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nano-SiC改性沥青抗老化性能研究
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作者 甄少华 啜二勇 +2 位作者 刘路 王一宝 姬玉平 《天津建设科技》 2025年第5期56-60,共5页
对基质沥青和外掺质量分数分别为2%、4%、6%、8%的nano-SiC改性沥青采用旋转薄膜烘箱老化试验(RTFOT)和压力老化试验(PAV)进行短期及长期老化,通过老化前后的三大指标(针入度、软化点、延度)试验、沥青流变性质(DSR)试验及沥青弯曲蠕变... 对基质沥青和外掺质量分数分别为2%、4%、6%、8%的nano-SiC改性沥青采用旋转薄膜烘箱老化试验(RTFOT)和压力老化试验(PAV)进行短期及长期老化,通过老化前后的三大指标(针入度、软化点、延度)试验、沥青流变性质(DSR)试验及沥青弯曲蠕变劲度(BBR)试验研究了nano-SiC改性沥青的抗老化性能及最佳掺量。最终结果表明:nano-SiC能提高沥青的高温稳定性,但对沥青的低温抗裂性不利。三大指标试验结果及高低温流变试验结果表明,nano-SiC外掺质量分数为6%时,对沥青的抗老化性能提升最大。 展开更多
关键词 改性沥青 nano-sic 抗老化性能
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Influence of nano-SiC on microstructure and property of MAO coating formed on AZ91D magnesium alloy 被引量:13
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作者 王淑艳 司乃潮 +1 位作者 夏永平 刘莉 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2015年第6期1926-1934,共9页
Ceramic coating incorporated with nano-SiC was obtained on AZ91D magnesium alloy during MAO by adding nano-SiC into the silicate-aluminate-based composite electrolyte. The microstructure, thickness, phase analysis, el... Ceramic coating incorporated with nano-SiC was obtained on AZ91D magnesium alloy during MAO by adding nano-SiC into the silicate-aluminate-based composite electrolyte. The microstructure, thickness, phase analysis, element composition and hardness of the coatings were respectively investigated by scanning electron microscopy(SEM), film thickness meter, X-ray diffraction (XRD), energy disperse spectroscopy(EDS) and Vickers hardness tester. The wear resistance of Mg alloy and coatings were evaluated by friction and wear apparatus, while the corrosion resistance of Mg alloy and coatings were evaluated by potentiodynamic polarization test and electrochemical impedance spectroscopy (EIS). The results show that after adding nano-SiC into the electrolyte, both the striking voltage and final voltage decrease, the size and number of the micropore on the surface of the coating decrease, the thickness and hardness of the coating increase, both the wear resistance and corrosion resistance of the coating raise. 展开更多
关键词 magnesium alloy micro-arc oxidation nano-sic microstructure PROPERTY
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Nano-SiC薄膜在太阳能电池窗口表面的应用 被引量:3
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作者 王二垒 张秀霞 +2 位作者 张丽霞 陈旭涛 杨小聪 《科学技术与工程》 北大核心 2013年第17期4878-4880,4889,共4页
由于环境的污染使空气中有泥土,太阳能电池在户外使用一段时间后,其窗口表面就会附着一些灰尘颗粒影响其进光量,进而影响太阳能电池的光电转换效率。采用溶胶凝胶法制备并通过热烧结过程,将Nano-SiC透明薄膜制备在太阳能电池窗口表面。... 由于环境的污染使空气中有泥土,太阳能电池在户外使用一段时间后,其窗口表面就会附着一些灰尘颗粒影响其进光量,进而影响太阳能电池的光电转换效率。采用溶胶凝胶法制备并通过热烧结过程,将Nano-SiC透明薄膜制备在太阳能电池窗口表面。通过实验测试了表面制备不同厚度的Nano-SiC薄膜对太阳能电池I-V特性的影响。实验结果表明Nano-SiC薄膜具有很好的光子透过性和自洁能力,能够提高太阳能电池的光电转换效率。 展开更多
关键词 nano-sic薄膜 太阳能电池窗口 光电转换效率 I-V特性
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45#钢表面Ni-P-nano-SiC复合化学镀层的制备 被引量:1
