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Fabrication of Porous SiC Coatings on Quartz Substrates by Laser Chemical Vapor Deposition
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作者 YANG Meijun CHEN Rui +4 位作者 XU Qingfang GUO Bingjian LIU Kai TU Rong ZHANG Song 《Journal of Wuhan University of Technology(Materials Science)》 2025年第2期330-337,共8页
Laser etching and laser chemical vapor deposition(LCVD)techniques were proposed for the rapid preparation of high-purity,strongly bonded SiC porous micro-nano-coatings on quartz substrates.The laser serves as an exter... Laser etching and laser chemical vapor deposition(LCVD)techniques were proposed for the rapid preparation of high-purity,strongly bonded SiC porous micro-nano-coatings on quartz substrates.The laser serves as an external driving force for the vertical growth of SiC whiskers,facilitating the formation of a porous nanostructure that resembles coral models found in the macroscopic biological world.The porous nanostructures are beneficial for reducing thermal expansion mismatch and relieving residual stress.It is capable of eliminating the cracks on the surface of SiC coatings as well as enhancing the bonding of SiC coatings with quartz substrates to avoid coating detachment. 展开更多
关键词 laser etching laser CVD quartz substrate sic coating
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Preparation and oxidation property of ZrB_2-MoSi_2/SiC coating on carbon/carbon composites 被引量:15
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作者 张武装 曾毅 +2 位作者 GBOLOGAH Lemuel 熊翔 黄伯云 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2011年第7期1538-1544,共7页
To improve the oxidation resistance of carbon/carbon composites,ZrB2-MoSi2/SiC coating on the carbon/carbon substrate was prepared.The inner coating of SiC was prepared by pack cementation and the outer coating of ZrB... To improve the oxidation resistance of carbon/carbon composites,ZrB2-MoSi2/SiC coating on the carbon/carbon substrate was prepared.The inner coating of SiC was prepared by pack cementation and the outer coating of ZrB2-MoSi2 was prepared by slurry painting.The phase compositions and microstructures of the coating were characterized by XRD and SEM,respectively.The preparation and the high temperature oxidation property of the coated composites were investigated.The results show that the outer coating of carbon/carbon composites is composed of ZrB2,MoSi2 and SiC phases.The mass losses of the ZrB2-MoSi2/SiC coated samples with SiC nano-whiskers after 30 h and 10 h of oxidation at 1 273 K and 1 773 K were,respectively,5.3% and 3.0%.The ZrB2-MoSi2/SiC coated samples exhibit self-sealing performance and good oxidation resistance at high temperature. 展开更多
关键词 carbon/carbon composites ZrB2-Mosi2 sic coating OXIDATION
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Preparation and oxidation resistance of mullite/SiC coating for carbon materials at 1150 ℃ 被引量:8
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作者 杨鑫 苏哲安 +1 位作者 黄启忠 柴立元 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2012年第12期2997-3002,共6页
