首页 > 最新文献

Results in Materials最新文献

英文 中文
First-principles calculations to investigate the bulk, electronic, optical and thermoelectric properties of BaGe2As2 and BaGe2P2 alloys 用第一性原理计算研究BaGe2As2和BaGe2P2合金的体积、电子、光学和热电性能
Pub Date : 2024-12-01 DOI: 10.1016/j.rinma.2024.100635
Debora Nameme , George S. Manyali , Michael Nakitare Waswa , Job W. Wafula
<div><div>The structural, elastic, electronic, and optical properties of BaGe<span><math><msub><mrow></mrow><mrow><mn>2</mn></mrow></msub></math></span>As<span><math><msub><mrow></mrow><mrow><mn>2</mn></mrow></msub></math></span> and BaGe<span><math><msub><mrow></mrow><mrow><mn>2</mn></mrow></msub></math></span>P<span><math><msub><mrow></mrow><mrow><mn>2</mn></mrow></msub></math></span> have been theoretically investigated, but their thermoelectric properties have not been reported. The current work aimed at conducting an exhaustive study on the bulk, electronic, and optical properties as well as the thermoelectric property of BaGe<span><math><msub><mrow></mrow><mrow><mn>2</mn></mrow></msub></math></span>As<span><math><msub><mrow></mrow><mrow><mn>2</mn></mrow></msub></math></span> and BaGe<span><math><msub><mrow></mrow><mrow><mn>2</mn></mrow></msub></math></span>P<span><math><msub><mrow></mrow><mrow><mn>2</mn></mrow></msub></math></span> zintl phase compounds. Density functional theory implemented in Quantum ESPRESSO code combined with other processing codes such as Thermo<span><math><msub><mrow></mrow><mrow><mo>−</mo></mrow></msub></math></span>pw and BoltzTrap were employed in this study. The lattice constants computed were found to agree well with the other theoretical and experimental results, demonstrating validity of the study. Both compounds are brittle, elastically anisotropic and mechanically as well thermodynamically stable. The materials in this investigation were discovered to be semiconductors with indirect band gaps of 0.73 eV and 1.14 eV for BaGe<span><math><msub><mrow></mrow><mrow><mn>2</mn></mrow></msub></math></span>As<span><math><msub><mrow></mrow><mrow><mn>2</mn></mrow></msub></math></span> and BaGe<span><math><msub><mrow></mrow><mrow><mn>2</mn></mrow></msub></math></span>P<span><math><msub><mrow></mrow><mrow><mn>2</mn></mrow></msub></math></span> respectively. Therefore, both materials are appropriate for use in the electronics sector, notably in temperature control applications. The PDOS analysis suggests that P and As in BaGe<span><math><msub><mrow></mrow><mrow><mn>2</mn></mrow></msub></math></span>P<span><math><msub><mrow></mrow><mrow><mn>2</mn></mrow></msub></math></span> and BaGe<span><math><msub><mrow></mrow><mrow><mn>2</mn></mrow></msub></math></span>As<span><math><msub><mrow></mrow><mrow><mn>2</mn></mrow></msub></math></span>, respectively, dominate the conduction band, whereas Ge dominates the valence band in both cases. The results also show that BaGe<span><math><msub><mrow></mrow><mrow><mn>2</mn></mrow></msub></math></span>P<span><math><msub><mrow></mrow><mrow><mn>2</mn></mrow></msub></math></span> out-performs BaGe<span><math><msub><mrow></mrow><mrow><mn>2</mn></mrow></msub></math></span>As<span><math><msub><mrow></mrow><mrow><mn>2</mn></mrow></msub></math></span> in terms of optical absorption coefficient. Both BaGe<span><math><msub><mrow></mrow><mrow><mn>2</mn></mrow></msub></math></span>As<span><math><msub><mro
理论上研究了BaGe2As2和BaGe2P2的结构、弹性、电子和光学性质,但其热电性质尚未报道。目前的工作旨在对BaGe2As2和BaGe2P2 zintl相化合物的体、电子、光学性质以及热电性质进行详尽的研究。在量子浓缩码中实现密度泛函理论,并结合其他处理代码(如Thermo - pw和BoltzTrap)进行研究。计算的晶格常数与其他理论和实验结果吻合较好,证明了研究的有效性。这两种化合物都是脆的、弹性各向异性的、机械和热力学稳定的。本研究中发现的材料为半导体,BaGe2As2和BaGe2P2的间接带隙分别为0.73 eV和1.14 eV。因此,这两种材料都适用于电子行业,特别是温度控制应用。PDOS分析表明,在BaGe2P2和BaGe2As2中,P和As分别主导导带,而Ge在两种情况下都主导价带。结果还表明,在光学吸收系数方面,BaGe2P2优于BaGe2As2。BaGe2As2和BaGe2P2都是优秀的p型热电材料,但BaGe2P2比BaGe2As2具有更大的优点,使其成为一种潜在的热电材料。最后,由于计算资源有限,没有计算复合BaGe2As2和BaGe2P2化合物的晶格热导率,因此本研究中确定的优点值图被认为是近似值。
{"title":"First-principles calculations to investigate the bulk, electronic, optical and thermoelectric properties of BaGe2As2 and BaGe2P2 alloys","authors":"Debora Nameme ,&nbsp;George S. Manyali ,&nbsp;Michael Nakitare Waswa ,&nbsp;Job W. Wafula","doi":"10.1016/j.rinma.2024.100635","DOIUrl":"10.1016/j.rinma.2024.100635","url":null,"abstract":"&lt;div&gt;&lt;div&gt;The structural, elastic, electronic, and optical properties of BaGe&lt;span&gt;&lt;math&gt;&lt;msub&gt;&lt;mrow&gt;&lt;/mrow&gt;&lt;mrow&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;/mrow&gt;&lt;/msub&gt;&lt;/math&gt;&lt;/span&gt;As&lt;span&gt;&lt;math&gt;&lt;msub&gt;&lt;mrow&gt;&lt;/mrow&gt;&lt;mrow&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;/mrow&gt;&lt;/msub&gt;&lt;/math&gt;&lt;/span&gt; and BaGe&lt;span&gt;&lt;math&gt;&lt;msub&gt;&lt;mrow&gt;&lt;/mrow&gt;&lt;mrow&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;/mrow&gt;&lt;/msub&gt;&lt;/math&gt;&lt;/span&gt;P&lt;span&gt;&lt;math&gt;&lt;msub&gt;&lt;mrow&gt;&lt;/mrow&gt;&lt;mrow&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;/mrow&gt;&lt;/msub&gt;&lt;/math&gt;&lt;/span&gt; have been theoretically investigated, but their thermoelectric properties have not been reported. The current work aimed at conducting an exhaustive study on the bulk, electronic, and optical properties as well as the thermoelectric property of BaGe&lt;span&gt;&lt;math&gt;&lt;msub&gt;&lt;mrow&gt;&lt;/mrow&gt;&lt;mrow&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;/mrow&gt;&lt;/msub&gt;&lt;/math&gt;&lt;/span&gt;As&lt;span&gt;&lt;math&gt;&lt;msub&gt;&lt;mrow&gt;&lt;/mrow&gt;&lt;mrow&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;/mrow&gt;&lt;/msub&gt;&lt;/math&gt;&lt;/span&gt; and BaGe&lt;span&gt;&lt;math&gt;&lt;msub&gt;&lt;mrow&gt;&lt;/mrow&gt;&lt;mrow&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;/mrow&gt;&lt;/msub&gt;&lt;/math&gt;&lt;/span&gt;P&lt;span&gt;&lt;math&gt;&lt;msub&gt;&lt;mrow&gt;&lt;/mrow&gt;&lt;mrow&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;/mrow&gt;&lt;/msub&gt;&lt;/math&gt;&lt;/span&gt; zintl