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Solution-processed CuOx as an efficient hole-extraction layer for inverted planar heterojunction perovskite solar cells 被引量:5
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作者 Zhi-Kai Yu Wei-Fei Fu +7 位作者 Wen-Qing Liu Zhong-Qiang Zhang Yu-Jing Liu Jie-Lin Yan Tao Ye Wei-Tao Yang Han-Ying Li Hong-Zheng Chen 《Chinese Chemical Letters》 SCIE CAS CSCD 2017年第1期13-18,共6页
A solution-processed CuOx film has been successfully integrated as the hole-transporting layer(HTL) for inverted planar heterojunction perovskite solar cells(PVSCs). The CuOx layer is fabricated by simply spin-coa... A solution-processed CuOx film has been successfully integrated as the hole-transporting layer(HTL) for inverted planar heterojunction perovskite solar cells(PVSCs). The CuOx layer is fabricated by simply spin-coating a copper acetylacetonate(Cu(acac)2) chloroform solution onto ITO glass with high transparency in the visible range. The compact and pinhole-free perovskite film with large grain domains is grown on the CuOx film. The inverted PVSCs with the structure of ITO/CuOx/MAPbI3/PC(61)BM/ZnO/Al are fabricated and show a best PCE of 17.43% under standard AM 1.5G simulated solar irradiation with a VOCof 1.03 V, aJ(SC) of 22.42 mA cm^(-2), and a fill factor of 0.76, which is significantly higher and more stable than that fabricated from the often used hole-transporting material PEDOT:PSS(11.98%) under the same experimental conditions. The enhanced performance is attributed to the efficient hole extraction through the CuOx layer as well as the high-quality CH3NH3PbI3 films grown on the CuOx. Our results indicate that low-cost and solution-processed CuOx film is a promising HTL for high performance PVSCs with better stability. 展开更多
关键词 CuOx Solution-processing Hole-transporting layer Perovskite solar cells Stable
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A New Self-assembly Metal CMG Discriminator by Multi-exposure LiGA Like Process and Sacrificial Layer Process 被引量:1
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作者 张卫平 陈文元 +2 位作者 赵小林 丁桂甫 李胜勇 《Journal of Donghua University(English Edition)》 EI CAS 2005年第4期91-93,共3页
The counter-meshing gears (CMG) discriminator is a mechanically coded lock, which is used to prevent the occurrence of High Consequence Events. This paper advanced a new kind of self-assembly metal CMG discriminator... The counter-meshing gears (CMG) discriminator is a mechanically coded lock, which is used to prevent the occurrence of High Consequence Events. This paper advanced a new kind of self-assembly metal CMG discriminator based on multi-exposure LiGA like process and sacrificial layer process. The new CMG discriminator has the following characters except low cost: 1) it has only discrimination teeth sections; 2) the thickness of each gear layer exceeds one hundred micrometers; 3) it is axially driven by a separate dectronic magnetic micromotor directly; 4) its CMG is made of metal and is batch fabricated in the assembled state; 5) it is prevented from rotating in the opposite direction by pawl/ratchet wheel mechanism; 6) it has simpler structure. This device has better strength and reliability in abnormal environment compared to the existing surface micro machining (SMM) discriminator. 展开更多
关键词 Counter-meshing gears (CMG) discriminator multi-exposure LiGA like process sacrificial layer process.
