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FTIR-ATR spectroscopic study and statistical modeling of composition-structure-property of MgO-CaO-Al2O3-SiO2 Glasses with and without Boron 含硼和不含硼的 MgO-CaO-Al2O3-SiO2 玻璃的傅立叶变换红外-原子吸收光谱研究和成分-结构-性能统计建模
IF 3.2 3区 材料科学 Q1 MATERIALS SCIENCE, CERAMICS Pub Date : 2024-11-17 DOI: 10.1016/j.jnoncrysol.2024.123324
Gülin Demirok , Semin Atilgan , Hong Li
E-Glass fibers with and without boron have been widely used in commercial composite materials as a lightweight strong and durable reinforcement material. Previously, the Raman spectroscopic method has been successfully applied to study quaternary system MgO-CaO-Al2O3-SiO2 (MACS) without boron and the network structures derived from Raman analysis have been used to model various glass properties relevant for processing, and composite mechanical application. In this study, FTIR (Fourier transform infrared)—ATR (total attenuated reflectance was applied to study a set of new MCAS glasses with and without boron to explore the feasibility in the development of a statistical-based database, composition–structure-property (C-S-P), for new glass design by using ATR method. Should a glass developer not have access to a Raman spectrometer, results from the current study support the use of ATR methodology to develop the C-S-P database. Furthermore, as demonstrated from this study, the use of the ATR method also avoids the complication of IR hydroxyl band interference with the curve deconvolution analysis, which occurs from the use of KBr chemical as a carrier matrix for conducting FTIR measurement in a transmission mode.
含硼和不含硼的电子玻璃纤维作为一种轻质、坚固、耐用的增强材料已被广泛应用于商用复合材料中。此前,拉曼光谱方法已被成功应用于研究不含硼的四元系 MgO-CaO-Al2O3-SiO2 (MACS),拉曼分析得出的网络结构已被用于模拟与加工和复合材料机械应用相关的各种玻璃特性。在本研究中,傅立叶变换红外(FTIR)-全衰减反射(ATR)被用于研究一组含硼和不含硼的新型 MCAS 玻璃,以探索使用 ATR 方法为新型玻璃设计开发基于统计的成分-结构-性能(C-S-P)数据库的可行性。如果玻璃开发人员没有拉曼光谱仪,本研究的结果支持使用 ATR 方法开发 C-S-P 数据库。此外,如本研究所示,使用 ATR 方法还可避免红外羟基带对曲线解卷积分析的干扰,这种干扰是在透射模式下使用 KBr 化学物质作为载体基质进行傅立叶变换红外测量时产生的。
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引用次数: 0
Improving the amorphous forming ability of FeSiBPCu nanocrystalline alloys by substituting Cu with C 用 C 取代 Cu 提高 FeSiBPCu 纳米晶合金的非晶形成能力
IF 3.2 3区 材料科学 Q1 MATERIALS SCIENCE, CERAMICS Pub Date : 2024-11-16 DOI: 10.1016/j.jnoncrysol.2024.123313
Jiarui Hu, Siqian Bao, Yuanyao Cheng, Chen Liu, Yin Zhao, Yuxin Liu, Jiaqi Chang
This study aims to improve the amorphous forming ability (AFA) of FeSiBPCu nanocrystalline alloys and simplify their industrial production process. We investigated the AFA and soft magnetic properties of a series of Fe85Si2B9P3Cu1-xCx (x = 0, 0.3, 0.5, 0.7 and 1) by substituting for Cu with C. The results show that the substitution method significantly reduces the preparation requirements for producing of amorphous alloys in the quenched state. By selecting an annealing of 480 °C for 330 s, which corresponds to the interval between the first and second crystallization temperatures, we achieved nanocrystalline phases with fine sizes. The annealed Fe85Si2B9P3Cu1-xCx alloy exhibits an increase in grain size and coercivity (Hc). Notably, the Fe85Si2B9P3Cu0.7C0.3 nanocrystalline ribbons with high saturation magnetization strength (Bs) of 1.8 T and low Hc of 9.8 A/m demonstrate excellent soft magnetic properties and low production process requirements, indicating significant potential applications.