phase compounds. Density functional theory implemented in Quantum ESPRESSO code combined with other processing codes such as Thermo&lt;span&gt;&lt;math&gt;&lt;msub&gt;&lt;mrow&gt;&lt;/mrow&gt;&lt;mrow&gt;&lt;mo&gt;−&lt;/mo&gt;&lt;/mrow&gt;&lt;/msub&gt;&lt;/math&gt;&lt;/span&gt;pw and BoltzTrap were employed in this study. The lattice constants computed were found to agree well with the other theoretical and experimental results, demonstrating validity of the study. Both compounds are brittle, elastically anisotropic and mechanically as well thermodynamically stable. The materials in this investigation were discovered to be semiconductors with indirect band gaps of 0.73 eV and 1.14 eV for BaGe&lt;span&gt;&lt;math&gt;&lt;msub&gt;&lt;mrow&gt;&lt;/mrow&gt;&lt;mrow&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;/mrow&gt;&lt;/msub&gt;&lt;/math&gt;&lt;/span&gt;As&lt;span&gt;&lt;math&gt;&lt;msub&gt;&lt;mrow&gt;&lt;/mrow&gt;&lt;mrow&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;/mrow&gt;&lt;/msub&gt;&lt;/math&gt;&lt;/span&gt; and BaGe&lt;span&gt;&lt;math&gt;&lt;msub&gt;&lt;mrow&gt;&lt;/mrow&gt;&lt;mrow&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;/mrow&gt;&lt;/msub&gt;&lt;/math&gt;&lt;/span&gt;P&lt;span&gt;&lt;math&gt;&lt;msub&gt;&lt;mrow&gt;&lt;/mrow&gt;&lt;mrow&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;/mrow&gt;&lt;/msub&gt;&lt;/math&gt;&lt;/span&gt; respectively. Therefore, both materials are appropriate for use in the electronics sector, notably in temperature control applications. The PDOS analysis suggests that P and As in BaGe&lt;span&gt;&lt;math&gt;&lt;msub&gt;&lt;mrow&gt;&lt;/mrow&gt;&lt;mrow&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;/mrow&gt;&lt;/msub&gt;&lt;/math&gt;&lt;/span&gt;P&lt;span&gt;&lt;math&gt;&lt;msub&gt;&lt;mrow&gt;&lt;/mrow&gt;&lt;mrow&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;/mrow&gt;&lt;/msub&gt;&lt;/math&gt;&lt;/span&gt; and BaGe&lt;span&gt;&lt;math&gt;&lt;msub&gt;&lt;mrow&gt;&lt;/mrow&gt;&lt;mrow&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;/mrow&gt;&lt;/msub&gt;&lt;/math&gt;&lt;/span&gt;As&lt;span&gt;&lt;math&gt;&lt;msub&gt;&lt;mrow&gt;&lt;/mrow&gt;&lt;mrow&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;/mrow&gt;&lt;/msub&gt;&lt;/math&gt;&lt;/span&gt;, respectively, dominate the conduction band, whereas Ge dominates the valence band in both cases. The results also show that BaGe&lt;span&gt;&lt;math&gt;&lt;msub&gt;&lt;mrow&gt;&lt;/mrow&gt;&lt;mrow&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;/mrow&gt;&lt;/msub&gt;&lt;/math&gt;&lt;/span&gt;P&lt;span&gt;&lt;math&gt;&lt;msub&gt;&lt;mrow&gt;&lt;/mrow&gt;&lt;mrow&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;/mrow&gt;&lt;/msub&gt;&lt;/math&gt;&lt;/span&gt; out-performs BaGe&lt;span&gt;&lt;math&gt;&lt;msub&gt;&lt;mrow&gt;&lt;/mrow&gt;&lt;mrow&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;/mrow&gt;&lt;/msub&gt;&lt;/math&gt;&lt;/span&gt;As&lt;span&gt;&lt;math&gt;&lt;msub&gt;&lt;mrow&gt;&lt;/mrow&gt;&lt;mrow&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;/mrow&gt;&lt;/msub&gt;&lt;/math&gt;&lt;/span&gt; in terms of optical absorption coefficient. Both BaGe&lt;span&gt;&lt;math&gt;&lt;msub&gt;&lt;mrow&gt;&lt;/mrow&gt;&lt;mrow&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;/mrow&gt;&lt;/msub&gt;&lt;/math&gt;&lt;/span&gt;As&lt;span&gt;&lt;math&gt;&lt;msub&gt;&lt;mro","PeriodicalId":101087,"journal":{"name":"Results in Materials","volume":"24 ","pages":"Article 100635"},"PeriodicalIF":0.0,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142745683","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Impact of PECVD deposition on dielectric charge and passivation for n-GaN/SiOx interfaces PECVD 沉积对 n-GaN/SiOx 界面介电荷和钝化的影响
Pub Date : 2024-11-20 DOI: 10.1016/j.rinma.2024.100645
Olivier Richard , Ali Soltani , Rahma Adhiri , Ali Ahaitouf , Hassan Maher , Vincent Aimez , Abdelatif Jaouad
Controlling properties of GaN/dielectric interfaces is crucial for determining the characteristics of MOS-HEMT devices and their stability. Interface properties are largely affected by the techniques and specific conditions of dielectric deposition. In this work, a Taguchi design of experiment was applied to study the effect of plasma parameters during deposition of SiOx by PECVD for passivation of n-GaN. SiOx/GaN MIS capacitors were fabricated and characterized by capacitance measurement at a high probing frequency of 1 MHz. The interface states density, hysteresis and flatband voltage were analyzed and modeled in relation with the flow of SiH4, plasma power, chamber pressure and temperature. Excellent fits could be obtained on a single model including linear terms for all studied parameters and quadratic terms for the flow of SiH4 and temperature. We show that it is possible to obtain some control of the flatband voltage while maintaining a good interface quality. Positive flatband voltages are potentially of interest to enable normally-off operation for MOS-HEMTs and this could be obtained mainly by using a high SiH4/N2O ratio. To the contrary, negative flatband voltage values often ensure the most stable operation of MOS-HEMTs and this was achieved with a low SiH4/N2O and high plasma power. MIS capacitors with near-zero flatband voltage were also obtained with low SiH4/N2O ratio and low plasma power. Hysteresis and interface states density in relation with deposition plasma conditions are also analyzed in order to offer the best trade-offs depending on the end applications of MOS-GaN devices. By demonstrating the great impact of plasma conditions during dielectric deposition on electronic properties of MIS devices, we show that the process of gate insulation can be optimized to simultaneously control the density of defects and fixed charge at the interface.