To protect carbon materials from oxidation, mullite/SiC coatings were prepared on graphite by chemical vapor reaction (CVR) and slurry sintering. The XRD analyses show that the phase of the outer-layer coating is comp... To protect carbon materials from oxidation, mullite/SiC coatings were prepared on graphite by chemical vapor reaction (CVR) and slurry sintering. The XRD analyses show that the phase of the outer-layer coating is composed of SiO2 and mullite, and the inner-layer coating is mainly composed of β-SiC. The anti-oxidation behavior of the coating and the Rockwell hardness (HRB) of the coating after oxidation were investigated. The oxidation test shows that the as-prepared multi-layer coating exhibits excellent antioxidation and thermal shock resistance at high temperature. After oxidation at 1150 ℃ for 109 h and thermal shock cycling between 1150 ℃ and room temperature for 12 times, the mass gain of the coated sample is 0.085%. Meanwhile, the indentation tests also demonstrate that the as-prepared coating has good bonding ability between the layers. 展开更多
关键词 carbon materials oxidation resistance coating sic MULLITE
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Double SiC coating on carbon/carbon composites against oxidation by a two-step method 被引量:7
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作者 孙粲 李贺军 +2 位作者 付前刚 张佳平 彭晗 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2013年第7期2107-2112,共6页
To improve the oxidation resistance of C/C composites, a double SiC protective coating was prepared by a two-step technique. Firstly, the inner SiC layer was prepared by a pack cementation technique, and then an outer... To improve the oxidation resistance of C/C composites, a double SiC protective coating was prepared by a two-step technique. Firstly, the inner SiC layer was prepared by a pack cementation technique, and then an outer uniform and compact SiC coating was obtained by low pressure chemical vapor deposition. The microstructures and phase compositions of the coatings were characterized by SEM, EDS and XRD analyses. Oxidation behaviour of the SiC coated C/C composites was also investigated. It was found that the double SiC coating could protect C/C composites against oxidation at 1773 K in air for 178 h with a mass loss of 1.25%. The coated samples also underwent thermal shocks between 1773 K and room temperature 16 times. The mass loss of the coated C/C composites was only 2.74%. Double SiC layer structures were uniform and dense, and can suppress the generation of thermal stresses, facilitating an excellent anti-oxidation coating. 展开更多
关键词 carbon/carbon composites sic OXIDATION coating
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C/SiC/MoSi_2-SiC-Si multilayer coating for oxidation protection of carbon/carbon composites 被引量:5
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作者 张雨雷 李贺军 +2 位作者 胡志雄 李克智 张磊磊 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2013年第7期2118-2122,共5页
C/SiC/MoSi2-SiC-Si oxidation protective multilayer coating for carbon/carbon (C/C) composites was prepared by pack cementation and slurry method. The microstructure, element distribution and phase composition of the... C/SiC/MoSi2-SiC-Si oxidation protective multilayer coating for carbon/carbon (C/C) composites was prepared by pack cementation and slurry method. The microstructure, element distribution and phase composition of the as-received coating were analyzed by scanning electron microscopy (SEM), energy dispersive X-ray spectroscopy (EDS) and X-ray diffraction (XRD). The results show that the multilayer coating was composed of MoSi2, SiC and Si. It could effectively protect C/C composites against oxidation for 200 h with the mass loss of 3.25% at 1873 K in static air. The mass loss of the coated C/C composites results from the volatilization of SiO2 and the formation of cracks and bubble holes in the coating. 展开更多
