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Determination of Latent Heats of Vaporization and Fusion
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作者 Lahbib Abbas Lahcen Bih +3 位作者 Khalid Yamni Abderrahim Elyahyaouy Abdelmalik El Attaoui Zahra Ramzi 《Advances in Chemical Engineering and Science》 CAS 2024年第3期113-124,共12页
Water is the most abundant liquid on the surface of the earth. It is a liquid whose properties are quite surprising, both as a pure liquid and as a solvent. Water is a very cohesive liquid: its melting and vaporizatio... Water is the most abundant liquid on the surface of the earth. It is a liquid whose properties are quite surprising, both as a pure liquid and as a solvent. Water is a very cohesive liquid: its melting and vaporization temperatures are very high for a liquid that is neither ionic nor metallic, and whose molar mass is low. Thus, water remains liquid at atmospheric pressure up to 100C while similar molecules such as H2S, H2Se, H2Te for example would give a vaporization temperature close to 80C. This cohesion is in fact ensured by hydrogen bonds between water molecules. This type of bonds between neighboring molecules, hydrogen bonds, is quite often found in chemistry [1] [2]. Any change in the state of aggregation of a substance occurs with the absorption or release of a certain amount of latent heat of transformation. Latent heat of fusion, vaporization or sublimation is the ratio of the energy supplied as heat to the mass of the substance that is melted, vaporized or sublimated. As a result of the reversibility of the processes, the fusion heat is equal to the heat released in the reverse process: crystallization and solidification heat. And likewise the heat of vaporization is equal to the heat of condensation. This equality of heat is often used to determine experimentally either of these quantities. There are two main measurement methods: 1) Direct measurement using the calorimeter, 2) Indirect measure based on the use of the VantHoff relationship. The objective of this work is to measure the latent heat of water vaporization and verify the compatibility of the experimental values with the values given by the tables using the indirect method. 展开更多
关键词 Latent heat of Vaporization Latent heat of fusion CALORIMETRY Relationship of Vant’Hoff
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Friction Sensitivity of Nitramines. Part Ⅰ:Comparison with Impact Sensitivity and Heat of Fusion 被引量:12
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作者 Marcela Jungová Svatopluk Zeman Adéla Husarová 《含能材料》 EI CAS CSCD 北大核心 2011年第6期603-606,589,共4页