控制 GaN/电介质界面的特性对于确定 MOS-HEMT 器件的特性及其稳定性至关重要。电介质沉积技术和特定条件在很大程度上会影响界面特性。在这项工作中,采用田口实验设计法研究了通过 PECVD 沉积 SiOx 对 n-GaN 进行钝化时等离子参数的影响。制作了 SiOx/GaN MIS 电容器,并在 1 MHz 的高探测频率下通过电容测量对其进行了表征。分析了界面状态密度、滞后和平带电压,并根据 SiH4 流量、等离子体功率、腔室压力和温度建立了模型。在一个单一模型上可以获得极佳的拟合效果,该模型包括所有研究参数的线性项以及 SiH4 流量和温度的二次项。我们的研究表明,在保持良好界面质量的同时,可以对平带电压进行一定程度的控制。正平带电压对实现 MOS-HEMT 的常关断操作具有潜在的意义,这主要可以通过使用高 SiH4/N2O 比率来实现。相反,负的平带电压值通常能确保 MOS-HEMT 最稳定地工作,这可以通过使用低 SiH4/N2O 和高等离子功率来实现。在使用低 SiH4/N2O 比率和低等离子功率的情况下,也能获得接近零平带电压的 MIS 电容器。此外,还分析了磁滞和界面态密度与沉积等离子条件的关系,以便根据 MOS-GaN 器件的最终应用提供最佳权衡。通过证明电介质沉积过程中等离子条件对 MIS 器件电子特性的巨大影响,我们表明可以优化栅极绝缘过程,以同时控制缺陷密度和界面固定电荷。
{"title":"Impact of PECVD deposition on dielectric charge and passivation for n-GaN/SiOx interfaces","authors":"Olivier Richard ,&nbsp;Ali Soltani ,&nbsp;Rahma Adhiri ,&nbsp;Ali Ahaitouf ,&nbsp;Hassan Maher ,&nbsp;Vincent Aimez ,&nbsp;Abdelatif Jaouad","doi":"10.1016/j.rinma.2024.100645","DOIUrl":"10.1016/j.rinma.2024.100645","url":null,"abstract":"<div><div>Controlling properties of GaN/dielectric interfaces is crucial for determining the characteristics of MOS-HEMT devices and their stability. Interface properties are largely affected by the techniques and specific conditions of dielectric deposition. In this work, a Taguchi design of experiment was applied to study the effect of plasma parameters during deposition of SiO<span><math><msub><mrow></mrow><mrow><mi>x</mi></mrow></msub></math></span> by PECVD for passivation of n-GaN. SiO<span><math><msub><mrow></mrow><mrow><mi>x</mi></mrow></msub></math></span>/GaN MIS capacitors were fabricated and characterized by capacitance measurement at a high probing frequency of 1 MHz. The interface states density, hysteresis and flatband voltage were analyzed and modeled in relation with the flow of SiH<span><math><msub><mrow></mrow><mrow><mn>4</mn></mrow></msub></math></span>, plasma power, chamber pressure and temperature. Excellent fits could be obtained on a single model including linear terms for all studied parameters and quadratic terms for the flow of SiH<span><math><msub><mrow></mrow><mrow><mn>4</mn></mrow></msub></math></span> and temperature. We show that it is possible to obtain some control of the flatband voltage while maintaining a good interface quality. Positive flatband voltages are potentially of interest to enable normally-off operation for MOS-HEMTs and this could be obtained mainly by using a high SiH<span><math><msub><mrow></mrow><mrow><mn>4</mn></mrow></msub></math></span>/N<span><math><msub><mrow></mrow><mrow><mn>2</mn></mrow></msub></math></span>O ratio. To the contrary, negative flatband voltage values often ensure the most stable operation of MOS-HEMTs and this was achieved with a low SiH<span><math><msub><mrow></mrow><mrow><mn>4</mn></mrow></msub></math></span>/N<span><math><msub><mrow></mrow><mrow><mn>2</mn></mrow></msub></math></span>O and high plasma power. MIS capacitors with near-zero flatband voltage were also obtained with low SiH<span><math><msub><mrow></mrow><mrow><mn>4</mn></mrow></msub></math></span>/N<span><math><msub><mrow></mrow><mrow><mn>2</mn></mrow></msub></math></span>O ratio and low plasma power. Hysteresis and interface states density in relation with deposition plasma conditions are also analyzed in order to offer the best trade-offs depending on the end applications of MOS-GaN devices. By demonstrating the great impact of plasma conditions during dielectric deposition on electronic properties of MIS devices, we show that the process of gate insulation can be optimized to simultaneously control the density of defects and fixed charge at the interface.</div></div>","PeriodicalId":101087,"journal":{"name":"Results in Materials","volume":"24 ","pages":"Article 100645"},"PeriodicalIF":0.0,"publicationDate":"2024-11-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142699890","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Development of biobased films incorporated with an antimicrobial agent and reinforced with Stipa obtusa cellulose microfibers, via tape casting 通过胶带浇铸技术,开发掺入抗菌剂并用芒柄菊纤维素微纤维增强的生物基薄膜
Pub Date : 2024-11-17 DOI: 10.1016/j.rinma.2024.100637
Carolina Parada-Quinayá , Karen Garces-Porras , Elena Flores
In this study, chuño starch films were elaborated using acid hydrolysis, which was incorporated with different concentrations of eucalyptus essential oil (EEO). The reinforcement of the films was made by adding microfibers of Stipa obtusa (MFSO), a native Peruvian natural fiber rich in cellulose. The films were produced through the tape casting technique. The barrier properties presented swelling and solubility values of 1.478 and 0.439 g/g, respectively, at an optimal ratio of 7 % starch on a dry basis. An improvement in the modulus of elasticity of the films obtained was observed by incorporating concentrations of MFSO, starting at 0.55 %, in the polymeric matrix during the synthesis process. The FTIR spectra of the control film and the films reinforced with MFSO exhibited the same bands, due to the chemical similarities between starch and cellulose; micrographs of the reinforced films showed less homogeneous and compact structures compared to the control film, this effect became more pronounced as higher concentrations of MFSO and EEO were incorporated.