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作者 陈岁元 范红 +1 位作者 梁京 刘常升 《东北大学学报(自然科学版)》 EI CAS CSCD 北大核心 2011年第6期810-813,825,共5页
在优化设计的化学镀基础镀液中通过添加不同含量的纳米SiC颗粒,研究在45#钢表面制备具有纳米SiC颗粒增强的复合镀层及形成机理.利用SEM,XRD和显微硬度计等方法对实验样品的组织结构、形貌、显微硬度及其镀层形成机理进行了研究,结果表明... 在优化设计的化学镀基础镀液中通过添加不同含量的纳米SiC颗粒,研究在45#钢表面制备具有纳米SiC颗粒增强的复合镀层及形成机理.利用SEM,XRD和显微硬度计等方法对实验样品的组织结构、形貌、显微硬度及其镀层形成机理进行了研究,结果表明:实验制备的Ni-P,Ni-P-SiC镀层镀态时硬度分别为572 HV,649 HV,热处理后其表面硬度在400℃时达到最大值1 045 HV和1 341 HV.纳米SiC颗粒在镀液中不参与化学反应,只是与化学反应所产生的Ni和P共同沉积在镀层中起到了复合强化的作用.Ni-P-nano-SiC镀层的生长机理是按层状方式生长,生长方向垂直于钢基体表面.纳米SiC提高了复合化学镀层的生长速度,促进了复合镀层以较薄的分层方式生长. 展开更多
关键词 化学复合镀 Ni-p-nano-sic复合镀层 纳米颗粒复合强化 层状生长
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硅烷偶联剂改性CE/nano-SiC静态力学性能的研究
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作者 张学英 张文根 +2 位作者 祝保林 王君龙 梁国正 《塑料》 CAS CSCD 北大核心 2009年第1期77-79,共3页
采用模塑成型法制备CE/nano-S iC复合材料,分别考察了3种偶联剂表面处理nano-S iC后对其静态力学性能的影响,用透射电子显微镜(TEM)表征了材料的微观结构和形貌特征。结果表明:3种偶联剂的改性效果次序为:KH-560<SCA-3<SEA-171;当... 采用模塑成型法制备CE/nano-S iC复合材料,分别考察了3种偶联剂表面处理nano-S iC后对其静态力学性能的影响,用透射电子显微镜(TEM)表征了材料的微观结构和形貌特征。结果表明:3种偶联剂的改性效果次序为:KH-560<SCA-3<SEA-171;当nano-S iC含量为1.00%时,相对于纯CE的冲击强度和弯曲强度,SEA-171的提高率分别为95.06%和34.69%。 展开更多
关键词 氰酸酯树脂 偶联剂 nano-sic 力学性能 复合材料
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KH-560改性CE/nano-SiC复合材料的韧性和耐热性
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作者 张学英 张文根 +2 位作者 祝保林 王君龙 梁国正 《材料开发与应用》 CAS 2009年第1期1-3,共3页
采用模塑成型法制备CE/nano-SiC复合材料,通过冲击强度测试、TGA分析和DMA分析,发现偶联剂KH-560表面处理nano-SiC后,对其韧性和耐热性具有显著的协同改性作用。相对纯CE,经KH-560表面处理后的CE、1.00%nano-SiC复合材料,冲击强度提高86... 采用模塑成型法制备CE/nano-SiC复合材料,通过冲击强度测试、TGA分析和DMA分析,发现偶联剂KH-560表面处理nano-SiC后,对其韧性和耐热性具有显著的协同改性作用。相对纯CE,经KH-560表面处理后的CE、1.00%nano-SiC复合材料,冲击强度提高86.26%;玻璃化转变温度提高16.71%;失重5%时,热分解温度提高17.25%;450℃时,质量保持率提高59.67%。 展开更多
关键词 氰酸酯树脂 偶联剂 nano-sic 改性研究
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丝网印刷nano-SiC薄膜阴极的电子特性的研究 被引量:3
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作者 张秀霞 雷崇民 +3 位作者 王晓娥 盛洪江 魏舒怡 魏杰 《功能材料》 EI CAS CSCD 北大核心 2010年第4期555-557,561,共4页
研究了低成本大面积丝网印刷在玻璃衬底上均匀的纳米碳化硅(nano-SiC)薄膜的场致发射特性。提出了机械分散团聚的nano-SiC的方法,实验了适合导电玻璃衬底上制备nano-SiC薄膜的浆料配方,摸索导电玻璃衬底上nano-SiC薄膜的烧结工艺,研究... 研究了低成本大面积丝网印刷在玻璃衬底上均匀的纳米碳化硅(nano-SiC)薄膜的场致发射特性。提出了机械分散团聚的nano-SiC的方法,实验了适合导电玻璃衬底上制备nano-SiC薄膜的浆料配方,摸索导电玻璃衬底上nano-SiC薄膜的烧结工艺,研究了不同nano-SiC含量的薄膜的场发射特性,得到了最佳场致发射特性的配方比例。对样品进行微观分析和表征。具有稳定均匀场致发射性能的nano-SiC薄膜可作为显示器器件的阴极材料。 展开更多
关键词 纳米碳化硅薄膜 电子场发射 丝网印刷 后处理过程
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退火处理对Nano-SiC-Al_2O_3/TiC纳米陶瓷复合材料性能的影响 被引量:4
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作者 仝建峰 陈大明 蔡万华 《金属热处理》 CAS CSCD 北大核心 1999年第11期26-27,共2页
研究了退火工艺对纳米陶瓷复合材料力学性能的影响。研究表明,纳米陶瓷复合材料在适当退火工艺下,其抗弯强度和硬度可以提高40% ~50 % ,但断裂韧度略有下降。
关键词 纳米碳化硅 氧化铝 碳化钛 复合材料 退火处理
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Nano-SiC reinforced Zn biocomposites prepared via laser melting:Microstructure,mechanical properties and biodegradability 被引量:8