Fractions of β-HMX(β-1,3,5,7-tetranitro-1,3,5,7-tetrazocane) have been used to demonstrate the mutual relationship between friction and impact sensitivities.Inclusion of an additional twelve nitramines into this sce... Fractions of β-HMX(β-1,3,5,7-tetranitro-1,3,5,7-tetrazocane) have been used to demonstrate the mutual relationship between friction and impact sensitivities.Inclusion of an additional twelve nitramines into this scenario resulted in a series of partial relationships,which were determined from the molecular structure of these substances.It was also found that there is a relation between increasing heats of fusion of the nitramines studied and their decreasing friction sensitivities.Comparison of friction sensitivity with heats of fusion,ΔHm,tr of the studied nitramines shows that the increase in ΔHm,tr values is more or less connected with a decrease in friction sensitivity. 展开更多
关键词 explosives FRICTION heat of fusion IMPACT NITRAMINES
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Calculated Lattice Energies of Energetic Materials in a Prediction of their Heats of Fusion and Sublimation 被引量:1
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作者 Svatopluk Zeman, Miloslav Krupka (Department of Theory and Technology of Explosives,University of Pardubice CZ 532 10 Pardubice, Czech Republic) 《含能材料》 EI CAS CSCD 2002年第1期27-33,共7页
The paper specifies an unambiguous basic relationship between the published results of ab initio calculations of lattice energies, E L,and heats of sublimation, ΔH s,of individual energetic materials. In this relatio... The paper specifies an unambiguous basic relationship between the published results of ab initio calculations of lattice energies, E L,and heats of sublimation, ΔH s,of individual energetic materials. In this relationship,the ΔH s value has been replaced by heats of fusion, ΔH m,tr . Thereby its unambiguity has been lost,and the similarity of details of molecular structure begins to be of decisive importance. The resulting partial relationships,together with the basic relationship,have been used for prediction of ΔH s,and ΔH m,tr values of technically attractive polynitro compounds. 展开更多
关键词 计算晶格能量 预测 熔解热 升华热 DSC 硝基混合物 分子结构
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DENSITY, EQUILIBRIUM HEAT OF FUSION AND EQUILIBRIUM MELTING TEMPERATURE OF NYLON 1010
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作者 冯金华 莫志深 陈东霖 《Chinese Journal of Polymer Science》 SCIE CAS CSCD 1990年第1期61-68,共8页
The density, equilibrium heat of fusion and equilibrium melting temperature of Nylon 1010 were determined by means of infrared spectrum, differential scanning calorimetry, wide angle X-ray diffraction and density meas... The density, equilibrium heat of fusion and equilibrium melting temperature of Nylon 1010 were determined by means of infrared spectrum, differential scanning calorimetry, wide angle X-ray diffraction and density measurement techniques. According to Starkweatber' s method crystalline density ρ_c and amorphous density ρ_a were estimated to be 1.098 and 1.003 g/cm^3 respectively by extrapolating the straight lines of the IR absorbanee against density to zero intensity. Owing to the less intense in absorbance and less sensitive to the change in crystallinity of the