本研究旨在提高 FeSiBPCu 纳米晶合金的非晶形成能力(AFA),并简化其工业化生产过程。我们研究了用 C 替代 C 的一系列 Fe85Si2B9P3Cu1-xCx (x = 0、0.3、0.5、0.7 和 1)的非晶形成能力和软磁特性。通过选择 480 °C 退火 330 秒(相当于第一和第二结晶温度之间的时间间隔),我们获得了具有细小尺寸的纳米晶相。退火后的 Fe85Si2B9P3Cu1-xCx 合金显示出晶粒尺寸和矫顽力(Hc)的增加。值得注意的是,Fe85Si2B9P3Cu0.7C0.3 纳米晶带具有 1.8 T 的高饱和磁化强度(Bs)和 9.8 A/m 的低 Hc,表现出优异的软磁特性和较低的生产工艺要求,具有巨大的应用潜力。
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引用次数: 0
An integrate study of the effects of CaF2 on the viscous behavior and structure of CaO-SiO2-MgO-Al2O3-CaF2 blast-furnace slag CaF2 对 CaO-SiO2-MgO-Al2O3-CaF2 高炉矿渣粘性行为和结构影响的综合研究
IF 3.2 3区 材料科学 Q1 MATERIALS SCIENCE, CERAMICS Pub Date : 2024-11-15 DOI: 10.1016/j.jnoncrysol.2024.123310
Jianlu Zheng , Xiangdong Xing , Wenguo Liu , Zhuogang Pang , Rijun Hu , Qingguo Xue , Jingsong Wang , Haibin Zuo
Understanding the physical and chemical characteristics of fluorine-containing blast furnace slag is crucial for using fluorine-bearing ores in blast furnace melting. This paper comprehensively analyzes the effects of CaF2 on the viscous flow characteristics and structural changes of CaO-SiO2-MgO-Al2O3-CaF2 blast furnace slag at 1773K. Viscosity measurement results suggest that a higher concentration of CaF2 contributes to a reduction in slag viscosity. Increasing the CaF2 content consistently decreases the viscosity of the slag, though the magnitude of this effect diminishes with higher CaF2 levels. FT-IR shows changes in structure: the diminishing intensity of the [SiO4]-tetrahedral vibration band and the T-O-T bond strength, shallowing of the groove depth. Besides, a slight narrowing of the shoulder width of the [AlO4]-tetrahedral structure, but the change is insignificant. Raman results indicate a depolymerization of Si-based structural units. As the CaF2 content increases from 0 % to 4 %, there is a rise in simpler Q0 and Q1 structural units and a reduction in more complex Q2 units. The Q3 structural units show a decreasing trend, without significant change upon further increase. The ratio of non-bridging oxygen to silicon (NBO/Si) increases from 1.95 to 2.28 with the addition of CaF2, suggesting a lower level of slag polymerization. Fluorine ion serves as a network modifier within the slag structure. XPS results show a decline in the relative concentration of bridging oxygen, whereas the relative concentrations of NBO and free oxygen increase. Finally, 27Al MAS NMR reveals that adding CaF2 reduces the proportion of [AlO4] and raises the proportion of [AlO5] and [AlO3F] units.