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作者 Chengde Gao Meng Yao +2 位作者 Cijun Shuai Shuping Peng Youwen Deng 《Journal of Materials Science & Technology》 SCIE EI CAS CSCD 2019年第11期2608-2617,共10页
Zn has been regarded as new kind of potential implant biomaterials due to the desirable biodegradability and good biocompatibility,but the low strength and ductility limit its application in bone repairs.In the presen... Zn has been regarded as new kind of potential implant biomaterials due to the desirable biodegradability and good biocompatibility,but the low strength and ductility limit its application in bone repairs.In the present study,nano-SiC was incorporated into Zn matrix via laser melting,aiming to improve the mechanical performance.The microstructure analysis showed that nano-SiC distributed along Zn grain boundaries.During the laser rapid solidification,nano-SiC particles acted as the sites for heterogeneous nucleation,which resulted in the reduction of Zn grain size from 250μm to 15μm with 2 wt%SiC(Zn-2 SiC).Meanwhile,nano-SiC acted as a reinforcer by virtue of Orowan strengthening and dispersion strengthening.As a consequence,the nanocomposites showed maximal compressive yield strength(121.8±5.3 MPa)and high microhardness(72.24±3.01 HV),which were increased by 441%and 78%,respectively,compared with pure Zn.Moreover,fracture analysis indicated a more ductile fracture of the nanocomposites after the incorporation of nano-SiC In addition,the nanocomposites presented favorable biocompatibility and accelerated degradation caused by intergranular corrosion.These findings suggested that the nano-SiC reinforced Zn biocomposites may be the potential candidates for orthopedic implants. 展开更多
关键词 ZN nano-sic BIOCOMPOSITES Laser melting Mechanical properties
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CE/nano-SiC复合材料的制备及其改性研究 被引量:2
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作者 张文根 张学英 《中国胶粘剂》 CAS 北大核心 2014年第5期42-45,共4页
采用模塑成型法制备了CE(氰酸酯)/nano-SiC复合材料,通过弯曲强度测定、TGA(热失重分析)法和DMA(动态力学分析)法对复合材料的性能进行了分析。研究结果表明:nano-SiC经硅烷偶联剂(SCA-3)表面处理后,对复合材料的力学性能和耐热性具有... 采用模塑成型法制备了CE(氰酸酯)/nano-SiC复合材料,通过弯曲强度测定、TGA(热失重分析)法和DMA(动态力学分析)法对复合材料的性能进行了分析。研究结果表明:nano-SiC经硅烷偶联剂(SCA-3)表面处理后,对复合材料的力学性能和耐热性具有明显的协同改性作用;当w(nano-SiC)=1%(相对纯CE质量而言)时,nano-SiC经SCA-3表面处理前后,相应复合材料的弯曲强度分别提高了20.84%和32.84%,玻璃化转变温度分别提高了13.09%和18.29%,失重5%时的热分解温度分别提高了12.31%和13.87%,450℃时的质量保持率分别提高了26.24%和42.99%。 展开更多
关键词 氰酸酯 nano—SiC 硅烷偶联剂 复合材料 改性
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Al_2O_3-Coated Nano-SiC Particles Reinforced Al_2O_3 Matrix Composites 被引量:2
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作者 Juxian ZHANG, Jinjun FENG and Longqiao GAOBeijing Vacuum Electronics Research Institute, PO. Box 749 Ext. Box 33, Beijing 100016, China 《Journal of Materials Science & Technology》 SCIE EI CAS CSCD 2002年第6期541-543,共3页