在这项研究中,我们利用酸水解法制作了楚诺淀粉薄膜,并在其中加入了不同浓度的桉树精油(EEO)。薄膜的增强是通过添加富含纤维素的秘鲁本地天然纤维 Stipa obtusa(MFSO)的微纤维来实现的。薄膜是通过胶带浇铸技术制成的。在淀粉含量为 7% 的最佳比例下,薄膜的阻隔性能表现为膨胀值为 1.478 g/g,溶解度为 0.439 g/g。在合成过程中,通过在聚合物基质中加入浓度为 0.55 % 的 MFSO,薄膜的弹性模量得到了改善。由于淀粉和纤维素的化学性质相似,对照薄膜和用 MFSO 增强的薄膜的傅立叶变换红外光谱显示出相同的波段;与对照薄膜相比,增强薄膜的显微照片显示出较不均匀和紧凑的结构,随着 MFSO 和 EEO 浓度的提高,这种影响变得更加明显。
{"title":"Development of biobased films incorporated with an antimicrobial agent and reinforced with Stipa obtusa cellulose microfibers, via tape casting","authors":"Carolina Parada-Quinayá ,&nbsp;Karen Garces-Porras ,&nbsp;Elena Flores","doi":"10.1016/j.rinma.2024.100637","DOIUrl":"10.1016/j.rinma.2024.100637","url":null,"abstract":"<div><div>In this study, chuño starch films were elaborated using acid hydrolysis, which was incorporated with different concentrations of eucalyptus essential oil (EEO). The reinforcement of the films was made by adding microfibers of <em>Stipa obtusa</em> (MFSO), a native Peruvian natural fiber rich in cellulose. The films were produced through the tape casting technique. The barrier properties presented swelling and solubility values of 1.478 and 0.439 g/g, respectively, at an optimal ratio of 7 % starch on a dry basis. An improvement in the modulus of elasticity of the films obtained was observed by incorporating concentrations of MFSO, starting at 0.55 %, in the polymeric matrix during the synthesis process. The FTIR spectra of the control film and the films reinforced with MFSO exhibited the same bands, due to the chemical similarities between starch and cellulose; micrographs of the reinforced films showed less homogeneous and compact structures compared to the control film, this effect became more pronounced as higher concentrations of MFSO and EEO were incorporated.</div></div>","PeriodicalId":101087,"journal":{"name":"Results in Materials","volume":"24 ","pages":"Article 100637"},"PeriodicalIF":0.0,"publicationDate":"2024-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142700124","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Natural fiber reinforced polymer composites for ballistic protection: Design, performance, and challenges 用于防弹的天然纤维增强聚合物复合材料:设计、性能和挑战
Pub Date : 2024-11-15 DOI: 10.1016/j.rinma.2024.100639
Md. Syduzzaman , Salman Enayet Chowdhury , Nadvi Mamun Pritha , Abir Hassan , Sajid Hossain
The increasing demand for sustainable and lightweight materials in defense and security applications has driven the development of natural fiber-reinforced polymer composites (NFRPCs) for ballistic protection. This paper explores the potential of NFRPCs in ballistic armor, focusing on material design, performance evaluation, and the challenges encountered in their application. Natural fibers, such as jute, flax, and hemp, offer significant environmental and weight advantages over traditional synthetic fibers while providing acceptable impact resistance when embedded in polymer matrices. The design considerations for NFRPCs-based ballistic protection systems are examined, highlighting the interplay between fiber type, matrix selection, and composite architecture. The ballistic impact behavior of these composites is assessed through various testing methodologies, emphasizing their energy absorption, deformation mechanisms, and multi-hit performance under different threat levels. Furthermore, this study presents an analysis of the key challenges—ranging from fiber variability and moisture absorption to the optimization of mechanical properties—that hinder widespread adoption in high-performance armor applications. The results underline the potential of NFRPCs as a cost-effective, eco-friendly alternative for protective armor while emphasizing the need for further research to overcome performance limitations. Ultimately, this work aims to provide a foundation for advancing sustainable ballistic protection materials through innovative design and testing strategies.