关键词 C/C composites C/sic MOsi2 sic MULTILAYER coating OXIDATION
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TiO_(2)对反应烧结SiC陶瓷性能的影响
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作者 胡苗 鞠茂奇 +3 位作者 陈定 顾华志 黄奥 付绿平 《武汉科技大学学报》 北大核心 2026年第1期31-36,共6页
以SiC粉、炭黑和造孔剂为主要原料,外加不同含量的TiO_(2)粉末,经混料、压制成型、110℃干燥后,通过1740℃真空渗硅烧结1 h制得反应烧结SiC陶瓷,研究了TiO_(2)添加量对反应烧结SiC陶瓷的力学性能和显微结构的影响。结果表明,TiO_(2)的... 以SiC粉、炭黑和造孔剂为主要原料,外加不同含量的TiO_(2)粉末,经混料、压制成型、110℃干燥后,通过1740℃真空渗硅烧结1 h制得反应烧结SiC陶瓷,研究了TiO_(2)添加量对反应烧结SiC陶瓷的力学性能和显微结构的影响。结果表明,TiO_(2)的最佳添加量为9%,此时所制反应烧结SiC陶瓷的抗弯强度和断裂韧性分别达到294 MPa、4.84 MPa·m^(1/2)。这是因为TiO_(2)和游离Si反应生成了力学性能优异的Ti_(3)SiC_(2)增韧相,同时TiO_(2)能有效降低游离Si的含量并细化其尺寸,从而提高了陶瓷材料的力学性能。 展开更多
关键词 反应烧结sic陶瓷 Ti_(3)sic_(2) 游离si 力学性能 显微结构
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Effect of wear conditions on tribological properties of electrolessly-deposited Ni-P-Gr-SiC hybrid composite coating 被引量:2
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作者 何美凤 胡文彬 +3 位作者 钟澄 翁俊飞 沈彬 仵亚婷 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2012年第10期2586-2592,共7页
The friction and wear properties of the electrolessly-deposited Ni-P-Gr-SiC composites were investigated. The effects of graphite content, load and rotation speed on the friction coefficient and wear resistance of the... The friction and wear properties of the electrolessly-deposited Ni-P-Gr-SiC composites were investigated. The effects of graphite content, load and rotation speed on the friction coefficient and wear resistance of the composite coatings were mainly investigated. The worn surface and cross section of the coatings were characterized by scanning electron microscopy and energy-dispersive X-ray analysis. The results show that the composite coatings reveal good antifriction and wear resistance due to the synergic effect of graphite and SiC particles. The formation of graphite-rich mechanically mixed layer (GRMML) on the surface of Ni-P-Gr-SiC coating contributes to the good tribological behavior of the wear counterparts and SiC particles play a load bearing role in protecting GRMML from shearing easily. 展开更多
关键词 electroless composite coating Ni-P coating GRAPHITE sic tribological property SELF-LUBRICATION synergic effect
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Oxidation behavior of C/C composites with SiC/ZrSiO_4-SiO_2 coating 被引量:4
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作者 李杨 肖鹏 +2 位作者 李专 罗威 周伟 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2017年第2期397-405,共9页