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FE simulation and process analysis on forming of aluminum alloy multi-layer cylinder parts with flow control forming 被引量:5
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作者 王新云 吴有生 +1 位作者 夏巨谌 胡国安 《中国有色金属学会会刊:英文版》 CSCD 2005年第2期452-456,共5页
The aluminum alloy parts used in airbag of car were studied with flow control forming(FCF) method, which was a good way to low forming force and better mechanical properties. The key technology of FCF was the design o... The aluminum alloy parts used in airbag of car were studied with flow control forming(FCF) method, which was a good way to low forming force and better mechanical properties. The key technology of FCF was the design of control chamber to divide metal flow. So, the design method of FCF was analyzed and two type of control chamber were put forward. According to divisional principle, calculation model of forming force and approximate formula were given. Then forming process of aluminum alloy multi-layer cylinder parts was simulated. The effect of friction factor, die radius and punch velocity on metal flow and forming force was obtained. Finally, the experiment was preformed under the direction of theory and finite element(FE) simulation results. And the qualified parts were manufactured. The simulation data and experimental results show that the forming sequence of inner wall and outer wall, and then the force step, can be controlled by adjusting the process parameters. And the FCF technology proposed has very important application value in precision forging. 展开更多
关键词 流动控制成型 多层圆筒 力学计算 铝合金 有限元
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Using a Modified Soil-Plant-Atmosphere Scheme(MSPAS)to Simulate the Interaction between Land Surface Processes and Atmospheric Boundary Layer in Semi-Arid Regions 被引量:20
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作者 树华 乐旭 +1 位作者 胡非 刘辉志 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2004年第2期245-259,共15页
This paper uses a Modified Soil-Plant-Atmosphere Scheme (MSPAS) to study the interaction between land surface and atmospheric boundary layer processes. The scheme is composed of two main parts: atmospheric boundary la... This paper uses a Modified Soil-Plant-Atmosphere Scheme (MSPAS) to study the interaction between land surface and atmospheric boundary layer processes. The scheme is composed of two main parts: atmospheric boundary layer processes and land surface processes. Compared with SiB and BATS, which are famous for their detailed parameterizations of physical variables, this simplified model is more convenient and saves much more computation time. Though simple, the feasibility of the model is well proved in this paper. The numerical simulation results from MSPAS show good agreement with reality. The scheme is used to obtain reasonable simulations for diurnal variations