了解含氟高炉渣的物理和化学特性对于在高炉熔炼中使用含氟矿石至关重要。本文全面分析了 CaF2 对 1773K 下 CaO-SiO2-MgO-Al2O3-CaF2 高炉渣粘流特性和结构变化的影响。粘度测量结果表明,CaF2 浓度越高,炉渣粘度越低。增加 CaF2 的含量会持续降低炉渣的粘度,但随着 CaF2 含量的增加,这种影响的幅度会减小。傅立叶变换红外光谱显示了结构的变化:[SiO4]四面体振动带和 T-O-T 键强度减弱,沟槽深度变浅。此外,[AlO4]-四面体结构的肩宽略有缩小,但变化不大。拉曼结果表明硅基结构单元发生了解聚。随着 CaF2 含量从 0% 增加到 4%,较简单的 Q0 和 Q1 结构单元有所增加,而较复杂的 Q2 结构单元则有所减少。Q3 结构单元呈下降趋势,在进一步增加时没有明显变化。加入 CaF2 后,非桥氧与硅的比率(NBO/Si)从 1.95 增加到 2.28,这表明熔渣聚合度较低。氟离子是炉渣结构中的网络修饰剂。XPS 结果显示架桥氧的相对浓度下降,而 NBO 和游离氧的相对浓度上升。最后,27Al MAS NMR 显示,加入 CaF2 会降低 [AlO4] 的比例,提高 [AlO5] 和 [AlO3F] 单元的比例。
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引用次数: 0
A comprehensive study on tunable structural, optical and mechanical properties of recycled windscreen glasses 关于再生挡风玻璃可调结构、光学和机械特性的综合研究
IF 3.2 3区 材料科学 Q1 MATERIALS SCIENCE, CERAMICS Pub Date : 2024-11-14 DOI: 10.1016/j.jnoncrysol.2024.123304
Santosh Kumar , K. Singh , Devender Kumar
Waste front windscreen glasses of cars are recycled to study their feasibility for reuse in automobiles. The waste glasses are remelted at 1550 C using 1 mol% of B2O3, NaCl, KCl, and P2O5 as additives. The remelted glasses are characterised and tested using the Fourier transform infrared, Raman spectroscopy, UV-visible spectroscopy, and Vicker’s microhardness tester, respectively. The addition of additives modified the glasses by changing the silicate structural units. These modifications lead to an increase in density and a decrease in molar volume compared to the glass without the above additives, recycled glass (RB7). The optical band gap of all the recycled glass falls within the insulating range of 3.43-3.54 eV, with a hardness range of 4.29-5.74 GPa. The P2O5 contained recycled glasses that exhibited similar properties to those observed for pristine windscreen glasses. This approach finds a way to reuse windscreen glasses for automobiles with a decreased carbon footprint.
对汽车前挡风玻璃废料进行回收,以研究其在汽车中再利用的可行性。使用 1 mol% 的 B2O3、NaCl、KCl 和 P2O5 作为添加剂,在 1550∘C下重熔废玻璃。分别使用傅立叶变换红外光谱、拉曼光谱、紫外可见光谱和维氏硬度计对重熔玻璃进行表征和测试。添加剂通过改变硅酸盐结构单元来改变玻璃。与未添加上述添加剂的回收玻璃(RB7)相比,这些改性导致密度增加,摩尔体积减少。所有回收玻璃的光带隙都在 3.43-3.54 eV 的绝缘范围内,硬度范围为 4.29-5.74 GPa。含有 P2O5 的再生玻璃显示出与原始挡风玻璃相似的特性。这种方法为汽车挡风玻璃的再利用找到了一条减少碳足迹的途径。
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引用次数: 0
Influence of ZnO content on liquid-liquid phase separation in photothermal refractive glass 氧化锌含量对光热折射玻璃中液相-液相分离的影响
IF 3.2 3区 材料科学 Q1 MATERIALS SCIENCE, CERAMICS Pub Date : 2024-11-14 DOI: 10.1016/j.jnoncrysol.2024.123306
Qiannan Li , Baoxing Xiong , Ziyi Ge , Xiang Zhang , Xiao Yuan
At present, volume Bragg grating (VBG) is the core devices in the field of precision optical field modulation, and their performance is mainly influenced by the substrate photothermal refractive (PTR) glass. The liquid phase separation (LLPS) behavior occurring in the base glass can lead to unnecessary scattering losses and have adverse effects on the engineering applications of VBG. In recent years, many glass scientists have conducted research on the liquid-liquid phase separation (LLPS) of glass, believing that the structure of glass phase separation is related to the composition of the glass. This study used high-temperature melting method to prepare Na-Zn-Al-Si PTR glass doped with Ag, Ce, Sn and other elements through two-step heat treatment. In this experiment, the influence mechanism of ZnO on the LLPS of PTR glasses was investigated by controlling the doping amount of ZnO. Modern analysis techniques were used to investigate the mechanism of ZnO on the LLPS, the results confirm that no crystal phase is generated during the glass phase separation in this work, and doping 4 mol% ZnO is beneficial for suppressing the LLPS of PTR glasses. In addition, the introduction of Na2O by using NaNO3 can avoid the generation of Ag2O and Ag2CO3 impurities, which is conducive to the precipitation of NaF grains.