amorphors band the thus obtained ρ_c was too low in value. Thereby the value of the ratio ρ_c /ρ_a is far less than generally accepted mean value for most crystalline polymers. Accordingly, traditional X-ray diffraction method was used through determining thc crystalline dimension(a=4.9, b=5.4, c=27.8, α=49° β=77.0°, γ=63.5°), and a rather correct value of ρ_c or the crystal density 1.13 g/cm^3 was obtained. The equilibrium heat of fusion △H_m^0 was estimated to be 244.0 J/g piotting △H_m 's of specimens with different crystallinity against their corre sponding specific volumes_(sp), and extrapolating to completely crystalline condition (_(sp)~c= 1/ρ_c) As to the equilibrium melting temperature T_m^0, because of the easiness of recrystallization of melt crystallized Nylon 1010 specimen, the well-known Hoffman's T_m-T_c method failed in determining this value and an usually rarely used Kamide double extrapolation method was adopted. The so obtained value of T_m^0 487 seems to be fairly reasonable. 展开更多
关键词 Nylon 1010 Crystalline and amorphous densities Equilibrirm heat of fusion Equilibrium melting temperature.
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Prediction of Heat of Fusion of Rare Earth Compounds from Binary Phase Diagrams
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作者 孙贵如 李文超 王俭 《Journal of Rare Earths》 SCIE EI CAS CSCD 1992年第1期15-20,共6页
Based on the thermodynamical principle the new formula for calculation of heat of fusion and its error have been derived from binary phase diagrams which could be classified to eutectic,solid solution,degenerate eutec... Based on the thermodynamical principle the new formula for calculation of heat of fusion and its error have been derived from binary phase diagrams which could be classified to eutectic,solid solution,degenerate eutectic and involving a compound phase diagram and so on.Using these formulae heats of fusion of some rare earth ox- ides have been predicted. 展开更多
关键词 Rare earth compound Binary phase diagram heat of fusion
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The Relation between the Heat of Melting Point, Boiling Point, and the Activation Energy of Self-Diffusion in Accordance with the Concept of Randomized Particles
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作者 Vitalyi P. Malyshev Astra M. Makasheva 《Open Journal of Physical Chemistry》 2014年第4期166-172,共7页
On the example of typical metals, it’s found that the activation energy of self-diffusion is above of the melting heat and below of vaporization heat. This corresponds to the existence of liquid-mobile particle class... On the example of typical metals, it’s found that the activation energy of self-diffusion is above of the melting heat and below of vaporization heat. This corresponds to the existence of liquid-mobile particle classification based on the concept of randomized particles. A formula for estimating the activation energy of self-diffusion by which it is approximately half of the heat of evaporation of the substance is recommended. We derive the temperature dependence for a fraction self-diffusion’s particles. 展开更多