of heat balance, potential temperature of boundary layer, and wind field, and spatial distributions of temperature, specific humidity, vertical velocity, turbulence kinetic energy, and turbulence exchange coefficient over desert and oasis. In addition, MSPAS is used to simulate the interaction between desert and oasis at night, and again it obtains reasonable results. This indicates that MSPAS can be used to study the interaction between land surface processes and the atmospheric boundary layer over various underlying surfaces and can be extended for regional climate and numerical weather prediction study. 展开更多
关键词 modified soil-plant-atmosphere scheme (MSPAS) land surface processes (LSP) atmospheric boundary layer
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Fabrication of ceramic layer on an Al-Si alloy by MAO process 被引量:2
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作者 SONG Xigui, BIAN Xiufang, QI Xiaogang, and ZHANG JunyanKey Laboratory of Liquid Structure and Heredity of Materials, Ministry of Education, Shandong University (Southern Campus), Jinan 250061, China (Received 2002-04-11) 《Rare Metals》 SCIE EI CAS CSCD 2003年第2期103-106,共4页
The MAO (Micro-Arc Oxidation) process is applied to a eutectic Al-Si alloy(Al-12.0 percent Si-l.0 percent Cu-0.9 percent Mg (mass fraction)). The oxide ceramic layer wasfabricated with about 220 mum thickness and 3000... The MAO (Micro-Arc Oxidation) process is applied to a eutectic Al-Si alloy(Al-12.0 percent Si-l.0 percent Cu-0.9 percent Mg (mass fraction)). The oxide ceramic layer wasfabricated with about 220 mum thickness and 3000 Hv micro-hardness. By XRD (X-ray diffractometry)and DSC (differential scanning calorimetry) analyses, the oxide layer consists of amorphous Al_2O_3,which is distinct from the results reported by the other researchers. The SEM photographs of suchlayer show that the layer is fixed tightly on the substrate alloy. So this alloy can he used in thehigh temperature and friction environment alter it is treated with such process. 展开更多
关键词 metal material ceramic layer MAO process Al-Si alloy
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Process analysis of direct laser melting to fabricate layered hybrid beads
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作者 Jeong-hwan JANG Sung-min MUN +1 位作者 Tae-hyun KIM Young-hoon MOON 《中国有色金属学会会刊:英文版》 CSCD 2012年第S3期813-819,共7页
The successful fabrication of layered hybrid beads by DLM process is limited by dissimilar melting ranges of different powders.For the application of DLM process into manufacturing industries,target mechanical propert... The successful fabrication of layered hybrid beads by DLM process is limited by dissimilar melting ranges of different powders.For the application of DLM process into manufacturing industries,target mechanical properties of final product must be achieved.Process analysis