Properties of Al2O3-coated nano-SiC have been compared with those of as-received SiC. The isoelectric point (IEP) of SiC changed from pH3.4 to pH7.3 after coating with the alumina precursor, which is close to that of ... Properties of Al2O3-coated nano-SiC have been compared with those of as-received SiC. The isoelectric point (IEP) of SiC changed from pH3.4 to pH7.3 after coating with the alumina precursor, which is close to that of alumina. Because both surfaces of coated SiC and AI2O3 possess higher positive charge at pH=4.5-5.0, they are uniformly dispersed in the two-phase aqueous suspensions, Then a mixed powder containing nano-SiC dispersed homogeneously into the Al2O3 matrix was achieved from flocculating the two-phase suspension. Finally, Al2O3/SiC nanocomposites were obtained by coating nano-SiC with Al2O3, in which the majority of SiC particles were located within the AI2O3 grains. The observation by transmission electron microscopy (TEM) and the analysis by the X-ray photoelectron spectroscopy (XPS) showed that cracks propagated towards the intragranular SiC rather than along grain boundaries. 展开更多
关键词 Coated nano-sic Colloidal processing NANOCOMPOSITES Intragranular structure Transgranular fracture
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Aging Behavior of Nano-SiC/2014Al Composite Fabricated by Powder Metallurgy and Hot Extrusion Techniques 被引量:6
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作者 Zhiguo Wang Chuanpeng Li +4 位作者 Huiyuan Wang Xian Zhu Min Wu Jiehua Li Qichuan Jiang 《Journal of Materials Science & Technology》 SCIE EI CAS CSCD 2016年第10期1008-1012,共5页
The aging-hardening kinetics of powder metallurgy processed 2014Al alloy and its composite have been studied. The existence of n-SiC particulates leads to the increase of peak hardness. Interestingly, the aginghardeni... The aging-hardening kinetics of powder metallurgy processed 2014Al alloy and its composite have been studied. The existence of n-SiC particulates leads to the increase of peak hardness. Interestingly, the aginghardening peak of the composite takes place at earlier time than that of the unreinforced alloy. Transmission electron microscopy(TEM) studies indicated that the major precipitation phases are Al_5Cu_2Mn_3 and θ′(Al_2Cu). Besides, Ω phase appeared in both specimens at peak hardening condition, which has been rarely observed previously in aluminum metal matrix composites without Ag. Accelerated aging kinetics and increased peak hardness may be attributed to the higher dislocation density resulted from the mismatch of coefficients of thermal expansion between n-SiC and 2014Al matrix. The results are beneficial to fabricating high performance composites for the application in automobile field such as pistons, driveshaft tubes, brake rotors, bicycle frames, railroad brakes. 展开更多
关键词 Metal matrix composites nano-sic Powder metallurgy Hot extrusion Aging hardening