目前,体布拉格光栅(VBG)是精密光场调制领域的核心器件,其性能主要受基片光热折射玻璃(PTR)的影响。基底玻璃中发生的液相分离(LLPS)行为会导致不必要的散射损失,对 VBG 的工程应用产生不利影响。近年来,许多玻璃科学家对玻璃的液-液相分离(LLPS)进行了研究,认为玻璃相分离的结构与玻璃的成分有关。本研究采用高温熔融法,通过两步热处理制备掺杂了Ag、Ce、Sn等元素的Na-Zn-Al-Si PTR玻璃。实验中,通过控制氧化锌的掺量,研究了氧化锌对 PTR 玻璃 LLPS 的影响机理。实验采用现代分析技术研究了 ZnO 对 LLPS 的影响机理,结果表明在本实验中玻璃相分离过程中没有晶相产生,掺杂 4 mol% 的 ZnO 有利于抑制 PTR 玻璃的 LLPS。此外,利用 NaNO3 引入 Na2O 可以避免 Ag2O 和 Ag2CO3 杂质的生成,有利于 NaF 晶粒的析出。
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引用次数: 0
Phase equilibria of CaO-Al2O3-Ti2O3 system at 1500 °C and 1600 °C in C/CO equilibrium atmosphere 1500 ℃ 和 1600 ℃ C/CO 平衡气氛中 CaO-Al2O3-Ti2O3 体系的相平衡
IF 3.2 3区 材料科学 Q1 MATERIALS SCIENCE, CERAMICS Pub Date : 2024-11-12 DOI: 10.1016/j.jnoncrysol.2024.123312
Jiyu Qiu , Wenjie Li , Chengjun Liu , Maofa Jiang
The phase diagram of CaO-Al2O3-Ti2O3 system has significant implications for the metallurgical slag design of Al-Ti alloy steel. In this work, the high-temperature equilibrium experiments were conducted at 1500 °C and 1600 °C in C/CO equilibrium atmosphere, respectively. The types and compositions of the equilibrium phases were determined by Electron Probe Micro Analysis (EPMA) and X-ray diffraction (XRD). The isothermal section of CaO-Al2O3-Ti2O3 system in the low w(TiOx) region at 1500 °C was constructed for the first time, in which there are 6 three-phase fields, 7 two-phase fields, and a liquid phase field. The isothermal section of CaO-Al2O3-Ti2O3 system in the low w(TiOx) region at 1600 °C was constructed and revised, including 3 three-phase fields, 6 two-phase fields, and a liquid phase field. Additionally, under the current experimental condition, the reasons for the formation of TiC in the high w(TiOx) region of this slag system were analyzed, further discussing the effect of carbon on the phase equilibria of CaO-Al2O3-Ti2O3 system.
CaO-Al2O3-Ti2O3 体系的相图对 Al-Ti 合金钢的冶金渣设计具有重要意义。在这项工作中,分别在 1500 ℃ 和 1600 ℃ 的 C/CO 平衡气氛下进行了高温平衡实验。通过电子探针显微分析(EPMA)和 X 射线衍射(XRD)确定了平衡相的类型和成分。首次构建了 1500 ℃ 低 w(TiOx) 区 CaO-Al2O3-Ti2O3 体系的等温剖面,其中有 6 个三相场、7 个两相场和 1 个液相场。构建并修改了 1600 ℃ 低 w(TiOx) 区 CaO-Al2O3-Ti2O3 体系的等温段,包括 3 个三相场、6 个两相场和一个液相场。此外,在当前实验条件下,分析了该熔渣体系高 w(TiOx) 区 TiC 形成的原因,进一步探讨了碳对 CaO-Al2O3-Ti2O3 体系相平衡的影响。
{"title":"Phase equilibria of CaO-Al2O3-Ti2O3 system at 1500 °C and 1600 °C in C/CO equilibrium atmosphere","authors":"Jiyu Qiu ,&nbsp;Wenjie Li ,&nbsp;Chengjun Liu ,&nbsp;Maofa Jiang","doi":"10.1016/j.jnoncrysol.2024.123312","DOIUrl":"10.1016/j.jnoncrysol.2024.123312","url":null,"abstract":"<div><div>The phase diagram of CaO-Al<sub>2</sub>O<sub>3</sub>-Ti<sub>2</sub>O<sub>3</sub> system has significant implications for the metallurgical slag design of Al-Ti alloy steel. In this work, the high-temperature