was performed for the DLM fabrication of layered hybrid beads by using stainless steel (SS 316L) and titanium powders.For the analysis of fabrication characteristics,single hybrid bead was formed using SS316L powder onto the base plate and then Ti powder was melted onto the previous melted layer.In addition,multi-layer hybrid beads were fabricated for the analysis of the layering effects between them.From these studies,the effects of the processing parameters,such as laser power,scan rate and scan line spacing on surface morphology were characterized and optimum processing conditions for the DLM fabrication of layered hybrid beads were developed. 展开更多
关键词 STAINLESS steel 316L Ti powder energy density surface roughness DIRECT laser melting process layerED HYBRID BEADS
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Numerical Study on Dry Deposition Processes in Canopy Layer
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作者 雷孝恩 Julius S.Chang 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 1992年第4期491-500,共10页
A coupling model between the canopy layer(CL) and atmospheric boundary layer (ABL) for the study of dry deposition velocity is developed. The model consists of six parts: chemical species conservation equation includi... A coupling model between the canopy layer(CL) and atmospheric boundary layer (ABL) for the study of dry deposition velocity is developed. The model consists of six parts: chemical species conservation equation including absorptive factor; the species uptake action including detailed vertical variation of absorptive element in CL; momentum exchange in CL which is represented by a first-order closure momentum equation with an additional larger-scale diffusive term; momentum exchange in ABL which is described by a complete set of the ABL turbulent statistic parameters; absorptivity (or solubility or reflection) at the surface including effects of the physical and chemical characters of the species, land type, seasonal and diurnal variations of the meteorological variables; and deposition velocity derived by distributions of the species with height in CL. Variational rules of the concentration and deposition velocity with both height and time are simulated with the model for both corn and forest canopies. Results predicted with the bulk deposition velocity derived in the paper consist well with experimental data. 展开更多
关键词 Numerical Study on Dry Deposition processes in Canopy layer
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Freeze-thaw processes of active-layer soils in the Nanweng'he River National Natural Reserve in the Da Xing'anling Mountains,northern Northeast China 被引量:2
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作者 RuiXia He HuiJun Jin +2 位作者 XiaoLi Chang YongPing Wang LiZhong Wang 《Research in Cold and Arid Regions》 CSCD 2018年第2期104-113,共10页