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Effect of Gr Content and Hot Extrusion on Tensile Properties of(Nano-SiCp+Gr)/Cu Composites Fabricated by Powder Metallurgy
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作者 王桂松 罗阳 +3 位作者 刘宝玺 尹成 耿林 黄玉东 《Journal of Shanghai Jiaotong university(Science)》 EI 2012年第6期658-662,共5页
Novel hybrid Cu matrix composites reinforced by graphite(Gr) particle with volume fraction of 5%- 15%and nano-SiC particle(nano-SiCp) with volume fraction of 3%have been prepared by powder metallurgy.The results show ... Novel hybrid Cu matrix composites reinforced by graphite(Gr) particle with volume fraction of 5%- 15%and nano-SiC particle(nano-SiCp) with volume fraction of 3%have been prepared by powder metallurgy.The results show that Gr and nano-SiCp distribute uniformly in the Cu matrix.With increasing the volume fraction of Gr,the tensile strength of the composites decreases from 114 to 51 MPa and the elastic modulus decreases from 75 to 60 GPa.Compared with the sintered composites,the tensile properties including elastic modulus,tensile strength,yield strength and tensile elongation of the hot-extruded(nano-SiCp+Gr)/Cu composites are improved greatly due to higher relative density of the composites and more uniform distribution of Gr and nano-SiCp,in addition to finer grain size of the matrix as a result of dynamic recovery and recrystallization which occur during hot extrusion process. 展开更多
关键词 Cu composites microstructure properties graphite nano-sic particle nano-sicp)
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Nano-SiC薄膜对太阳能电板转换效率影响的研究 被引量:1
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作者 陈旭涛 张秀霞 +4 位作者 王二垒 杨小聪 娄秀丽 温俊霞 江道节 《科学技术与工程》 北大核心 2014年第11期194-195,205,共3页
采用丝网印刷法在太阳能电板超白玻璃表面制备出不同厚度的Nano-SiC薄膜,研究了Nano-SiC薄膜厚度对光子透过率和户外太阳能电板转换效率的影响。结果表明,经过两层Nano-SiC薄膜处理后,超白玻璃的平均光子透过率提高了12%左右;同时Nano-... 采用丝网印刷法在太阳能电板超白玻璃表面制备出不同厚度的Nano-SiC薄膜,研究了Nano-SiC薄膜厚度对光子透过率和户外太阳能电板转换效率的影响。结果表明,经过两层Nano-SiC薄膜处理后,超白玻璃的平均光子透过率提高了12%左右;同时Nano-SiC薄膜可以降低户外太阳能电板转换效率的降低速率,经过两层Nano-SiC薄膜处理后太阳能电板的转换效率降低速率约为未处理时的0.3倍。 展开更多
关键词 丝网印刷 Nano—SiC薄膜 光子透过率 转换效率
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Fe-driven phase transition enables nano-sized Wadsley-Roth FeNb_(11)O_(29)anode for ultrafast 2-minute charging batteries
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作者 Aofei Wei Meiqi Liu +6 位作者 Zhongwei Liu He Yang Zhou Jiang Zhongyu Pan Detian Meng Taowen Dong Wei Zhang 《Journal of Energy Chemistry》 2026年第1期625-633,I0014,共10页