equilibrium experiments were conducted at 1500 °C and 1600 °C in C/CO equilibrium atmosphere, respectively. The types and compositions of the equilibrium phases were determined by Electron Probe Micro Analysis (EPMA) and X-ray diffraction (XRD). The isothermal section of CaO-Al<sub>2</sub>O<sub>3</sub>-Ti<sub>2</sub>O<sub>3</sub> system in the low <em>w</em>(TiO<em><sub>x</sub></em>) region at 1500 °C was constructed for the first time, in which there are 6 three-phase fields, 7 two-phase fields, and a liquid phase field. The isothermal section of CaO-Al<sub>2</sub>O<sub>3</sub>-Ti<sub>2</sub>O<sub>3</sub> system in the low <em>w</em>(TiO<em><sub>x</sub></em>) region at 1600 °C was constructed and revised, including 3 three-phase fields, 6 two-phase fields, and a liquid phase field. Additionally, under the current experimental condition, the reasons for the formation of TiC in the high <em>w</em>(TiO<em><sub>x</sub></em>) region of this slag system were analyzed, further discussing the effect of carbon on the phase equilibria of CaO-Al<sub>2</sub>O<sub>3</sub>-Ti<sub>2</sub>O<sub>3</sub> system.</div></div>","PeriodicalId":16461,"journal":{"name":"Journal of Non-crystalline Solids","volume":"648 ","pages":"Article 123312"},"PeriodicalIF":3.2,"publicationDate":"2024-11-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142653393","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Influence of gadolinium nanoparticle doped zinc boro tellurite glass system for potential radiation shielding and optical switching application. 掺杂钆纳米粒子的锌硼碲玻璃系统对潜在辐射屏蔽和光学开关应用的影响。
IF 3.2 3区 材料科学 Q1 MATERIALS SCIENCE, CERAMICS Pub Date : 2024-11-12 DOI: 10.1016/j.jnoncrysol.2024.123307
S.N. Nazrin , Doha Jouay , Badreddine Lahrach , Mongi Amami , Halimah Badioze Zaman
Using the melt quenching technique, a number of [(TeO₂)₇₀(B₂O₃)₃₀]₇₀(ZnO)₃₀₋ₓ(Gd₂O₃)ₓ glasses were created. The amorphous nature of the glasses was substantiated by X-ray diffraction (XRD), and the existence of GdO₃ nanoparticles was confirmed by transmission electron microscopy (TEM). Key vibrational groups were identified by Fourier-transform infrared (FTIR) spectroscopy: TeO₃, TeO₄, BO₃, and BO₄. The formation of TeO₄ units improved the radiation shielding capabilities of the glasses, especially in TBZG5, which showed superior photon absorption owing to the presence of large Gd³⁺ ions and lone pair electrons. Specifically, the Gd₂O₃ NP-doped glasses showed reverse saturable absorption and self-focusing behaviour with nonlinear absorption coefficients ranging from 0.660 to 0.729 cm/GW. These glasses also showed increasing nonlinear refractive indices coupled with decreasing overall refractive indices.