The active-layer soils overlying the permafrost are the most thermodynamically active zone of rock or soil and play important roles in the earth-atmosphere energy system. The processes of thawing and freezing and thei... The active-layer soils overlying the permafrost are the most thermodynamically active zone of rock or soil and play important roles in the earth-atmosphere energy system. The processes of thawing and freezing and their associated complex hydrothermal coupling can significantly affect variation in mean annual temperatures and the formation of ground ice in permafrost regions. Using soil-temperature and-moisture data obtained from the active layer between September 2011 and October 2014 in the permafrost region of the Nanweng'he River in the Da Xing'anling Mountains, the freeze-thaw characteristics of the permafrost were studied. Based on analysis of ground-temperature variation and hydrothermal transport characteristics, the thawing and freezing processes of the active layer were divided into three stages:(1) autumn-winter freezing,(2) winter freeze-up, and(3) spring-summer thawing. Variations in the soil temperature and moisture were analyzed during each stage of the freeze-thaw process, and the effects of the soil moisture and ground vegetation on the freeze-thaw are discussed in this paper. The study's results show that thawing in the active layer was unidirectional, while the ground freezing was bidirectional(upward from the bottom of the active layer and downward from the ground surface).During the annual freeze-thaw cycle, the migration of soil moisture had different characteristics at different stages. In general, during a freezing-thawing cycle, the soil-water molecules migrate downward, i.e., soil moisture transports from the entire active layer to the upper limit of the permafrost. In the meantime, freeze-thaw in the active layer can be significantly affected by the soil-moisture content and vegetation. 展开更多
关键词 Nanweng'he RIVER NATIONAL NATURAL RESERVE ACTIVE layer freeze-thawing processes moisture content vegetation effect
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Preparation of layered oxide Li(Co_(1/3)Ni_(1/3)Mn_(1/3))O_2 via the sol-gel process 被引量:4
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作者 ZHANG Wen LIU Hanxing HU Chen ZHU Xianjun LI Yanxi 《Rare Metals》 SCIE EI CAS CSCD 2008年第2期158-164,共7页
To obtain homogenous layered oxide Li(Co1/3Ni1/3Mn1/3)O2 as a lithium insertion positive electrode material, the sol-gel process using citric acid as a chelating agent was applied. The material Li(Co1/3Ni1/3Mn1/3)... To obtain homogenous layered oxide Li(Co1/3Ni1/3Mn1/3)O2 as a lithium insertion positive electrode material, the sol-gel process using citric acid as a chelating agent was applied. The material Li(Co1/3Ni1/3Mn1/3)O2 was synthesized at different calcination temperatures. XRD experiment indicated that the layered