Niobium-based oxides show great potential in anode materials for fast-charging lithium-ion batteries,but their practical application remains hindered by intrinsically low conductivity.In this study,we successfully syn... Niobium-based oxides show great potential in anode materials for fast-charging lithium-ion batteries,but their practical application remains hindered by intrinsically low conductivity.In this study,we successfully synthesize nano-sized Wadsley-Roth FeNb_(11)O_(29)through Fe-driven phase transformation of Nb_(2)O_(5),which delivers a high specific capacity(280.5 mA h g^(−1)at 0.25 C)along with abundant redox-active sites.Moreover,the Wadsley-Roth shear structure of FeNb_(11)O_(29)facilitates rapid Li^(+)diffusion and guarantees exceptional structural stability.Theoretical calculations further confirm that FeNb_(11)O_(29)has a narrow band gap,which significantly enhances the conductivity.Owing to these merits,FeNb_(11)O_(29)achieves a full charge/discharge cycle within merely 25 s at 75 C rate and retains remarkable cycling stability over 2500 cycles.As a consequence,our assembled FeNb_(11)O_(29)||LiFePO_(4)full cell demonstrates ultra-long cyclability(>10000 cycles)and outstanding fast-charging capability(complete cycling within 2 min at 30 C).These findings highlight nano-sized FeNb_(11)O_(29)as a highly promising anode candidate for next-generation fast-charging LIBs. 展开更多
关键词 Fast-charging nano-sIZED Wadsley-Roth structure Lithium-ion batteries ANODE
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Friction and wear properties of nano-Si3N4/nano-SiC composite under nanolubricated conditions 被引量:1
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作者 M.S.CHAROO M.F.WANI 《Journal of Advanced Ceramics》 CSCD 2016年第2期145-152,共8页
关键词 NANO-CERAMICS nanolubrication nano-si3N4/nano-sic FRICTION WEAR
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Effect of Nano-SiC and Nano-Si Doping on Critical Current Density of MgB_2
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作者 H.K.Liu S.H.Zhou +6 位作者 S.Soltanian J.Horvat A.V.Pan M.J.Qin X.L.Wang M.Lonescu S.X.Dou 《Tsinghua Science and Technology》 SCIE EI CAS 2003年第3期307-315,共9页
The discovery of superconductivity in magnesium diboride (MgB2) has opened up a new field in materials science research. It offers a possibility of a new class of high performance superconducting materials for practic... The discovery of superconductivity in magnesium diboride (MgB2) has opened up a new field in materials science research. It offers a possibility of a new class of high performance superconducting materials for practical applications because of the relatively low cost of fabrication, high critical current densities (Jc) and fields, large coherence length, absence of weak links, higher Tc(TC = 39K) compared with Nb3Sn and Nb-Ti alloys (two or four times that of Nb,,Sn and Nb-Ti alloys). However, the weak flux pinning in the magnetic field remains a major challenge. This paper reports the most interesting results on nanomaterial (SiC and Si) doping in magnesium diboride. The high density of nano-scale defects introduced by doping is responsible for the enhanced pinning. The fabrication method, critical current density, microstructures, flux pinning and cost for magnesium diboride bulks, wires and tapes are also discussed. It is believed that high performance SiC doped MgB2 will have a great potential for many practical applications at 5K to 25K up to 5T. 展开更多