利用熔体淬火技术,制备出了多种[(TeO₂)₇₀(B₂O₃)₃₀]₇₀(ZnO)₃₀₋ₓ(Gd₂O₃)ₓ玻璃。X 射线衍射(XRD)证实了玻璃的无定形性质,透射电子显微镜(TEM)证实了 GdO₃ 纳米粒子的存在。傅立叶变换红外光谱(FTIR)确定了关键的振动基团:Te₃、Te₄、BO₃ 和 BO₄。TeO₄ 单元的形成提高了玻璃的辐射屏蔽能力,特别是在 TBZG5 中,由于大 Gd³⁺ 离子和孤对电子的存在,TBZG5 显示出卓越的光子吸收能力。具体来说,掺杂 Gd₂O₃ NP 的玻璃表现出反向可饱和吸收和自聚焦行为,非线性吸收系数范围为 0.660 至 0.729 cm/GW。这些玻璃还显示出非线性折射率不断上升,而整体折射率却不断下降。
{"title":"Influence of gadolinium nanoparticle doped zinc boro tellurite glass system for potential radiation shielding and optical switching application.","authors":"S.N. Nazrin ,&nbsp;Doha Jouay ,&nbsp;Badreddine Lahrach ,&nbsp;Mongi Amami ,&nbsp;Halimah Badioze Zaman","doi":"10.1016/j.jnoncrysol.2024.123307","DOIUrl":"10.1016/j.jnoncrysol.2024.123307","url":null,"abstract":"<div><div>Using the melt quenching technique, a number of [(TeO₂)₇₀(B₂O₃)₃₀]₇₀(ZnO)₃₀₋ₓ(Gd₂O₃)ₓ glasses were created. The amorphous nature of the glasses was substantiated by X-ray diffraction (XRD), and the existence of GdO₃ nanoparticles was confirmed by transmission electron microscopy (TEM). Key vibrational groups were identified by Fourier-transform infrared (FTIR) spectroscopy: TeO₃, TeO₄, BO₃, and BO₄. The formation of TeO₄ units improved the radiation shielding capabilities of the glasses, especially in TBZG5, which showed superior photon absorption owing to the presence of large Gd³⁺ ions and lone pair electrons. Specifically, the Gd₂O₃ NP-doped glasses showed reverse saturable absorption and self-focusing behaviour with nonlinear absorption coefficients ranging from 0.660 to 0.729 cm/GW. These glasses also showed increasing nonlinear refractive indices coupled with decreasing overall refractive indices.</div></div>","PeriodicalId":16461,"journal":{"name":"Journal of Non-crystalline Solids","volume":"648 ","pages":"Article 123307"},"PeriodicalIF":3.2,"publicationDate":"2024-11-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142653394","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Co-improvements of chemical stability and glass transition temperature via a mixed alkali effect in low-melting Li2O-Na2O-CaO-P2O5 sealing glasses 通过混合碱效应共同提高低熔点 Li2O-Na2O-CaO-P2O5 密封玻璃的化学稳定性和玻璃化转变温度
IF 3.2 3区 材料科学 Q1 MATERIALS SCIENCE, CERAMICS Pub Date : 2024-11-12 DOI: 10.1016/j.jnoncrysol.2024.123309
Huali Liu , Shiquan Liu , Junfeng Kang , Yunlong Yue , Xuchuan Jiang
Enhanced chemical stability and reduced glass transition temperature are surely desirable for the low-melting sealing glasses. An elusive trade-off between the glass transition temperature and chemical durability in the phosphate glass systems, however, greatly limits the applications of low-melting sealing glasses. In this work, the co-improvements of chemical stability and glass transition temperature are achieved in the xLi2O-(25-x)Na2O-17CaO-58P2O5 glass system (0 ≤ x ≤ 20 mol%) via a mixed-alkali effect, and this effect on the glasses structures, thermal properties and chemical stability were systematically investigated. The FTIR, Raman and XPS spectra showed that the replacement of Na2O with Li2O will enhance and cross-link the glassy network. Particularly, the significantly reduced glass transition temperature (Tg∼331 °C) and softening temperature (Ts∼366 °C) were achieved in the glass with an optimized 10 mol% substitution of Li2O, demonstrating a great potential of such the mixed-alkali-modulated glasses in the low-temperature sealing applications.