Li(Co1/3Ni1/3Mn1/3)O2 material could be synthesized at a lower temperature of 800℃, and the oxidation state of Co, Ni, and Mn in the cathode confirmed by XPS were +3, +2, and +4, respectively. SEM observations showed that the synthesized material could form homogenous particle morphology with the particle size of about 200 nm. In spite of different calcination temperatures, the charge-discharge curves of all the samples for the initial cycle were similar, and the cathode synthesized at 900℃ showed a small irreversible capacity loss of 11.24% and a high discharge capacity of 212.2 mAh·g^-1 in the voltage range of 2.9-4.6 V. 展开更多
关键词 lithium-ion battery layered transition metal oxide sol-gel process high capacity
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万里茶道视角下樊城历史景观层积解译与保护研究
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作者 陈铭 雷仕玥 《华中建筑》 2026年第1期163-167,共5页
万里茶道起源于17世纪,作为一条连接中国、蒙古和俄罗斯的国际贸易线路,其沿线历史城区形态演化及其保护成为当前研究热点。襄阳市樊城旧城位于茶路水路转运的重要交通枢纽,在明清时期的茶叶贸易中发挥了重要作用,因此拥有大量商贸、交... 万里茶道起源于17世纪,作为一条连接中国、蒙古和俄罗斯的国际贸易线路,其沿线历史城区形态演化及其保护成为当前研究热点。襄阳市樊城旧城位于茶路水路转运的重要交通枢纽,在明清时期的茶叶贸易中发挥了重要作用,因此拥有大量商贸、交通类遗存。从空间维度对樊城旧城商贸性历史景观要素进行提取,分为人工景观和自然景观;依据城市历史景观的“层积性”概念将樊城旧城演变历程划分为4个阶段,从时间维度探讨城市各阶段建设特征,挖掘特征形成的内在动力;基于层积梳理,从景观格局与景观要素两个层次提出保护方法,为樊城旧城历史景观的保护与利用工作提供借鉴。 展开更多
关键词 万里茶道 城市历史景观 演进层积 保护方法
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结合STPA和Bow-tie-LOPA的站场安全仪表系统完整性评估研究
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作者 王金江 叶文聪 +1 位作者 魏振强 张来斌 《安全与环境学报》 北大核心 2026年第2期506-516,共11页
为评估复杂场景下原油集输站场安全仪表系统(Safety Instrumented System,SIS)的安全完整性等级(Safety Integrity Level,SIL),提出基于系统理论过程分析(System Theoretic Process Analysis,STPA)和蝴蝶结(Bow-tie)模型-保护层分析(Lay... 为评估复杂场景下原油集输站场安全仪表系统(Safety Instrumented System,SIS)的安全完整性等级(Safety Integrity Level,SIL),提出基于系统理论过程分析(System Theoretic Process Analysis,STPA)和蝴蝶结(Bow-tie)模型-保护层分析(Layer of Protection Analysis,LOPA)的SIL评估方法。首先应用STPA对站场进行系统化危害辨识,其次根据STPA元素与Bow-tie模型的映射关系,构建Bow-tie-LOPA保护层评估模型,量化风险降低因子(Risk Reduction Factor,RRF)并确定目标SIL等级,最后采用马尔可夫模型验证联锁回路的完整性。以某站场储罐液位连锁系统为例进行案例分析,得出在储罐溢流场景下,财产损失和环境破坏后果RRF最大(28),液位高高联锁为SIL1,回路整体失效概率为4.95×10^(-3),满足完整性等级要求;浮盘落底场景RRF为4.4,液位低低联锁无完整性等级要求。将所提方法与传统方法比较,评估结果等级一致,但分析过程更加全面、可视化程度更高,分析结果减少了8.89%的误差。 展开更多
关键词 安全工程 原油集输站场 安全完整性等级评估 系统理论过程分析 蝴蝶结模型 保护层分析
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基于超声滚压技术的模具表面修复可行性研究
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作者 杨程 郭鑫 +2 位作者 荣光焘 王思迪 谢晓东 《锻压技术》 北大核心 2026年第1期250-257,共8页
为探究表面超声滚压技术应用于模具表面修复的可行性,采用对比试验法研究表面超声滚压处理与传统表面修复工艺对DC53钢的表面粗糙度、显微硬度、摩擦因数和显微组织的影响。结果表明:超声滚压处理后表面粗糙度为Ra0.414μm,可达到与传... 为探究表面超声滚压技术应用于模具表面修复的可行性,采用对比试验法研究表面超声滚压处理与传统表面修复工艺对DC53钢的表面粗糙度、显微硬度、摩擦因数和显微组织的影响。结果表明:超声滚压处理后表面粗糙度为Ra0.414μm,可达到与传统表面修复相近的表面粗糙度;经过超声滚压处理的试样发生明显的晶粒细化现象,并引入了梯度硬化层,其最大显微硬度为813.5 HV,与传统表面修复相比提升了13.0%,硬化层深度约为225μm;且超声滚压处理后的摩擦因数为0.0696,与传统表面修复工艺相比降低了28.8%。因此,超声滚压加工不仅可以替代传统模具表面修复工艺,获得较好的表面性能,而且引入了梯度硬化层,拥有更优异的表面性能。 展开更多
关键词 冷作模具钢 表面超声滚压技术 模具表面修复 梯度硬化层 晶粒细化