A SiC/ZrSiO4?SiO2 (SZS) coating was successfully fabricated on the carbon/carbon (C/C) composites by pack cementation, slurry painting and sintering to improve the anti-oxidation property and thermal shock r... A SiC/ZrSiO4?SiO2 (SZS) coating was successfully fabricated on the carbon/carbon (C/C) composites by pack cementation, slurry painting and sintering to improve the anti-oxidation property and thermal shock resistance. The anti-oxidation properties under different oxygen partial pressures (OPP) and thermal shock resistance of the SZS coating were investigated. The results show that the SZS coated sample under low OPP, corresponding to the ambient air, during isothermal oxidation was 0.54% in mass gain after 111 h oxidation at 1500 ° C and less than 0.03% in mass loss after 50 h oxidation in high OPP, corresponding to the air flow rate of 36 L/h. Additionally, the residual compressive strengths (RCS) of the SZS coated samples after oxidation for 50 h in high OPP and 80 h in low OPP remain about 70% and 72.5% of those of original C/C samples, respectively. Moreover, the mass loss of SZS coated samples subjected to the thermal cycle from 1500 ° C in high OPP to boiling water for 30 times was merely 1.61%. 展开更多
关键词 C/C composite sic/ZrsiO4-siO2 coating oxygen partial pressure ANTI-OXIDATION thermal shock residual compressive strength
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Fabrication of Y_2Si_2O_7 coating and its oxidation protection for C/SiC composites 被引量:4
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作者 马青松 蔡利辉 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2017年第2期390-396,共7页
Yttrium silicate (Y2Si2O7) coating was fabricated on C/SiC composites through dip-coating with silicone resin + Y2O3 powder slurry as raw materials. The synthesis, microstructure and oxidation resistance and the an... Yttrium silicate (Y2Si2O7) coating was fabricated on C/SiC composites through dip-coating with silicone resin + Y2O3 powder slurry as raw materials. The synthesis, microstructure and oxidation resistance and the anti-oxidation mechanism of Y2Si2O7 coating were investigated. Y2Si2O7 can be synthesized by the pyrolysis of Y2O3 powder filled silicone resin at mass ratio of 54.2:45.8 and 800 °C in air and then heat treated at 1400 °C under Ar. The as-fabricated coating shows high density and favorable bonding to C/SiC composites. After oxidation in air at 1400, 1500 and 1600 °C for 30 min, the coating-containing composites possess 130%-140% of original flexural strength. The desirable thermal stability and the further densification of coating during oxidation are responsible for the excellent oxidation resistance. In addition, the formation of eutectic Y-Si-Al-O glassy phase between Y2Si2O7 and Al2O3 sample bracket at 1500 °C is discovered. 展开更多
关键词 C/sic composites yttrium silicate coating oxidation resistance
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一种SiC/Si混合五电平逆变器及其优化调制策略
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作者 莫文逸 张犁 邹宇航 《电源学报》 北大核心 2026年第1期40-50,共11页
提出了1种SiC/Si混合五电平逆变器拓扑及其优化调制策略,所提拓扑由4支SiC MOSFET和4支Si IGBT组成,通过直流侧分裂电容构成五电平结构;所提调制策略中所有高频开关损耗由4支SiC MOSFET承担,4支Si IGBT仅承担通态损耗与部分结电容充放... 提出了1种SiC/Si混合五电平逆变器拓扑及其优化调制策略,所提拓扑由4支SiC MOSFET和4支Si IGBT组成,通过直流侧分裂电容构成五电平结构;所提调制策略中所有高频开关损耗由4支SiC MOSFET承担,4支Si IGBT仅承担通态损耗与部分结电容充放电损耗。损耗建模分析表明,所提SiC/Si混合调制策略能够优化器件损耗分布,充分发挥SiC MOSFET的低开关损耗优势与Si IGBT在大电流条件下的低通态损耗优势。相比于全-Si方案,所提SiC/Si混合方案在大幅提高变换效率的同时仅少量增加硬件成本;相比于全-SiC方案,所提SiC/Si混合方案在实现相近效率性能的同时大幅降低硬件成本,且SiC/Si混合方案在重载工况下的效率优于全-SiC方案。最后,搭建4 kW SiC/Si混合五电平逆变器实验平台,验证所提SiC/Si混合五电平逆变器拓扑及其优化调制策略的可行性与有效性。 展开更多
关键词 五电平逆变器 sic/si混合 脉宽调制 损耗分析 效率