国防和安全应用领域对可持续轻质材料的需求日益增长,推动了用于防弹保护的天然纤维增强聚合物复合材料(NFRPC)的发展。本文探讨了天然纤维增强聚合物复合材料在防弹装甲中的应用潜力,重点关注材料设计、性能评估及其应用中遇到的挑战。与传统合成纤维相比,天然纤维(如黄麻、亚麻和大麻)在环保和重量方面具有显著优势,同时嵌入聚合物基体后还能提供可接受的抗冲击性。本文研究了基于 NFRPCs 的防弹系统的设计考虑因素,强调了纤维类型、基质选择和复合材料结构之间的相互作用。通过各种测试方法评估了这些复合材料的弹道冲击行为,强调了它们在不同威胁等级下的能量吸收、变形机制和多重打击性能。此外,本研究还分析了阻碍高性能装甲广泛应用的主要挑战,包括纤维的可变性和吸湿性以及机械性能的优化。研究结果强调了 NFRPC 作为一种具有成本效益的环保型防护装甲替代品的潜力,同时也强调了进一步研究以克服性能限制的必要性。最终,这项研究旨在通过创新设计和测试策略,为推动可持续防弹材料的发展奠定基础。
{"title":"Natural fiber reinforced polymer composites for ballistic protection: Design, performance, and challenges","authors":"Md. Syduzzaman ,&nbsp;Salman Enayet Chowdhury ,&nbsp;Nadvi Mamun Pritha ,&nbsp;Abir Hassan ,&nbsp;Sajid Hossain","doi":"10.1016/j.rinma.2024.100639","DOIUrl":"10.1016/j.rinma.2024.100639","url":null,"abstract":"<div><div>The increasing demand for sustainable and lightweight materials in defense and security applications has driven the development of natural fiber-reinforced polymer composites (NFRPCs) for ballistic protection. This paper explores the potential of NFRPCs in ballistic armor, focusing on material design, performance evaluation, and the challenges encountered in their application. Natural fibers, such as jute, flax, and hemp, offer significant environmental and weight advantages over traditional synthetic fibers while providing acceptable impact resistance when embedded in polymer matrices. The design considerations for NFRPCs-based ballistic protection systems are examined, highlighting the interplay between fiber type, matrix selection, and composite architecture. The ballistic impact behavior of these composites is assessed through various testing methodologies, emphasizing their energy absorption, deformation mechanisms, and multi-hit performance under different threat levels. Furthermore, this study presents an analysis of the key challenges—ranging from fiber variability and moisture absorption to the optimization of mechanical properties—that hinder widespread adoption in high-performance armor applications. The results underline the potential of NFRPCs as a cost-effective, eco-friendly alternative for protective armor while emphasizing the need for further research to overcome performance limitations. Ultimately, this work aims to provide a foundation for advancing sustainable ballistic protection materials through innovative design and testing strategies.</div></div>","PeriodicalId":101087,"journal":{"name":"Results in Materials","volume":"24 ","pages":"Article 100639"},"PeriodicalIF":0.0,"publicationDate":"2024-11-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142700122","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Investigation of externally toothed parts forming using ballizing technique 利用压球成型技术研究外齿形零件的成型工艺
Pub Date : 2024-11-15 DOI: 10.1016/j.rinma.2024.100640
Ayman Ali Abd-Eltwab , Essam Khalaf Saied , Ahmed Mohamed Atia , Nouby M. Ghazaly , A.A. Gomaa , Karim Mohamed Atia
Externally toothed parts such as gears, splined and coupling sleeves can be manufactured by machining, casting, and forming. The machining process is costly because of using a special tool, consuming power, and wasting material during the machining process. The casting processes usually need other finishing processes. In this study, a new forming tool based on the ballizing technique is suggested to perform the forming of the toothed parts with external splines in one stroke. The set is made up of six steel balls each having a 20 mm diameter. The process was performed on the lathe machine with data acquisition recording to record the process consumed load. Die with splines on the inner surface opposite the required splines was mounted in the lath check. The required tooth shape was obtained by forcing the forming tool into the hole by pushing the specimen into the die cavity. the mathematical model was formulated to calculate required force deformation. The model depends on the process dynamics and contact area between the tool and the specimen. The effect of process parameters on the load and the product properties was conducted. The study parameters were forming depths of 2, 3, 4, and 5 mm, the rotational speed of 50, 76, 120, and 150 rpm, axial feed 0.1, 0.15, 0.3, and 0.6 mm/rpm specimen inner diameter of 66, 64, 62 and 60 mm. A comparison was made between results of mathematical model and results of experimental. Rotational speed, axial feed, and cross-in feed were found to be the three factors that have the greatest impact on forming load and overall product quality. Also, it was found that deformation load increased with the increasing rotational speed, cross-in feed, and axial feed.
齿轮、花键和联轴器套筒等外部齿形零件可以通过机械加工、铸造和成型制造。机械加工成本较高,因为在加工过程中需要使用专用工具、消耗动力和材料。铸造工艺通常需要其他精加工工艺。本研究提出了一种基于球化技术的新型成形工具,用于一次冲程成形带外部花键的齿形零件。这套工具由六个钢球组成,每个钢球直径为 20 毫米。该过程在车床上进行,并通过数据采集记录过程消耗的载荷。与所需花键相对的内表面带有花键的模具安装在板条检查装置上。通过将试样推入模腔,迫使成型工具进入孔中,从而获得所需的齿形。该模型取决于工艺动态以及工具和试样之间的接触面积。研究了工艺参数对载荷和产品性能的影响。研究参数为成型深度 2、3、4 和 5 毫米,转速 50、76、120 和 150 转/分,轴向进给 0.1、0.15、0.3 和 0.6 毫米/转/分,试样内径 66、64、62 和 60 毫米。数学模型结果与实验结果进行了比较。结果发现,转速、轴向进给和横向进给是对成型载荷和整体产品质量影响最大的三个因素。此外,研究还发现变形载荷随转速、横向进给和轴向进给的增加而增加。
{"title":"Investigation of externally toothed parts forming using ballizing technique","authors":"Ayman Ali Abd-Eltwab ,&nbsp;Essam Khalaf Saied ,&nbsp;Ahmed Mohamed Atia ,&nbsp;Nouby M. Ghazaly ,&nbsp;A.A. Gomaa ,&nbsp;Karim Mohamed Atia","doi":"10.1016/j.rinma.2024.100640","DOIUrl":"10.1016/j.rinma.2024.100640","url":null,"abstract":"<div><div>Externally toothed parts such as gears, splined and coupling sleeves can be manufactured by machining, casting, and forming. The machining process is costly because of using a special tool, consuming power, and wasting material during the machining process. The casting processes usually need other finishing processes. In this study, a new forming tool based on the ballizing technique is suggested to perform the forming of the toothed parts with external splines in one stroke. The set is made up of six steel balls each having a 20 mm diameter. The process was performed on the lathe machine with data acquisition recording to record the process consumed load. Die with splines on the inner surface opposite the required splines was mounted in the lath check. The required tooth shape was obtained by forcing the forming tool into the hole by pushing the specimen into the die cavity. the mathematical model was formulated to calculate required force deformation. The model depends on the process dynamics and contact area between the tool and the specimen. The effect of process parameters on the load and the product properties was conducted. The study parameters were forming depths of 2, 3, 4, and 5 mm, the rotational speed of 50, 76, 120, and 150 rpm, axial feed 0.1, 0.15, 0.3, and 0.6 mm/rpm specimen inner diameter of 66, 64, 62 and 60 mm. A comparison was made between results of mathematical model and results of experimental. Rotational speed, axial feed, and cross-in feed were found to be the three factors that have the greatest impact on forming load and overall product quality. Also, it was found that deformation load increased with the increasing rotational speed, cross-in feed, and axial feed.</div></div>","PeriodicalId":101087,"journal":{"name":"Results in Materials","volume":"24 ","pages":"Article 100640"},"PeriodicalIF":0.0,"publicationDate":"2024-11-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142700121","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Development and evaluation of mixture formulations to enhance concrete resistance to microbial-induced corrosion 开发和评估混合物配方,提高混凝土抗微生物诱发腐蚀的能力
Pub Date : 2024-11-15 DOI: 10.1016/j.rinma.2024.100644
Roz-Ud-Din Nassar , Parviz Soroushian , Tewodros Ghebrab , Muhammad Sufyan-Ud-Din
Diverse strategies were designed and evaluated for enhancement of concrete resistance to microbial-induced corrosion through refinement of concrete chemistry, pore structure, transport attributes, and amenability to microbial growth. Laboratory and insitu field experiments were implemented in order to screen different strategies. The study considered strategies involving; the use of hydrophobic additives for rendering capillary pores water-repelling; blend of pozzolans to refine the chemistry and pore system characteristics of concrete; use of polymer emulsions for refinement of concrete porosity, affinity for moisture and amenability to microbial growth; use of anti-microbial constituent for reducing the amenability of concrete to microbial growth; and incorporation of polyvinyl alcohol fibers for enhancing mechanical performance of concrete mixtures, were investigated.