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基于区域生长分割融合深度学习的多层多道焊缝特征提取与分析
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作者 张刚 杜志敏 +4 位作者 焦萌雨 康治 石玗 樊丁 王都丽 《焊接学报》 北大核心 2026年第2期71-79,共9页
针对基于结构光视觉传感的焊缝特征提取,以解决中厚板多层多道自动化焊接中存在的激光条纹亮度不均匀、局部高反光、噪声严重、焊缝轮廓特征复杂多变等突出难题,提出一种分块区域生长图像分割融合YOLOv8深度学习算法的焊缝特征提取策略... 针对基于结构光视觉传感的焊缝特征提取,以解决中厚板多层多道自动化焊接中存在的激光条纹亮度不均匀、局部高反光、噪声严重、焊缝轮廓特征复杂多变等突出难题,提出一种分块区域生长图像分割融合YOLOv8深度学习算法的焊缝特征提取策略.组建了单条纹激光+高分辨摄像机的视觉传感系统,采集细丝埋弧多层多道焊缝图像,并对每层焊缝图像进行自适应阈值分块区域生长分割、卷积滤波和分段拟合处理,提取每层焊缝特征点.利用YOLOv8算法提取焊缝图像目标区域特征点像素坐标,构建规划机器人焊接路径.结果表明,自适应阈值分块区域生长分割算法能够完整提取出激光条纹图像和多层焊道特征点.深度学习模型总体均方根误差(RMSE)为0.0551 mm,特征点识别准确率为98.41%,算法精度和鲁棒性较高,能够满足焊缝检测要求,通过焊接试验证实,采用该算法能够获得成形良好的多层多道焊缝形貌,为中厚板多层多道焊接的焊缝检测提供了一种创新的解决方法. 展开更多
关键词 中厚板 多层多道焊 图像处理 深度学习 焊缝检测
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表面超声滚压对电子束选区熔化TC4合金微观组织及腐蚀行为的影响
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作者 黄浪 张建涛 +1 位作者 李星毅 肖志瑜 《粉末冶金技术》 北大核心 2026年第1期32-41,共10页
通过电子束选区熔化制备了TC4合金,并进行了表面超声滚压处理。利用光学显微镜、X射线衍射、电子背散射衍射等研究了表面超声滚压对合金表面和微观结构的影响,并通过电化学测试分析了其腐蚀行为。结果表明,表面超声滚压在电子束选区熔化... 通过电子束选区熔化制备了TC4合金,并进行了表面超声滚压处理。利用光学显微镜、X射线衍射、电子背散射衍射等研究了表面超声滚压对合金表面和微观结构的影响,并通过电化学测试分析了其腐蚀行为。结果表明,表面超声滚压在电子束选区熔化TC4合金的表面引发了剧烈塑性变形,促使晶粒细化,形成梯度变形层(约30μm厚),显著提高了表面光洁度和相对密度。在质量分数3.5%的NaCl溶液中,表面超声滚压处理样品的腐蚀电位(−0.092 V_(SCE))显著高于砂纸研磨样品(−0.216 V_(SCE)),且其腐蚀电流密度降低约43.5%。此外,表面超声滚压处理后的电子束选区熔化TC4合金表面钝化膜呈现双层结构,外层为TiO_(2),内层为TiO_(2)和Ti_(2)O_(3)。表面超声滚压改善了金属的表面光洁度和致密化程度,在变形层中引入高密度位错,实现晶粒细化,并促进了致密钝化膜的形成,从而显著提高了电子束选区熔化TC4合金的耐腐蚀性能。 展开更多
关键词 钛合金 超声滚压 晶粒细化 变形层 电化学腐蚀
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加味温胆片质量标志物研究及工艺稳定性评价
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作者 黄月纯 梁芷韵 +4 位作者 李冠鑫 陈忠平 陈慕媛 陈洁 丘振文 《广州中医药大学学报》 2026年第1期214-220,共7页
【目的】明确加味温胆片的质量标志物,并探讨该制剂工艺步骤中主要质量标志物的稳定性。【方法】采用薄层色谱(TLC)方法鉴别加味温胆片制剂中的枳实、化橘红、五指毛桃、毛冬青,采用高效液相色谱(HPLC)法测定制剂及各工艺步骤样品中柚... 【目的】明确加味温胆片的质量标志物,并探讨该制剂工艺步骤中主要质量标志物的稳定性。【方法】采用薄层色谱(TLC)方法鉴别加味温胆片制剂中的枳实、化橘红、五指毛桃、毛冬青,采用高效液相色谱(HPLC)法测定制剂及各工艺步骤样品中柚皮苷与新橙皮苷的含量,并以这2种成分的保留率为指标,评价工艺稳定性。【结果】制剂中枳实与化橘红的黄酮类、枳实的生物碱类、五指毛桃的香豆素类、毛冬青皂苷类等成分的TLC鉴别方法可行、耐用性良好;柚皮苷与新橙皮苷含量测定方法学符合要求;饮片→清膏→醇沉液→稠膏→干浸膏→素片→薄膜衣片等制剂工艺步骤相邻两环节的柚皮苷与新橙皮苷保留率在79%以上,说明该质量标志物能相对稳定在一定范围内。【结论】该制剂工艺及评价方法准确、可靠、重复性好,为加味温胆片的工艺及质量评价提供了实验依据。 展开更多
关键词 加味温胆片 质量标志物 制剂工艺 含量测定 柚皮苷 新橙皮苷 高效液相色谱法 薄层色谱鉴别法
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钛材表面激光熔覆层制备工艺研究
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作者 王毅 赵惠 《金属加工(热加工)》 2026年第1期46-50,共5页
为提高纯钛材表面硬度,试验采用激光熔覆技术在其表面制备了Ti+B_(4)C熔覆层。通过对比12种不同工艺参数下试样熔覆层的外观,选择了可获得良好表面质量熔覆层的4种工艺进行进一步对比分析,当激光功率≥1050W、B_(4)C粉末含量≥15%时,熔... 为提高纯钛材表面硬度,试验采用激光熔覆技术在其表面制备了Ti+B_(4)C熔覆层。通过对比12种不同工艺参数下试样熔覆层的外观,选择了可获得良好表面质量熔覆层的4种工艺进行进一步对比分析,当激光功率≥1050W、B_(4)C粉末含量≥15%时,熔覆层外观表面光滑、均匀。分别对4种工艺处理的试件进行微观组织分析和硬度检测,结果表明:当B_(4)C粉末含量为15%时,试件熔覆层与基体结合良好,熔覆层侧硬度随着与界面距离增加而升高,当功率为1200W时,硬度最高达到1240HV;当B_(4)C含量为20%时,熔覆层与基体之间出现连续的过渡层,且过渡层硬度较低,将影响熔覆层与基体的结合质量。因此采用激光熔覆技术在TA2表面制备高硬度熔覆层的最佳工艺为:激光功率为1200W、B_(4)C含量为15%。 展开更多