对于低熔点密封玻璃来说,增强化学稳定性和降低玻璃化转变温度无疑是最理想的。然而,磷酸盐玻璃体系在玻璃化转变温度和化学耐久性之间难以权衡,极大地限制了低熔点密封玻璃的应用。本研究通过混合碱效应,在 xLi2O-(25-x)Na2O-17CaO-58P2O5 玻璃体系(0 ≤ x ≤ 20 mol%)中实现了化学稳定性和玻璃化转变温度的共同提高,并系统研究了这种效应对玻璃结构、热性能和化学稳定性的影响。傅立叶变换红外光谱、拉曼光谱和 XPS 光谱显示,用 Li2O 替代 Na2O 会增强和交联玻璃网络。尤其是在 Li2O 取代量为 10 mol% 的优化玻璃中,玻璃转变温度(Tg∼331 °C)和软化温度(Ts∼366 °C)明显降低,显示了这种混合碱调制玻璃在低温密封应用中的巨大潜力。
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引用次数: 0
Study of electric transport and impedance analysis in copper chloride modified bismuth boro-tellurite glasses 氯化铜改性铋碲玻璃中的电传输和阻抗分析研究
IF 3.2 3区 材料科学 Q1 MATERIALS SCIENCE, CERAMICS Pub Date : 2024-11-12 DOI: 10.1016/j.jnoncrysol.2024.123301
Komal Poria , Sunil Dhankhar , Rajesh Parmar , R.S. Kundu
CuCl2 substituted bismuth borate tellurite glasses were examined for electrical conductivity at frequencies between 10−1 Hz and 106 Hz and temperatures between 463 K and 563K. The Almond West law used for fitting experimental data of ac conductivity, and determining cross-over frequency (ωH), frequency exponent (s), and dc conductivity (σdc). Depending on the glass composition, ac conduction process was modeled using correlated barrier hopping and non-overlapping small polaron tunneling. The imaginary component of the electric modulus included in the experimental data fitted by non-exponential Kohlrausch-Williams-Watts. Impedance examination reveals minimization of mixed former effect on electric charge transport at low frequencies in studies glasses. For x = 20, conduction occurs due to charge carriers (Cu2+ ions/polarons). An excellent match is found between the Nyquist plots and equivalent circuit models. There is good agreement between the estimated activation energy from conductivity EC (0.82–1.13 eV), electric modulus ER (0.81–1.12 eV), and impedance EZ (0.82–1.15 eV) analyses.
对 CuCl2 取代的铋硼酸盐碲玻璃在 10-1 Hz 至 106 Hz 频率和 463 K 至 563 K 温度范围内的导电性进行了研究。阿尔蒙德-韦斯特定律用于拟合交流电导率的实验数据,并确定交叉频率 (ωH)、频率指数 (s) 和直流电导率 (σdc)。根据玻璃成分的不同,利用相关势垒跳变和非重叠小极子隧道来模拟交流传导过程。实验数据中包含的电模量虚分量由非指数 Kohlrausch-Williams-Watts 拟合。阻抗检查显示,在研究玻璃中,混合前效应对低频电荷传输的影响最小。当 x = 20 时,传导是由电荷载流子(Cu2+ 离子/极子)引起的。奈奎斯特图和等效电路模型之间的匹配非常好。电导率 EC(0.82-1.13 eV)、电模量 ER(0.81-1.12 eV)和阻抗 EZ(0.82-1.15 eV)分析得出的估计活化能之间存在良好的一致性。
{"title":"Study of electric transport and impedance analysis in copper chloride modified bismuth boro-tellurite glasses","authors":"Komal Poria ,&nbsp;Sunil Dhankhar ,&nbsp;Rajesh Parmar ,&nbsp;R.S. Kundu","doi":"10.1016/j.jnoncrysol.2024.123301","DOIUrl":"10.1016/j.jnoncrysol.2024.123301","url":null,"abstract":"<div><div>CuCl<sub>2</sub> substituted bismuth borate tellurite glasses were examined for electrical conductivity at frequencies between 10<sup>−1</sup> Hz and 10<sup>6</sup> Hz and temperatures between 463 K and 563K. The Almond West law used for fitting experimental data of ac conductivity, and determining cross-over frequency (ω<sub>H</sub>), frequency exponent (s), and dc conductivity (σ<sub>dc</sub>). Depending on the glass composition, ac conduction process was modeled using correlated barrier hopping and non-overlapping small polaron tunneling. The imaginary component of the electric modulus included in the experimental data fitted by non-exponential Kohlrausch-Williams-Watts. Impedance examination reveals minimization of mixed former effect on electric charge transport at low frequencies in studies glasses. For <em>x</em> = 20, conduction occurs due to charge carriers (Cu<sup>2+</sup> ions/polarons). An excellent match is found between the Nyquist plots and equivalent circuit models. There is good agreement between the estimated activation energy from conductivity E<sub>C</sub> (0.82–1.13 eV), electric modulus E<sub>R</sub> (0.81–1.12 eV), and impedance E<sub>Z</sub> (0.82–1.15 eV) analyses.</div></div>","PeriodicalId":16461,"journal":{"name":"Journal of Non-crystalline Solids","volume":"648 ","pages":"Article 123301"},"PeriodicalIF":3.2,"publicationDate":"2024-11-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142653392","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Predicting the viscosity of basalt melt by data-driven and interpretable machine learning 通过数据驱动和可解释的机器学习预测玄武岩熔体的粘度