Test results indicate that two admixture formulations comprising of hydrophobic additive, and blend of pozzolan offer the best promise to achieve substantially enhanced resistance to microbial-induced corrosion and acid resistance in the aggressive sewer environment.
我们设计并评估了多种策略,通过改进混凝土的化学性质、孔隙结构、传输属性以及微生物生长的适应性,提高混凝土对微生物诱发腐蚀的抵抗力。为了筛选不同的策略,进行了实验室和现场实验。研究考虑的策略包括:使用疏水添加剂使毛细孔具有憎水性;掺入灰浆素以改善混凝土的化学性质和孔隙系统特征;使用聚合物乳液改善混凝土的孔隙率、对水分的亲和性和对微生物生长的适应性;使用抗微生物成分降低混凝土对微生物生长的适应性;以及掺入聚乙烯醇纤维以提高混凝土混合物的机械性能。试验结果表明,由疏水添加剂和混合毛细管絮凝剂组成的两种外加剂配方最有希望在侵蚀性下水道环境中大幅提高抗微生物引起的腐蚀和耐酸性能。
{"title":"Development and evaluation of mixture formulations to enhance concrete resistance to microbial-induced corrosion","authors":"Roz-Ud-Din Nassar ,&nbsp;Parviz Soroushian ,&nbsp;Tewodros Ghebrab ,&nbsp;Muhammad Sufyan-Ud-Din","doi":"10.1016/j.rinma.2024.100644","DOIUrl":"10.1016/j.rinma.2024.100644","url":null,"abstract":"<div><div>Diverse strategies were designed and evaluated for enhancement of concrete resistance to microbial-induced corrosion through refinement of concrete chemistry, pore structure, transport attributes, and amenability to microbial growth. Laboratory and insitu field experiments were implemented in order to screen different strategies. The study considered strategies involving; the use of hydrophobic additives for rendering capillary pores water-repelling; blend of pozzolans to refine the chemistry and pore system characteristics of concrete; use of polymer emulsions for refinement of concrete porosity, affinity for moisture and amenability to microbial growth; use of anti-microbial constituent for reducing the amenability of concrete to microbial growth; and incorporation of polyvinyl alcohol fibers for enhancing mechanical performance of concrete mixtures, were investigated.</div><div>Test results indicate that two admixture formulations comprising of hydrophobic additive, and blend of pozzolan offer the best promise to achieve substantially enhanced resistance to microbial-induced corrosion and acid resistance in the aggressive sewer environment.</div></div>","PeriodicalId":101087,"journal":{"name":"Results in Materials","volume":"24 ","pages":"Article 100644"},"PeriodicalIF":0.0,"publicationDate":"2024-11-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142655702","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An overview of antifogging nanocoatings: Recent developments and application 防雾纳米涂层概述:最新进展与应用
Pub Date : 2024-11-14 DOI: 10.1016/j.rinma.2024.100643
Omotayo Sanni , Jianwei Ren , Tien-Chien Jen
Transparent materials are essential to our daily lives. It's very well recognized that their use in windshields, cars, windows, mirrors, and eyewear makes our everyday tasks more comfortable. In addition to these, several other instances may be found in the culinary, medical, and solar industries, among other spheres of human endeavor. Unfortunately, under typical operating conditions, this material experiences fogging owing to the unavoidable condensation of water vapor on solid surface. Researchers are becoming more and more interested in antifogging nano-coatings with remarkable water repellence as a result of the growth of the coating industries and material engineering. Numerous compounds have been created by researchers thus far to prepare antifogging films. There have been reports on the mechanisms and guidelines for the creation of these agents by various technologies as a result of the core requirements of various fields. We present the latest developments in antifogging nanocoatings and antifogging performance test procedures in this review. Additionally, there has been a focus on offering understanding of the latest advancement in superhydrophobic coating through the application of nanotechnology. According to the literature, the reported antifogging films do not show sufficient results and continue to pose a practical issue that requires real-world application. As a result, antifogging techniques need to be improved further.