关键词 激光熔覆 熔覆层 纯钛 制备工艺 显微硬度
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自然语言处理下并行化命名实体识别
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作者 朱宸宇 朱心砚 陈勇 《现代电子技术》 北大核心 2026年第5期142-146,共5页
在自然语言处理下的命名实体识别任务中,文本序列长度差异较大,逐词处理会导致计算时间长、效率低下。因此,提出自然语言处理下并行化命名实体识别方法。利用自然语言处理领域中的QRNN(准循环神经网络)和CRF(条件随机场)技术构建并行化... 在自然语言处理下的命名实体识别任务中,文本序列长度差异较大,逐词处理会导致计算时间长、效率低下。因此,提出自然语言处理下并行化命名实体识别方法。利用自然语言处理领域中的QRNN(准循环神经网络)和CRF(条件随机场)技术构建并行化命名实体识别模型,通过预处理层对输入文本进行去噪、文本编码等预处理操作,并将预处理后的文本序列输入至QRNN层。QRNN层通过交替使用卷积模块构建网络结构,能够同时处理文本序列中的多个位置,解决逐词处理导致的效率低下问题,从而并行化提取文本深层次的命名实体上下文特征。CRF层通过综合考虑标签序列的全局信息,对QRNN层输出的命名实体上下文特征向量进行解码,采用维特比算法输出最大分数的命名实体标签,从而实现自然语言处理下并行化命名实体识别。实验结果显示,该方法提取的命名实体上下文特征的重要性得分在90分以上,能够为命名实体识别提供关键的信息支持,并且能够精准无误地识别文本中的所有命名实体,无任何遗漏。 展开更多
关键词 自然语言处理 并行化 命名实体 QRNN层 CRF层 上下文特征 命名实体标签 维特比算法
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大尺寸微波等离子体增强原子层沉积设备研制与工艺验证
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作者 朱玉泉 张志轩 +3 位作者 张婧 吴金龙 王伟昌 连水养 《真空》 2026年第1期1-8,共8页
随着半导体工艺不断向更小尺寸与更高精度方向发展,原子层沉积设备的研发日益受到广泛关注。本研究将微波等离子体源与原子层沉积技术相结合,通过系统性设计思路,集成真空系统、微波传导系统、气源输入系统与控制系统,成功研制出一套大... 随着半导体工艺不断向更小尺寸与更高精度方向发展,原子层沉积设备的研发日益受到广泛关注。本研究将微波等离子体源与原子层沉积技术相结合,通过系统性设计思路,集成真空系统、微波传导系统、气源输入系统与控制系统,成功研制出一套大尺寸微波等离子体增强原子层沉积设备。微波传输仿真与光学发射谱检测结果表明,该设备成功实现了高密度等离子体的稳定激发与高活性自由基的产生。通过不同微波功率(400~1000 W)与不同氧气流量(10~1000 sccm)的参数调控,设备实现了较短的单次沉积循环时间14 s,较高的氧自由基强度值15769,所沉积的8英寸氧化铝薄膜的非均匀性为0.88%、632.8 nm处的折射率为1.65(消光系数接近于0)、介电常数与击穿场强分别高达9.3与23.6 MV/cm。本研究开发的微波等离子体增强原子层沉积设备,展现出良好的大尺寸晶圆适配与高质量薄膜沉积能力,为先进半导体工艺与集成电路制造中的高性能介电层、阻挡层及封装界面层等应用提供了有力的设备支撑。 展开更多
关键词 微波等离子体 原子层沉积设备 晶圆级工艺 氧化铝薄膜
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基于多尺度特征增强和时序Transformer的SiC外延生长浓度预测模型
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作者 张忠义 王朗 +6 位作者 芦伟立 李帅 杨建业 高楠 王波 潘国平 房玉龙 《硅酸盐学报》 北大核心 2026年第1期35-48,共14页
碳化硅(SiC)外延层掺杂浓度直接决定功率器件性能,现有调控依赖人工经验与离线测试,存在成本高、滞后性强的问题。为此,提出一种多尺度特征增强时序Transformer(Multi-scale Feature-enhanced Temporal Transformer Network,MFT-Net)模... 碳化硅(SiC)外延层掺杂浓度直接决定功率器件性能,现有调控依赖人工经验与离线测试,存在成本高、滞后性强的问题。为此,提出一种多尺度特征增强时序Transformer(Multi-scale Feature-enhanced Temporal Transformer Network,MFT-Net)模型,整合多尺度卷积、压缩和激励(SE)模块、Transformer及门控循环单元(GRU)模块,构建“当炉-下炉”双场景浓度预测体系。多尺度卷积捕捉毫秒至小时级参数动态,SE强化核心特征,Transformer建模全参数耦合,GRU传递跨炉状态。基于1200炉数据实验表明,模型当炉预测相对误差低至1.35%、决定系数R_(2)达0.89,下炉预测相对误差为1.66%,R_(2)达到0.87,显著优于传统模型。经统计,该模型预计可降低离线测试成本约30%、提升工艺稳定性约15%,为SiC外延智能化提供支撑。 展开更多
关键词 碳化硅外延生长 核心层掺杂浓度 多尺度卷积 TRANSFORMER 工艺参数预测 深度学习
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多层铝基板的制作难点分析及对策
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作者 吴祖荣 唐缨 陈绪东 《印制电路资讯》 2026年第1期70-74,共5页
多层铝基板是一种将铝金属基板与绝缘层、导电线路层等复合而成的多层电路板,兼具高导热性、电气绝缘性和机械强度,在需要散热和结构支撑的电子设备中应用广泛。本文主要通过实际案例分析,总结出该类型线路板产品的加工疑难点及参考应... 多层铝基板是一种将铝金属基板与绝缘层、导电线路层等复合而成的多层电路板,兼具高导热性、电气绝缘性和机械强度,在需要散热和结构支撑的电子设备中应用广泛。本文主要通过实际案例分析,总结出该类型线路板产品的加工疑难点及参考应对方案。 展开更多
关键词 多层铝基板 制造工艺 散热性能 绝缘层 层压应力
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