, yield-to-strength ratio, internal pressure, and wall thickness. The effects of tensile strength and outer diameter are relatively minor. A comprehensive database of crack driving forces is constructed using a parameter matrix approach. Combined with the LightGBM machine learning algorithm, a full-scale prediction model for the strain capacity of pipeline girth welds is developed. Predictions for 18 sets of wide-plate test results from the literature confirm the high accuracy of the prediction model, with a prediction accuracy of 6.48%. This research provides a robust reference for accurately determining the limit state of pipeline girth welds and effectively meets the demands of rapidly advancing welding technologies and increasingly complex service environments.

目前,环焊缝位置的不均匀性使其极限状态成为决定管道安全的关键因素。基于极限状态的设计方法是保证管道系统完整性和可靠性的关键。在使用半经验公式方法确定环焊缝极限状态时,经常出现挑战,主要是由于难以准确识别影响因素。各影响参数对裂纹驱动力的定量影响以及半经验公式确定的结果尚不清楚。本研究利用数值模拟方法,系统分析裂纹深度等关键因素对裂纹驱动力的定量敏感性规律,以应对这一挑战。结果表明,强度匹配系数、裂缝深度和裂缝错位是影响裂缝驱动力的最显著因素,其次是裂缝长度、软化速率、屈服强度比、内压和壁厚。拉伸强度和外径的影响相对较小。采用参数矩阵法建立了裂纹驱动力综合数据库。结合LightGBM机器学习算法,建立了管道环焊缝应变能力全尺寸预测模型。对18组文献宽板试验结果的预测证实了预测模型的较高准确性,预测准确率为6.48%。该研究为准确确定管道环焊缝的极限状态提供了可靠的参考,有效地满足了焊接技术快速发展和使用环境日益复杂的需求。
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