透明材料对我们的日常生活至关重要。众所周知,透明材料用于挡风玻璃、汽车、窗户、镜子和眼镜,使我们的日常工作更加舒适。除此以外,在烹饪、医疗和太阳能产业等人类努力的其他领域中也可以找到其他一些实例。遗憾的是,在通常的工作条件下,由于水蒸气不可避免地凝结在固体表面,这种材料会出现起雾现象。随着涂料工业和材料工程的发展,研究人员对具有显著防水性能的防雾纳米涂层越来越感兴趣。迄今为止,研究人员已创造出许多化合物来制备防雾薄膜。由于不同领域的核心要求,关于通过各种技术制备这些制剂的机理和指导原则的报告层出不穷。我们将在本综述中介绍防雾纳米涂层和防雾性能测试程序的最新进展。此外,我们还重点介绍了通过应用纳米技术在超疏水涂层方面取得的最新进展。根据文献资料,所报道的防雾薄膜并未显示出足够的效果,并继续提出需要实际应用的实际问题。因此,防雾技术需要进一步改进。
{"title":"An overview of antifogging nanocoatings: Recent developments and application","authors":"Omotayo Sanni ,&nbsp;Jianwei Ren ,&nbsp;Tien-Chien Jen","doi":"10.1016/j.rinma.2024.100643","DOIUrl":"10.1016/j.rinma.2024.100643","url":null,"abstract":"<div><div>Transparent materials are essential to our daily lives. It's very well recognized that their use in windshields, cars, windows, mirrors, and eyewear makes our everyday tasks more comfortable. In addition to these, several other instances may be found in the culinary, medical, and solar industries, among other spheres of human endeavor. Unfortunately, under typical operating conditions, this material experiences fogging owing to the unavoidable condensation of water vapor on solid surface. Researchers are becoming more and more interested in antifogging nano-coatings with remarkable water repellence as a result of the growth of the coating industries and material engineering. Numerous compounds have been created by researchers thus far to prepare antifogging films. There have been reports on the mechanisms and guidelines for the creation of these agents by various technologies as a result of the core requirements of various fields. We present the latest developments in antifogging nanocoatings and antifogging performance test procedures in this review. Additionally, there has been a focus on offering understanding of the latest advancement in superhydrophobic coating through the application of nanotechnology. According to the literature, the reported antifogging films do not show sufficient results and continue to pose a practical issue that requires real-world application. As a result, antifogging techniques need to be improved further.</div></div>","PeriodicalId":101087,"journal":{"name":"Results in Materials","volume":"24 ","pages":"Article 100643"},"PeriodicalIF":0.0,"publicationDate":"2024-11-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142700120","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Experimental investigation under laser-driven shocks of the dynamic behavior of materials for beam-intercepting devices in particle accelerators 在激光驱动冲击下对粒子加速器中光束拦截装置材料动态行为的实验研究
Pub Date : 2024-11-13 DOI: 10.1016/j.rinma.2024.100638
C. Accettura , L. Baudin , A. Bertarelli , C. Brabetz , F. Carra , A.S. Martynenko , A. Morena , A. Moros , L. Peroni , M. Scapin , P. Neumayer , M. Tomut , L. Wegert
In the present work the results of an extensive experimental campaign in which laser-shocks were used to assess the mechanical strength of graphitic materials are presented. The aim of the project was to study innovative advanced materials used in high energy particle accelerators for beam intercepting devices (BIDs), such as collimators, absorber blocks and dumps. In this framework, thin targets of graphitic materials relevant for the use as particle accelerator BIDs were submitted to high-power laser driven shocks at the PHELIX laser facility in GSI. Online diagnostics such as shadowgraphy and laser velocimetry were deployed together with post-mortem analysis on collected debris and shocked specimens.
The experimental results were compared with results obtained in literature. In this work the data acquired for the performed shots are presented with a focus on graphite samples. The testing campaign provided large amount of information to cross-check and validate the models implemented for laser-matter interaction, shockwave propagation and spall strength concerning a wide range of materials, all relevant for the use in beam intercepting devices of particle accelerators.
在本研究中,介绍了利用激光冲击评估石墨材料机械强度的大量实验结果。该项目的目的是研究高能粒子加速器中用于光束拦截装置(BID)的先进创新材料,如准直器、吸收块和倾卸装置。在此框架内,与粒子加速器 BID 用途相关的石墨材料薄靶在 GSI 的 PHELIX 激光设备上接受了高功率激光驱动的冲击。在对收集到的碎片和冲击试样进行死后分析的同时,还部署了在线诊断,如阴影成像和激光测速。在这项工作中,将重点介绍石墨试样的测试数据。测试活动提供了大量信息,用于交叉检查和验证激光与物质相互作用、冲击波传播和各种材料的剥落强度模型,所有这些都与粒子加速器的光束拦截装置有关。
{"title":"Experimental investigation under laser-driven shocks of the dynamic behavior of materials for beam-intercepting devices in particle accelerators","authors":"C. Accettura ,&nbsp;L. Baudin ,&nbsp;A. Bertarelli ,&nbsp;C. Brabetz ,&nbsp;F. Carra ,&nbsp;A.S. Martynenko ,&nbsp;A. Morena ,&nbsp;A. Moros ,&nbsp;L. Peroni ,&nbsp;M. Scapin ,&nbsp;P. Neumayer ,&nbsp;M. Tomut ,&nbsp;L. Wegert","doi":"10.1016/j.rinma.2024.100638","DOIUrl":"10.1016/j.rinma.2024.100638","url":null,"abstract":"<div><div>In the present work the results of an extensive experimental campaign in which laser-shocks were used to assess the mechanical strength of graphitic materials are presented. The aim of the project was to study innovative advanced materials used in high energy particle accelerators for beam intercepting devices (BIDs), such as collimators, absorber blocks and dumps. In this framework, thin targets of graphitic materials relevant for the use as particle accelerator BIDs were submitted to high-power laser driven shocks at the PHELIX laser facility in GSI. Online diagnostics such as shadowgraphy and laser velocimetry were deployed together with post-mortem analysis on collected debris and shocked specimens.</div><div>The experimental results were compared with results obtained in literature. In this work the data acquired for the performed shots are presented with a focus on graphite samples. The testing campaign provided large amount of information to cross-check and validate the models implemented for laser-matter interaction, shockwave propagation and spall strength concerning a wide range of materials, all relevant for the use in beam intercepting devices of particle accelerators.</div></div>","PeriodicalId":101087,"journal":{"name":"Results in Materials","volume":"24 ","pages":"Article 100638"},"PeriodicalIF":0.0,"publicationDate":"2024-11-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142655701","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effect of oxidation of end-of-life tire rubber as aggregate substitute in cement mortars 报废轮胎橡胶作为水泥砂浆中骨料替代物的氧化效果
Pub Date : 2024-11-13 DOI: 10.1016/j.rinma.2024.100642
Luca Lavagna, Giovanna Colucci, Matteo Pavese
In this paper the possible use of end-of-life tire rubber as a substitute for aggregate in cement mortars was explored. The aim of this paper was to investigate the effect of rubber surface modification by acidic treatment on the final properties of mortars. In fact, through treatment with sulfuric acid at moderate concentrations, a significant improvement in rubber wettability and interaction with cement has been observed. The compressive strength of mortars containing 15%w treated rubber as a replacement of natural aggregate is comparable to those of standard mortars. This suggests that surface modification of rubber plays a very important role in the possible integration of end-of-life tire rubber in mortar and concrete. The results presented in this paper confirm that recycling in mortar and concrete is a promising way for improving rubber waste management and sustainable innovation in the construction industry.