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激光增材/渗硅复合成形C_(sf)/SiC复合材料的界面性能研究
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作者 孙策 陈鹏 +10 位作者 钱锦豪 高夏莉 田海洋 杨辰倩 涂溶 章嵩 杨梅君 韩潇 杨丽霞 史玉升 刘凯 《材料工程》 北大核心 2026年第2期101-112,共12页
激光增材/渗硅成形碳纤维增强碳化硅(C_(sf)/SiC)复合材料内部C_(sf)易被熔融Si侵蚀,限制了纤维对基体的强韧化效果。针对上述问题,提出采用水热碳化、浸涂裂解工艺在C_(sf)表面分别包覆热解碳(PyC)与碳化硅(SiC)涂层,制备了C_(sf)/SiC... 激光增材/渗硅成形碳纤维增强碳化硅(C_(sf)/SiC)复合材料内部C_(sf)易被熔融Si侵蚀,限制了纤维对基体的强韧化效果。针对上述问题,提出采用水热碳化、浸涂裂解工艺在C_(sf)表面分别包覆热解碳(PyC)与碳化硅(SiC)涂层,制备了C_(sf)/SiC复合材料,揭示了纤维表面涂层对C_(sf)/SiC复合材料显微组织及力学性能的影响规律。结果表明:SiC涂层可阻碍C_(sf)与熔融Si的直接接触,避免二者在界面处发生溶解-沉淀反应,从而保护C_(sf)。相较于添加C_(sf)和C_(sf)@PyC的C_(sf)/SiC复合材料,添加C_(sf)@SiC的C_(sf)/SiC复合材料内部纤维仍保留较好的原始结构,而前两者内部C_(sf)均出现反应侵蚀现象。由于SiC涂层保护而保留下来的纤维通过裂纹偏转、涂层脱粘、纤维拔出等机制在一定程度上提升了C_(sf)/SiC复合材料的弯曲强度和断裂韧度,相较于添加C_(sf)、C_(sf)@PyC的C_(sf)/SiC复合材料分别提高了7.1%和8.3%,最大达到246.09 MPa和3.28 MPa·m^(1/2)。通过纤维表面涂层优化实现了C_(sf)/SiC复合材料强度与韧性的协同提升,为LPBF/LSI制备高性能C_(sf)/SiC复合材料提供了一定的理论基础。 展开更多
关键词 3D打印 激光粉末床熔融 液态渗硅 C_(sf)/sic复合材料 涂层
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辅助C源法在单晶Si基体上制备高结合强度C-SiC复合涂层
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作者 侯文康 景玮晨 +1 位作者 熊天英 唐明强 《材料工程》 北大核心 2026年第3期222-228,共7页
石墨为辅助C源,以HMDSO-H_(2)为原料体系,采用化学气相沉积(CVD)法在单晶Si(100)基体表面一体化制备C-SiC复合涂层,使用扫描电子显微镜(SEM)、X射线衍射仪(XRD)、纳米压痕及划痕测试对复合涂层的表面形貌、相组成、力学性能和抗热震性... 石墨为辅助C源,以HMDSO-H_(2)为原料体系,采用化学气相沉积(CVD)法在单晶Si(100)基体表面一体化制备C-SiC复合涂层,使用扫描电子显微镜(SEM)、X射线衍射仪(XRD)、纳米压痕及划痕测试对复合涂层的表面形貌、相组成、力学性能和抗热震性能进行分析。结果表明:借助辅助C源可一体化沉积C缓冲层与SiC涂层,所制备的C-SiC复合涂层厚度为50μm(其中C缓冲层厚度为10μm),涂层致密,且与单晶Si基体结合良好,具有优异的抗热震性能,经过20次20~1200℃的循环热震后,复合涂层表面出现裂纹,但未发生翘曲或剥落现象。此外,纳米压痕显示复合涂层的硬度和弹性模量分别为23.25 GPa和272.3 GPa,划痕法测得该涂层与基体的结合力为29 N。 展开更多
关键词 碳化硅涂层 化学气相沉积 结合力 缓冲层
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n型SiC外延材料少子寿命的关键影响因素与提升方法
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作者 王翼 孔龙 +3 位作者 熊瑞 赵志飞 曹越 李赟 《固体电子学研究与进展》 2026年第1期11-16,共6页
系统研究了外延生长和氢气气氛退火工艺条件对4H-SiC同质外延材料少子寿命的影响,并分析了退火后少子寿命变化与前期外延速率之间的关联性。研究结果表明,SiC外延材料少子寿命与外延层厚度具有明显的正相关性,但随生长速率和进气端C/Si... 系统研究了外延生长和氢气气氛退火工艺条件对4H-SiC同质外延材料少子寿命的影响,并分析了退火后少子寿命变化与前期外延速率之间的关联性。研究结果表明,SiC外延材料少子寿命与外延层厚度具有明显的正相关性,但随生长速率和进气端C/Si比的提高并非单调递增关系。在本文采用的工艺条件中,进气端C/Si为0.84、生长速率为72.1μm/h时外延材料少子寿命最高,达到2280 ns。采用不同温度和乙烯流量的氢气退火工艺均能在不同程度上提高已有SiC外延材料的少子寿命。在1600℃退火后少子寿命提升幅度最大,但继续提升退火温度对少子寿命的提升效果减弱。退火效果和乙烯流量之间存在正相关性,但当乙烯流量达到50 sccm(标准状态下1 sccm=1 mL/min)时,材料表面质量退化,缺陷扩展区域粗糙度高达8.35 nm。前期外延生长速率不同,会导致退火后少子寿命提升幅度存在差异,采用高生长速率生长的外延材料,退火后少子寿命提升效果更加显著。 展开更多
关键词 少子寿命 4H-sic C/si 生长速率 退火
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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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Corrosion Resistance Mechanism of TaC-Coated Graphite in High-Temperature Silicon-Containing Steam Environments
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作者 Kui HAO Caixia HUO +7 位作者 Shuo YU Jianxin TU Le SUN Maolan YU Ruicheng BAI Fangzhou ZHANG Aijun LI Haoran LI 《中国材料进展》 北大核心 2026年第2期155-162,共8页