关键词 heat of fusion heat of BOILING SELF-DIFfusion RANDOMIZED PARTICLES Metals
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热处理对激光粉末床熔融AlSi10Mg合金热物理性能的影响
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作者 秦艳利 贾煜琦 +3 位作者 张昊 倪丁瑞 肖伯律 马宗义 《航空材料学报》 CAS CSCD 北大核心 2024年第2期184-191,共8页
采用激光粉末床熔融(laser powder bed fusion,LPBF)法成功制备AlSi10Mg合金样品,研究130℃/4 h时效处理、236℃/10 h退火处理和540℃/1 h固溶处理三种热处理工艺对AlSi10Mg合金样品的微观组织的影响,以及热处理后AlSi10Mg合金在室温~40... 采用激光粉末床熔融(laser powder bed fusion,LPBF)法成功制备AlSi10Mg合金样品,研究130℃/4 h时效处理、236℃/10 h退火处理和540℃/1 h固溶处理三种热处理工艺对AlSi10Mg合金样品的微观组织的影响,以及热处理后AlSi10Mg合金在室温~400℃的温度范围内热膨胀系数和热导率演变规律。结果表明:时效处理后铝基体中析出球状的Si颗粒,仍然保留完整的网状共晶硅组织;退火后,网状共晶硅完全消失,球化Si颗粒均匀分布在基体中;固溶处理后出现大的块状Si颗粒,尺寸在1~3μm;经过热处理之后AlSi10Mg合金的热物理性能均优于打印态。退火处理后的合金样品在室温到400℃的热膨胀系数为1.64×10^(−5)~2.1×10^(−5)℃^(−1),平均热导率为179.6 W·m^(−1)·K^(−1),性能优于时效处理和固溶处理。 展开更多
关键词 AlSi10Mg 激光粉末床熔融 热处理 微观结构 热物理性能
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自研28 GHz/50 kW回旋管实现长时间连续运行
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作者 胡林林 黄麒力 +7 位作者 卓婷婷 胡鹏 龚胜刚 孙迪敏 蒋艺 马国武 陈洪斌 马弘舸 《强激光与粒子束》 CAS CSCD 北大核心 2024年第3期1-3,共3页
介绍了中国工程物理研究院应用电子学研究所针对磁约束聚变装置电子回旋共振加热(ECRH)系统、重离子加速器电子回旋共振(ECR)离子源以及前沿科技探索应用研制的28 GHz/50 kW连续波回旋管最新实验结果。研究团队在2019年该回旋管实现50 k... 介绍了中国工程物理研究院应用电子学研究所针对磁约束聚变装置电子回旋共振加热(ECRH)系统、重离子加速器电子回旋共振(ECR)离子源以及前沿科技探索应用研制的28 GHz/50 kW连续波回旋管最新实验结果。研究团队在2019年该回旋管实现50 kW/30 s运行的基础上,通过结构优化和稳定性设计验证,最终实现了在10~50 kW功率范围多个功率水平的稳定长时间连续运行,典型运行结果为16 kW/3000 s、26 kW/900 s、46 kW/1800 s、50 kW/300 s,特别在输出功率32 kW连续稳定工作了400 min。这是国内首次研制出小时级连续工作的中等功率回旋管。 展开更多
关键词 回旋管 电子回旋共振加热 ECR离子源 连续波 磁约束聚变
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激光粉床熔融Ti-6Al-4V热处理的研究现状:微观组织演变和耐腐蚀性能
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作者 朱金岭 程军 陈靓瑜 《工程科学学报》 EI CSCD 北大核心 2024年第8期1393-1402,共10页
针对激光粉床熔融Ti-6Al-4V热处理问题,对现有文献进行总结,讨论热处理对激光粉床熔融Ti-6Al-4V的组织和腐蚀行为的影响.围绕组织决定材料性能这一观点,通过扫描电子显微镜观察热处理前后激光粉床熔融Ti-6Al-4V微观组织变化,恒电位极化... 针对激光粉床熔融Ti-6Al-4V热处理问题,对现有文献进行总结,讨论热处理对激光粉床熔融Ti-6Al-4V的组织和腐蚀行为的影响.围绕组织决定材料性能这一观点,通过扫描电子显微镜观察热处理前后激光粉床熔融Ti-6Al-4V微观组织变化,恒电位极化实验分析耐腐蚀性能的差异,将热处理前后激光粉床熔融Ti-6Al-4V的组织和耐腐蚀性能变化相联系,两者相互比较印证.结果发现,细针状α′马氏体相和残余应力是造成激光粉床熔融Ti-6Al-4V耐腐蚀性能变差的主要原因,适当的热处理可以促进细针状α′马氏体分解,增加体心立方β相,消除残余应力,改善激光粉床熔融Ti-6Al-4V的耐蚀性能.同时,过分的热处理会造成激光粉床熔融Ti-6Al-4V晶粒度的增加,影响钝化膜的稳定性.最后,总结现有结论,对激光粉床熔融Ti-6Al-4V热处理未来发展做出展望. 展开更多
关键词 激光粉床熔融 热处理 钛合金 微观组织 耐蚀性能
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片碱包装过程自动化改造
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作者 曹潭洲 李生虎 《氯碱工业》 CAS 2024年第4期16-18,共3页
针对片碱包装袋封口过程中存在的安全隐患进行了自动化改造,达到了预期效果。
关键词 片状烧碱 包装袋 热合 折边 缝合 自动化改造
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风-热耦合对建筑外立面火源融合燃烧的影响
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作者 杨宏伟 冯伟 《工业安全与环保》 2024年第4期14-20,共7页