本文探讨了在水泥砂浆中使用报废轮胎橡胶替代骨料的可能性。本文旨在研究通过酸性处理对橡胶表面进行改性对砂浆最终性能的影响。事实上,通过中等浓度的硫酸处理,橡胶的润湿性和与水泥的相互作用得到了显著改善。含有 15%w 处理过的橡胶作为天然骨料替代物的灰泥的抗压强度与标准灰泥相当。这表明,橡胶的表面改性在可能将报废轮胎橡胶融入砂浆和混凝土中的过程中起着非常重要的作用。本文介绍的结果证实,在砂浆和混凝土中进行回收利用是改善橡胶废物管理和建筑业可持续创新的一种可行方法。
{"title":"Effect of oxidation of end-of-life tire rubber as aggregate substitute in cement mortars","authors":"Luca Lavagna,&nbsp;Giovanna Colucci,&nbsp;Matteo Pavese","doi":"10.1016/j.rinma.2024.100642","DOIUrl":"10.1016/j.rinma.2024.100642","url":null,"abstract":"<div><div>In this paper the possible use of end-of-life tire rubber as a substitute for aggregate in cement mortars was explored. The aim of this paper was to investigate the effect of rubber surface modification by acidic treatment on the final properties of mortars. In fact, through treatment with sulfuric acid at moderate concentrations, a significant improvement in rubber wettability and interaction with cement has been observed. The compressive strength of mortars containing 15%w treated rubber as a replacement of natural aggregate is comparable to those of standard mortars. This suggests that surface modification of rubber plays a very important role in the possible integration of end-of-life tire rubber in mortar and concrete. The results presented in this paper confirm that recycling in mortar and concrete is a promising way for improving rubber waste management and sustainable innovation in the construction industry.</div></div>","PeriodicalId":101087,"journal":{"name":"Results in Materials","volume":"24 ","pages":"Article 100642"},"PeriodicalIF":0.0,"publicationDate":"2024-11-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142655699","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Advancing in creep index of soil prediction: A groundbreaking machine learning approach with Multivariate Adaptive Regression Splines 推进土壤蠕变指数预测:利用多变量自适应回归样条的开创性机器学习方法
Pub Date : 2024-11-13 DOI: 10.1016/j.rinma.2024.100641
Mohammed E. Seno , Husein Ali Zeini , Hamza Imran , Mohammed Noori , Sadiq N. Henedy , Nouby M. Ghazaly
The significance of accurately predicting the creep index coefficient for assessing the long-term settlement of soil is critical in geotechnical engineering. However, current empirical methods for determining the creep coefficient often lack precision, highlighting the need for a more accurate predictive model. This study employs the Multivariate Adaptive Regression Splines (MARS) model to predict the creep index in clay, a critical parameter in geotechnical engineering. The dataset was divided into training and testing subsets. Grid search hyperparameter tuning was applied to optimize the MARS model, as well as a black-box model (Support Vector Machine, SVM) and a white-box model (Lasso), with five-fold cross-validation used to assess their performance. MARS demonstrated superior predictive accuracy, as evidenced by the mean and median R2 and RMSE values obtained from the five-fold cross-validation results. The optimized MARS model was then applied to the test set, achieving excellent predictive accuracy. Finally, the model's performance was compared to previously developed machine learning models and empirical equations across the entire dataset. The MARS model outperformed all others based on RMSE, R2, MAE, and KGE metrics, highlighting its robustness and reliability in predicting the clay creep index.
在岩土工程中,准确预测蠕变指数系数对于评估土壤的长期沉降具有重要意义。然而,目前确定蠕变系数的经验方法往往缺乏精确性,因此需要更精确的预测模型。本研究采用多元自适应回归样条(MARS)模型来预测岩土工程中的关键参数--粘土的蠕变指数。数据集分为训练子集和测试子集。网格搜索超参数调整用于优化 MARS 模型、黑盒模型(支持向量机,SVM)和白盒模型(Lasso),并使用五次交叉验证来评估它们的性能。从五倍交叉验证结果得出的 R2 和 RMSE 的平均值和中位数可以看出,MARS 的预测准确性更胜一筹。然后,将优化后的 MARS 模型应用于测试集,取得了极佳的预测准确性。最后,将该模型的性能与之前开发的机器学习模型和整个数据集的经验方程进行了比较。根据 RMSE、R2、MAE 和 KGE 指标,MARS 模型的表现优于其他所有模型,这突出表明了它在预测粘土蠕变指数方面的稳健性和可靠性。
{"title":"Advancing in creep index of soil prediction: A groundbreaking machine learning approach with Multivariate Adaptive Regression Splines","authors":"Mohammed E. Seno ,&nbsp;Husein Ali Zeini ,&nbsp;Hamza Imran ,&nbsp;Mohammed Noori ,&nbsp;Sadiq N. Henedy ,&nbsp;Nouby M. Ghazaly","doi":"10.1016/j.rinma.2024.100641","DOIUrl":"10.1016/j.rinma.2024.100641","url":null,"abstract":"<div><div>The significance of accurately predicting the creep index coefficient for assessing the long-term settlement of soil is critical in geotechnical engineering. However, current empirical methods for determining the creep coefficient often lack precision, highlighting the need for a more accurate predictive model. This study employs the Multivariate Adaptive Regression Splines (MARS) model to predict the creep index in clay, a critical parameter in geotechnical engineering. The dataset was divided into training and testing subsets. Grid search hyperparameter tuning was applied to optimize the MARS model, as well as a black-box model (Support Vector Machine, SVM) and a white-box model (Lasso), with five-fold cross-validation used to assess their performance. MARS demonstrated superior predictive accuracy, as evidenced by the mean and median R<sup>2</sup> and RMSE values obtained from the five-fold cross-validation results. The optimized MARS model was then applied to the test set, achieving excellent predictive accuracy. Finally, the model's performance was compared to previously developed machine learning models and empirical equations across the entire dataset. The MARS model outperformed all others based on RMSE, R<sup>2</sup>, MAE, and KGE metrics, highlighting its robustness and reliability in predicting the clay creep index.</div></div>","PeriodicalId":101087,"journal":{"name":"Results in Materials","volume":"24 ","pages":"Article 100641"},"PeriodicalIF":0.0,"publicationDate":"2024-11-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142700052","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Results in Materials
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1