High-purity graphite is extensively utilized in the semiconductor industry.Enhancing its corrosion resistance is crucial for reducing the manufacturing costs of the third-generation semiconductors.In this study,a cont... High-purity graphite is extensively utilized in the semiconductor industry.Enhancing its corrosion resistance is crucial for reducing the manufacturing costs of the third-generation semiconductors.In this study,a continuous and dense TaC coating was fabricated on the surface of graphite using CVD method.The corrosion resistance and mechanism of the coating were investigated in a high-temperature steam environment.This environment involved temperatures exceeding 2200 K and the erosion of the coating by Si-containing mixed steam flows.The results indicated that the corrosion in the affected areas was primarily due to chemical reactions,characterized by the formation of pores and micro-cracks,whereas failure areas were dominated by mechanical delamination,which led to macroscopic defects.Moreover,the mixed high-temperature steam corrosion of the TaC coating showed preferential selectivity,resulting in a stepped corrosion morphology at the crystalline level.The surface roughness of the samples significantly increased after corrosion,from 0.36 to 5.28μm,although the surface composition remained largely unchanged.The TaC coating provides a certain level of protection to the graphite substrate,enhancing the service life of graphite components and demonstrating promising application potential. 展开更多
关键词 TaC coating CVD sic si-containing vapor CORROsiON
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基于分子动力学纳米压痕模拟航空C_(f)/SiC复合材料亚表面损伤扩展演化规律分析
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作者 李勇 廖达海 +4 位作者 胡洋 吕瑞轩 汪建芳 胡晨 马成文 《陶瓷学报》 北大核心 2026年第1期159-169,共11页
为探究金刚石压头作用下,SiC涂层厚度对航空C_(f)/SiC复合材料纳米压痕行为的影响,本文重点研究了亚表面损伤扩展演化规律。基于分子动力学,构建了金刚石压头作用下的C_(f)/SiC复合材料分子动力学压痕模型。模型融合了Tersoff势、AIREB... 为探究金刚石压头作用下,SiC涂层厚度对航空C_(f)/SiC复合材料纳米压痕行为的影响,本文重点研究了亚表面损伤扩展演化规律。基于分子动力学,构建了金刚石压头作用下的C_(f)/SiC复合材料分子动力学压痕模型。模型融合了Tersoff势、AIREBO势、Morse势与Lennard-Jones(LJ)势四种势函数,从载荷—位移曲线、应力分布、径向分布函数和原子键断裂等多个角度,系统研究了SiC涂层厚度对C_(f)/SiC复合材料力学性能的影响。结果显示,SiC涂层在压痕过程中显著增强了碳纤维基体的刚度与承载能力,最大载荷随厚度增加而增大。然而,较厚的涂层在提升整体力学性能的同时,也可能在局部范围引入损伤敏感性。当涂层厚度为1.0 nm时,径向分布函数的主峰强度为70.9;当涂层厚度为1.5 nm时,主峰强度为65.0;当涂层厚度为2.0 nm时,主峰强度降至58.2。径向分布函数的主峰强度随涂层厚度的增加逐渐减弱,表明该区域内原子键断裂数量增加,产生一定的损伤积聚效应。该研究有助于深入理解涂层增强复合材料的力学响应规律,并为优化复合材料设计以及调控纳米力学性能提供参考。 展开更多
关键词 航空C_(f)/sic复合材料 sic涂层厚度 分子动力学压痕模拟 亚表面损伤
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基于贝叶斯优化神经网络的Cu-SiC镀层镀速预测
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作者 魏波 刘翠芳 吕焦盛 《电镀与精饰》 北大核心 2026年第1期123-130,共8页
Cu-SiC镀层镀速受多种因素影响,包括电流密度、镀液成分、温度、搅拌速度等,这些因素与镀速之间存在着复杂的非线性关系。传统的神经网络模型只能处理线性关系,对于复杂的电镀数据特征之间的非线性关系以及时空特性难以有效捕捉,影响了... Cu-SiC镀层镀速受多种因素影响,包括电流密度、镀液成分、温度、搅拌速度等,这些因素与镀速之间存在着复杂的非线性关系。传统的神经网络模型只能处理线性关系,对于复杂的电镀数据特征之间的非线性关系以及时空特性难以有效捕捉,影响了模型超参数的优化速度及预测精度。为此,提出基于贝叶斯优化神经网络的Cu-SiC镀层镀速预测方法。该方法系统性地采集电镀过程中的电流值、镀液温度、镀液pH值、SiC粒子浓度、镀液搅拌速率数据,并采用Z-score标准化方法对每种电镀数据进行归一化处理,以促进模型在不同特征间的有效比较。设计贝叶斯优化神经网络的BO-CNN-LSTM模型,将各种电镀数据的归一化处理结果作为模型输入,同时捕捉电镀数据的空间特征和时间依赖性,利用贝叶斯算法优化层自动搜索模型最优超参数组合。利用最优超参数组合实施模型训练,最终实现Cu-SiC镀层镀速的高效精准预测。实验结果表明,经过贝叶斯算法优化超参数后,该预测方法的决定系数R2显著提升,更接近1。预测结果与实际镀速之间的偏差较小,曲线走势与实际镀速高度一致。此外,该方法的CPU使用率也相对较低。 展开更多
关键词 电镀数据 Z-score标准化 贝叶斯优化算法 BO-CNN-LSTM模型 Cu-sic镀层 镀速预测
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Effect of SiC whiskers on the oxidation protective properties of SiC coatings for carbon/carbon composites 被引量:32
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作者 SHI Xiaohong LI Hejun FU Qiangang LI Kezhi ZHANG Xiulian 《Rare Metals》 SCIE EI CAS CSCD 2006年第1期58-62,共5页