IF 3.2 3区 材料科学 Q1 MATERIALS SCIENCE, CERAMICS Pub Date : 2024-11-09 DOI: 10.1016/j.jnoncrysol.2024.123302
Qing-Yuan Han , Xiong-Yu Xi , Yixuan Ma , Xungai Wang , Dan Xing , Peng-Cheng Ma
Basalt fiber is a high-performance fiber made from natural basalt ore by high-temperature melting and filament-forming. The viscosity of basalt melt plays crucial role in regulating melting process and enhancing properties of formed fiber. Here, a dataset of oxide composition in basalt, temperature, and corresponding melt viscosity was collected from reported papers and self-tested samples. By using data-driven and interpretable machine learning technique, two models of Random Forest and Gradient Boosting Decision Tree were established. Both models could learn the dataset and predicted the melt viscosity from the input oxide composition and temperature. A Shapley additive interpretation was conducted on built models, which led to an understanding of significance and pattern of various oxide compositions that impact viscosity. Based on these findings, a prediction on temperature parameters for ore melting and filament-forming was achieved, and continuous basalt fibers were obtained on a fiber spinning facility by using self-tested samples.
玄武岩纤维是一种以天然玄武岩矿石为原料,通过高温熔化和成丝制成的高性能纤维。玄武岩熔体的粘度对调节熔化过程和提高成型纤维的性能起着至关重要的作用。在此,我们从报告论文和自测样品中收集了玄武岩中氧化物成分、温度和相应熔体粘度的数据集。通过使用数据驱动和可解释的机器学习技术,建立了随机森林和梯度提升决策树两种模型。这两个模型都能学习数据集,并根据输入的氧化物成分和温度预测熔体粘度。对建立的模型进行了夏普利加法解释,从而了解了影响粘度的各种氧化物成分的重要性和模式。在这些发现的基础上,对矿石熔化和成丝的温度参数进行了预测,并利用自测样品在纤维纺丝设备上获得了连续的玄武岩纤维。
{"title":"Predicting the viscosity of basalt melt by data-driven and interpretable machine learning","authors":"Qing-Yuan Han ,&nbsp;Xiong-Yu Xi ,&nbsp;Yixuan Ma ,&nbsp;Xungai Wang ,&nbsp;Dan Xing ,&nbsp;Peng-Cheng Ma","doi":"10.1016/j.jnoncrysol.2024.123302","DOIUrl":"10.1016/j.jnoncrysol.2024.123302","url":null,"abstract":"<div><div>Basalt fiber is a high-performance fiber made from natural basalt ore by high-temperature melting and filament-forming. The viscosity of basalt melt plays crucial role in regulating melting process and enhancing properties of formed fiber. Here, a dataset of oxide composition in basalt, temperature, and corresponding melt viscosity was collected from reported papers and self-tested samples. By using data-driven and interpretable machine learning technique, two models of Random Forest and Gradient Boosting Decision Tree were established. Both models could learn the dataset and predicted the melt viscosity from the input oxide composition and temperature. A Shapley additive interpretation was conducted on built models, which led to an understanding of significance and pattern of various oxide compositions that impact viscosity. Based on these findings, a prediction on temperature parameters for ore melting and filament-forming was achieved, and continuous basalt fibers were obtained on a fiber spinning facility by using self-tested samples.</div></div>","PeriodicalId":16461,"journal":{"name":"Journal of Non-crystalline Solids","volume":"648 ","pages":"Article 123302"},"PeriodicalIF":3.2,"publicationDate":"2024-11-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142653387","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Journal of Non-crystalline Solids
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