关键词 magnesium diboride (MgB2) MgB2/Fe wires doped with nano-sic MgB2/Fe wires doped with nano-si critical current density flux pinning
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静电纺丝法制备微纳含硼SiC纤维及其电磁波吸收性能
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作者 崔婧妍 魏英 +3 位作者 尹洪峰 任小虎 汤云 袁蝴蝶 《复合材料学报》 北大核心 2026年第1期268-280,共13页
目前电磁波污染不仅干扰通信设备且不利于人体健康。此外,国防和信息安全对电磁波吸收材料提出更高要求。然而,制备兼具“薄、轻、宽、强”特性的高效电磁波吸收材料仍有挑战性。本文采用一种简易的方法将硼酸(H_(3)BO_(3))添加到聚乙... 目前电磁波污染不仅干扰通信设备且不利于人体健康。此外,国防和信息安全对电磁波吸收材料提出更高要求。然而,制备兼具“薄、轻、宽、强”特性的高效电磁波吸收材料仍有挑战性。本文采用一种简易的方法将硼酸(H_(3)BO_(3))添加到聚乙烯吡咯烷酮(PVP)-聚碳硅烷(PCS)前驱体溶液中,经静电纺丝结合高温热解制备出含硼SiC纤维。利用FTIR和TG-FTIR分析了含硼SiC纤维制备过程中的物理化学变化;通过SEM、TEM、XRD、Raman、XPS和ICP-MS等检测手段表征了纤维的微观结构和组成。结果表明,纤维中SiC结晶性不佳,多为微晶,且被SiC_(x)O_(y)无定形相包围。引入的少量H_(3)BO_(3)以B-O键形式存在于无定形相中。当前驱体溶液中H_(3)BO_(3)∶PVP∶PCS质量比为3∶10∶20时,所制得的含硼SiC纤维膜在3 mm厚度下的最小反射损耗(RL_(min))达到-60.31 dB,相应的有效吸收带宽(EAB)为7.44 GHz(10.56~18 GHz),完全覆盖Ku波段(12~18 GHz)。含硼SiC纤维中多种异质界面、极性共价键以及纤维形成的三维导电网络的存在,使得电磁波在材料中被多次反射吸收,从而提高了吸收强度和带宽。此种方法制备的含硼SiC纤维在吸波领域具有应用潜力。 展开更多
关键词 微纳含硼SiC纤维 H_(3)BO_(3) 电磁波(EMW)吸收 静电纺丝 介电损耗
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面向Ni-SiC纳米镀层耐磨性能预测的GA-BP神经网络模型
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作者 覃树宏 梁锦 《电镀与精饰》 北大核心 2026年第1期116-122,130,共8页
Ni-SiC纳米镀层的耐磨性能与其制备工艺参数之间存在复杂的非线性关系,需要具有很强的非线性拟合能力,才能捕捉输入参数与耐磨性能之间的复杂关系,在进行模型求解时可避免陷入局部最优而降低预测精度。为此,提出遗传算法-反向传播(Genet... Ni-SiC纳米镀层的耐磨性能与其制备工艺参数之间存在复杂的非线性关系,需要具有很强的非线性拟合能力,才能捕捉输入参数与耐磨性能之间的复杂关系,在进行模型求解时可避免陷入局部最优而降低预测精度。为此,提出遗传算法-反向传播(Genetic Algorithm-Backpropagation,GA-BP)神经网络模型,对Ni-SiC纳米镀层的耐磨性能预测方法展开研究。选用50 mm×50 mm×5 mm 304不锈钢板材作为基体材料进行预处理,使用电镀液配方对镀液进行配置;采用恒电流脉冲电镀模式完成复合电镀,并利用多功能摩擦磨损试验机进行耐磨性能试验;构建基于BP神经网络的Ni-SiC纳米镀层耐磨性能预测模型,并引入遗传算法对BP神经网络模型的阈值和权值展开寻优,将磨损量作为模型输出,实现Ni-SiC纳米镀层的耐磨性能预测。试验表明,利用本文方法获取的磨损量预测值与磨损量真实值之间的误差最大仅为0.2 mg,预测后的R^(2)为0.988,预测结果的拟合优度较高,应用效果较好。 展开更多
关键词 Ni-SiC纳米镀层 耐磨性能预测 GA算法 BP神经网络 摩擦磨损
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时效时间与温度对SiC/Al-Zn-Mg-Cu纳米复合材料显微组织与硬度的影响
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作者 李京京 鞠江 +5 位作者 张震 罗逸飞 王朦朦 周阳 王俊 梁加淼 《材料工程》 北大核心 2026年第1期203-210,共8页
采用高能球磨结合放电等离子烧结和热挤压的方法制备SiC/Al-Zn-Mg-Cu纳米复合材料,通过示差扫描量热法、同步辐射X射线衍射、透射电子显微镜分析和显微硬度测试,研究了纳米复合材料的析出硬化特性、时效析出行为及显微硬度变化。结果表... 采用高能球磨结合放电等离子烧结和热挤压的方法制备SiC/Al-Zn-Mg-Cu纳米复合材料,通过示差扫描量热法、同步辐射X射线衍射、透射电子显微镜分析和显微硬度测试,研究了纳米复合材料的析出硬化特性、时效析出行为及显微硬度变化。结果表明:添加纳米SiC颗粒后,η′相和η相的热扩散激活能提高,纳米SiC颗粒抑制了复合材料中析出相的长大。纳米SiC颗粒的加入,促使复合材料组织中η'相数量增多,晶界析出的η相更加细小、均匀,析出强化效果更为显著。随着时效时间的增加,晶内η'相密度增大,尺寸增加,并且逐渐向η相转变,同时晶界析出的η相发生粗化。增加时效温度可促使复合材料体系自由能升高,提高了溶质原子的扩散速度,促进η'相和η相的长大以及η'相向η相的转变。添加3%(体积分数)纳米SiC后,复合材料显微硬度提高了50%左右,且随着时效温度从100℃升高到140℃,峰时效时间从64 h减少到16 h,但时效温度变化对峰时效的硬度值影响不大。 展开更多
关键词 铝基复合材料 SiC增强相 纳米析出相 显微硬度 热处理
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