In order to effectively employ the unique high temperature mechanical properties of carbon/carbon composite substrates, SiC coatings reinforced by SiC whiskers were prepared by pack cementation method. The effect of S... In order to effectively employ the unique high temperature mechanical properties of carbon/carbon composite substrates, SiC coatings reinforced by SiC whiskers were prepared by pack cementation method. The effect of SiC whiskers on the oxidation resistance properties of the single-layer coating and double-layer coating was investigated. SiC whiskers in the single-layer SiC coating have little effect on the anti-oxidation property but obviously improve the thermal shock property. The double-layer coating with inner-layer reinforced coating exhibits more perfect anti-oxidation ability than the double-layer coating with SiC inner-layer coating. 展开更多
关键词 carbon/carbon composites sic coating oxidation protection sic whiskers
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MICROSTRUCTURE OF ELECTRODEPOSITED Ni-W-P-SiC COMPOSITE COATINGS 被引量:11
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作者 Guo, Zhongcheng Yang, Xianwan Liu, Hongkang 《中国有色金属学会会刊:英文版》 EI CSCD 1997年第1期23-27,共5页
MICROSTRUCTUREOFELECTRODEPOSITEDNiWPSiCCOMPOSITECOATINGS①GuoZhongcheng,YangXianwan,LiuHongkangDepartmentofMe... MICROSTRUCTUREOFELECTRODEPOSITEDNiWPSiCCOMPOSITECOATINGS①GuoZhongcheng,YangXianwan,LiuHongkangDepartmentofMetalurgy,Kunmin... 展开更多
关键词 ELECTRODEPOsiTION NI W P sic COMPOsiTE coatingS MICROSTRUCTURE
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Corrosion resistance of electrodeposited RE-Ni-W-P-SiC composite coating 被引量:15
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作者 郭忠诚 朱晓云 杨显万 《中国有色金属学会会刊:英文版》 CSCD 2001年第3期413-416,共4页
Immersion experiment results show that corrosion rate of the as deposited RE Ni W P SiC composite coating in HCl solutions increases with the rise of HCl concentration. On the contrary, the corrosion rate of the compo... Immersion experiment results show that corrosion rate of the as deposited RE Ni W P SiC composite coating in HCl solutions increases with the rise of HCl concentration. On the contrary, the corrosion rate of the composite coating after heat treatment decreases with increasing HCl concentration. The corrosion rates of the composite coatings in as deposited state and after heat treatment in H 2SO 4 and H 3PO 4 solutions respectively decrease with the rise of H 2SO 4 and H 3PO 4 concentrations. The corrosion rate of the composite coating as deposited in FeCl 3 solutions decreases with increasing FeCl 3 concentration, while the rate of the composite coating after heat treatment increases with the rise of FeCl 3 concentration. The corrosion rate of 316L stainless steel in the corrosion media of H 2SO 4, HCl, H 3PO 4 and FeCl 3 solutions at different concentrations increases with rising concentration. In addition, the corrosion rate of 316L stainless steel in the corrosion media of H 2SO 4, HCl, H 3PO 4 and FeCl 3 solutions respectively is much greater than that of the RE Ni W P SiC composite coating as deposited and after heat treatment in the same corrosion media. [ 展开更多
关键词 corrosion resistance RE Ni W P sic composite coating ELECTRODEPOsiTION
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