针对建筑外立面火源融合燃烧现象,展开了影响受体引燃过程的因素分析和环境风作用下多火源融合时热参数的演化研究,分析了燃烧过程中系统产热能力、温升和引燃时间变化,探明了风-热耦合作用下建筑外立面多火源融合燃烧行为机制。结果表... 针对建筑外立面火源融合燃烧现象,展开了影响受体引燃过程的因素分析和环境风作用下多火源融合时热参数的演化研究,分析了燃烧过程中系统产热能力、温升和引燃时间变化,探明了风-热耦合作用下建筑外立面多火源融合燃烧行为机制。结果表明,风速增大会限制火源融合后外立面火焰燃烧行为,表现在受体引燃时间变长、温度和单位温升值变小,但风速介于1~1.5 m/s时会增强EPS燃烧产热能力,风速为2 m/s左右时有利于受体内部引燃过程;相同风速环境时,对系统EPS燃烧产热能力和受体引燃时间影响为竖向三火源>竖向四火源>竖向双火源,而对单位温升影响最大的则是竖向双/三火源融合,其温度最大影响区间为融合层向上1—2层高度。 展开更多
关键词 风-热耦合 建筑外立面 火源融合 引燃 EPS
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105/140 GHz双频兆瓦回旋管实现1.0 MW脉冲输出 被引量:1
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作者 胡林林 孙迪敏 +7 位作者 黄麒力 卓婷婷 龚胜刚 胡鹏 蒋艺 马国武 陈洪斌 马弘舸 《强激光与粒子束》 CAS CSCD 北大核心 2023年第2期39-41,共3页
报道了聚变应用的MW级双频(105/140 GHz)回旋管的最新实验进展。该回旋管的谐振腔、准光模式变换器、输出窗采用了双频共用的设计,电子枪采用了双频复用的双阳极磁控注入枪,收集极采用单极降压。最新的实验表明:在重频1 Hz短脉冲条件下,... 报道了聚变应用的MW级双频(105/140 GHz)回旋管的最新实验进展。该回旋管的谐振腔、准光模式变换器、输出窗采用了双频共用的设计,电子枪采用了双频复用的双阳极磁控注入枪,收集极采用单极降压。最新的实验表明:在重频1 Hz短脉冲条件下,在105 GHz点和140 GHz点,测试得到脉冲功率分别为710 kW和1.057 MW,对应总效率分别为34%和49%。这是国内首次在回旋管实验中实现1.0 MW功率输出。 展开更多
关键词 回旋管 双频 兆瓦 电子回旋加热 磁约束聚变
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激光重熔对激光粉末床熔合制备Ti-6Al-4V合金热稳定性的影响机制研究
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作者 詹宇星 杨扬 《矿冶工程》 CAS 北大核心 2024年第3期135-139,共5页
研究了激光重熔(LR)对激光粉末床熔合(LPBF)制备Ti-6Al-4V合金的组织性能和热稳定性的影响。结果表明,LR处理后,LRed-Ti-6Al-4V钛合金样品内α′相热稳定性显著提升,β-Ti相出现的温度点由500℃升至700℃。热处理后,LPBF-Ti-6Al-4V钛合... 研究了激光重熔(LR)对激光粉末床熔合(LPBF)制备Ti-6Al-4V合金的组织性能和热稳定性的影响。结果表明,LR处理后,LRed-Ti-6Al-4V钛合金样品内α′相热稳定性显著提升,β-Ti相出现的温度点由500℃升至700℃。热处理后,LPBF-Ti-6Al-4V钛合金内晶粒持续生长,700℃以上出现明显的“短棒状”和“粗层片状”特征;而LRed-Ti-6Al-4V样品表层熔化区内晶粒仍维持等轴特征,700℃以上的熔化区和热影响区内呈现较为均匀细小的针状组织。两组样品的表面显微硬度值随温度升高而不断降低,并且分别在700℃和850℃显著下降,β-Ti晶粒的迅速粗化是引起硬度下降的主要原因。 展开更多
关键词 增材制造 3D打印 激光粉末床熔合 激光重熔 Ti-6Al-4V 退火热处理 热稳定性
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Research on equivalent heating mechanism in resistance spot welding
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作者 杨旭 常云龙 +1 位作者 张陈 王志成 《China Welding》 EI CAS 2010年第3期66-69,共4页
The resistance spot welding quality is always one of the key subjects for studying, to which many welding scholars at home and abroad devote themselves. It has not been solved satisfactorily at present. The complexity... The resistance spot welding quality is always one of the key subjects for studying, to which many welding scholars at home and abroad devote themselves. It has not been solved satisfactorily at present. The complexity of spot welding process, invisibility of nugget formation and singleness of control method decide that stabilizing quality is a rather difficult task. The limitations of describing how the nugget grows up based on single-sensor information source are analyzed. A control method based on multi-information fusion for the purpose of equivalent heating of each weld nugget during spot welding is put forward. The experiment results show that nugget size flactuations are within 8.3% -20% uacter constant current control, and are within 6. 3% - 11.1% under information fusion control. 展开更多
关键词 spot welding SENSOR information fusion equivalent heating
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外推法计算冰的熔解热的理论依据及Matlab实现方案 被引量:1
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作者 凤飞龙 黄育红 +2 位作者 金蔚 王公正 崔致远 《大学物理》 2023年第2期28-31,共4页
本文基于牛顿冷却规律给出了“冰的熔解热实验”中用外推法修正温度的完整的理论依据.采用Matlab编程实现了修正温度时面积补偿的要求,将其用于数字温度计所得实验数据的处理,计算得到的熔解热值基本符合预期.通过理论分析和数值计算发... 本文基于牛顿冷却规律给出了“冰的熔解热实验”中用外推法修正温度的完整的理论依据.采用Matlab编程实现了修正温度时面积补偿的要求,将其用于数字温度计所得实验数据的处理,计算得到的熔解热值基本符合预期.通过理论分析和数值计算发现,采用外推法处理实验数据基本上不依赖于冰、水质量以及投冰时水温等实验参数的设置,而环境温度测量虽然影响散热系数的计算,但对温度的修正与熔解热的计算影响很小,因此,基于该方法的熔解热测量很适合在实验条件要求不高的物理实验教学中推广应用. 展开更多
关键词 熔解热 牛顿冷却定律 外推法 环境温度测量
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105/140 GHz双频兆瓦级回旋管的设计与实验进展
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作者 胡林林 孙迪敏 +7 位作者 黄麒力 卓婷婷 龚胜刚 胡鹏 蒋艺 马国武 陈洪斌 马弘舸 《强激光与粒子束》 CAS CSCD 北大核心 2023年第8期113-118,共6页
介绍了105/140 GHz双频兆瓦级回旋管的设计和最新实验进展。该回旋管的谐振腔、准光模式变换器、BN输出窗采用了双频共用的设计,电子枪采用了双频复用的双阳极磁控注入枪,收集极采用单级降压。在现有实验室电网功率容量有限的情况下,进... 介绍了105/140 GHz双频兆瓦级回旋管的设计和最新实验进展。该回旋管的谐振腔、准光模式变换器、BN输出窗采用了双频共用的设计,电子枪采用了双频复用的双阳极磁控注入枪,收集极采用单级降压。在现有实验室电网功率容量有限的情况下,进行脉冲调试,得到的实验结果为:在重频1 Hz、ms连续短脉冲条件下,在105 GHz点和140 GHz点脉冲功率分别达到710 kW和1.057 MW,脉宽0.7 ms,对应总效率分别为34%和49%。在105 GHz点通过脉宽延展和老炼,进一步得到300 kW/2 s和400 kW/1 s的秒级脉宽实验结果,BN窗片的温度在两种状态下温度分别达到606℃和503℃,波束频率单一,没有杂模。实验基本上验证了该器件的物理设计。 展开更多
关键词 回旋管 双频 电子回旋加热 磁约束聚变
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Weldability Assessment of Preheated Ductile Iron Microstructures
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作者 Dakwa Yusufu Kwa Joseph Olatunde Borode Itopa Monday Momoh 《Journal of Minerals and Materials Characterization and Engineering》 2012年第10期1000-1004,共5页
When joining ductile iron by submerged arc welding technique, a suitable welding speed and current, among other fac- tors, need to be skillfully put in place so as to enhance good welding. This work is based on micros... When joining ductile iron by submerged arc welding technique, a suitable welding speed and current, among other fac- tors, need to be skillfully put in place so as to enhance good welding. This work is based on microstructural examina- tion of preheated ductile iron at various temperatures ranging between 100°C - 400°C. Optical microscope was used for the microstructure analysis. The result shows varied complex microstructures at the fusion zone, un-mixed zone, par- tially melted zone and at the heat affected zone. 展开更多
关键词 SUBMERGED Arc Welding fusion ZONE Un-Mixed ZONE heat AFFECTED ZONE
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激光粉末床融合铝合金微合金化研究进展 被引量:1
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作者 魏午 毕舰镭 +6 位作者 郭彦梧 亓鹏 文胜平 高坤元 荣莉 黄晖 聂祚仁 《海军航空大学学报》 2023年第4期338-346,共9页
针对传统铝合金在激光粉末床融合技术(Laser Powder Bed Fusion,LPBF)中的高裂纹敏感性,总结了近年来通过微合金化方法改善LPBF铝合金成型性及力学性能的研究进展。综述了微合金元素在成型过程中的作用机理,重点讨论了Er、Zr元素对微观... 针对传统铝合金在激光粉末床融合技术(Laser Powder Bed Fusion,LPBF)中的高裂纹敏感性,总结了近年来通过微合金化方法改善LPBF铝合金成型性及力学性能的研究进展。综述了微合金元素在成型过程中的作用机理,重点讨论了Er、Zr元素对微观组织的调控即晶粒细化,总结了LPBF微合金化铝合金的成型工艺研究,分析了微合金改性后热处理工艺诱导第二相弥散析出及对应力学性能的研究。对未来LPBF铝合金微合金化研究提出展望,开发新的微合金改性铝合金并探索适合工业生产的热处理工艺,获得低成本、高强度的LPBF铝合金。 展开更多
关键词 铝合金 激光粉末床融合 微合金化 成型性 热处理 Er元素 Zr元素
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Two Stream Instability as a Source of Coronal Heating
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作者 Antony Soosaleon Blesson Jose 《International Journal of Astronomy and Astrophysics》 2015年第2期61-69,共9页
Recent observation of oscillating the two stream instability (TSI) in a solar type III radio bursts and spatial damping of Langmuir oscillations has made this instability as an important candidate to understand the co... Recent observation of oscillating the two stream instability (TSI) in a solar type III radio bursts and spatial damping of Langmuir oscillations has made this instability as an important candidate to understand the coronal heating problem. This instability has been studied by several authors for cold plasma found to be stable for high frequencies (greater than plasma frequency ωp). In this paper, we prove that this instability is unstable for warm plasma for higher frequencies (greater than plasma frequency ωp) and much suitable to study the solar coronal heating problem. We have derived a general dispersion relation for warm plasma and discussed the various methods analyzing the instability conditions. Also, we derived an expression for the growth rate of TSI and analyzed the growth rate for photospheric and coronal plasmas. A very promising result is that the ion temperature is the source of this instability and shifts the growth rate to high frequency region, while the electron temperature does the reverse. TSI shows a high growth rate for a wide frequency range for photosphere plasma, suggesting that the electron precipitation by magnetic reconnection current, acceleration by flares, may be source of TSI in the photosphere. But for corona, these waves are damped to accelerate the ions and further growing of such instability is prohibited due to the high conductivity in coronal plasma. The TSI is a common instability;the theory can be easily modifiable for multi-ion plasmas and will be a useful tool to analyze all the astrophysical problems and industrial devices, too. 展开更多
关键词 CORONAL heating TWO STREAM INSTABILITY LANGMUIR Waves Ion Temperature DRIFT Velocity Photosphere fusion Plasma
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融合多级注意力机制和信息融合的车型识别
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作者 李浩 鲍鸿 詹瑞典 《电子测量技术》 北大核心 2023年第5期164-171,共8页
不同车型类间外观特征高度相似,同车型类内外观差异大,这对特征提取网络提出了更高的要求。现有的车型识别方案仅依靠车辆外观特征识别,整体识别准确率不高。为此,首先在主干网络设计了多级注意力机制,提高主干网络对车型特征提取和识... 不同车型类间外观特征高度相似,同车型类内外观差异大,这对特征提取网络提出了更高的要求。现有的车型识别方案仅依靠车辆外观特征识别,整体识别准确率不高。为此,首先在主干网络设计了多级注意力机制,提高主干网络对车型特征提取和识别能力;其次根据卡口环境下不同车辆位置车辆外观特征的变化提出了车辆位置和外观特征融合结构,从而提取出融合位置信息的复合图像特征,减小类内特征距离,增强主干网络所提取的特征的表达力和稳健性;最后在分析了难例样本注意力热力图基础上,对难例样本注意力区域进行干预,使网络聚焦于车辆细小差异的局部区域。实验结果表明,本文所提出的车型识别方法整体性能比现有方案有显著提升。 展开更多
关键词 主干网络 注意力机制 特征融合 热力图
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