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基于深度学习的HL-2A鱼骨模识别算法研究 被引量:1
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作者 朱晓博 夏凡 +9 位作者 杨宗谕 刘锋武 龚新文 刘宇航 张毅 施培万 陈伟 于利明 陈正威 钟武律 《核聚变与等离子体物理》 CAS CSCD 北大核心 2024年第2期149-156,共8页
基于深度学习的方法,在HL-2A装置上开发出了一套鱼骨模(FB)识别算法。算法使用858(780次放电训练,78次放电验证)次放电数据、约46.38万数据切片进行训练与验证,得到了一个主要由卷积层、残差连接层、全连接层组成的卷积神经网络。为衡... 基于深度学习的方法,在HL-2A装置上开发出了一套鱼骨模(FB)识别算法。算法使用858(780次放电训练,78次放电验证)次放电数据、约46.38万数据切片进行训练与验证,得到了一个主要由卷积层、残差连接层、全连接层组成的卷积神经网络。为衡量算法的识别能力,该算法被用来扫描式地识别了HL-2A装置的780次放电数据,共识别出86820次FB区间,其中误识别4327次,误报率为4.75%。在实际的97145次FB区间中,漏识别10325次,对应的漏报率为10.63%,总整体的识别正确率达到了94.26%。该误报率和漏报率可以满足FB识别的精度要求。 展开更多
关键词 鱼骨模 神经网络 深度学习 HL-2A装置
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微创与传统全髋关节置换术临床疗效对比的系统评价 被引量:27
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作者 王荣 李秀霞 +3 位作者 高明暄 汪泽皓 于利明 李旭升 《中国骨伤》 CAS 2016年第2期172-178,共7页
目的 :系统评价微创全髋关节置换术与传统全髋关节置换术治疗髋关节疾病的疗效。方法 :计算机检索Pub Med、Cochrane Library、EMbase、Web of Science、中国生物医学文献数据库(CBM)、中国期刊全文数据库(CNKI)、万方期刊全文数据库(Wa... 目的 :系统评价微创全髋关节置换术与传统全髋关节置换术治疗髋关节疾病的疗效。方法 :计算机检索Pub Med、Cochrane Library、EMbase、Web of Science、中国生物医学文献数据库(CBM)、中国期刊全文数据库(CNKI)、万方期刊全文数据库(Wanfang Data)的微创全髋关节置换术与传统全髋关节置换术治疗髋关节疾病的随机对照试验,时间为建库至2014年6月。按照纳入与排除标准独立筛选文献、提取资料,按Cochrane Handbook 5.0推荐的"偏倚风险评估"工具对纳入研究进行方法学质量评价,采用Rev Man 5.3软件进行Meta分析。比较两组术后3个月Harris髋关节评分、术后1年Harris髋关节评分、术后6周WOMAC评分、术后6周Oxford评分、术后8 h红细胞压积、术后48 h红细胞压积及血红蛋白量、术后髋内翻及髋关节脱位发生率和股骨偏心距增加值。结果 :共纳入13个随机对照试验,共1 213例患者(1 284髋),其中微创全髋关节置换术631髋,传统全髋关节置换术653髋。Meta分析结果显示:术后3个月Harris髋关节评分[MD=8.37,95%CI(6.02,10.72)],术后48 h红细胞压积[MD=0.02,95%CI(0.01,0.03)],术后48 h血红蛋白量[MD=0.50,95%CI(0.16,0.85)],改善股骨偏心距[MD=0.30,95%CI(0.04,0.56)]方面传统全髋关节置换术优于微创全髋关节置换术,差异有统计学意义;术后1年Harris髋关节评分[MD=3.26,95%CI(-3.25,9.76)],术后6周WOMAC评分[MD=-0.53,95%CI(-3.67,2.60)],术后6周Oxford评分[MD=1.34,95%CI(-3.46,6.13)],术后8 h红细胞压积[MD=-0.01,95%CI(-0.02,0.00)],髋内翻发生率[RR=0.82,95%CI(0.45,1.52)],髋关节脱位发生率[RR=1.40,95%CI(0.48,4.12)]方面两组差异无统计学意义。结论 :传统全髋关节置换术可带来更小的创伤和失血,其术后早期疗效优于微创全髋关节置换术;两种术式在术后并发症发生率方面并无差异。 展开更多
关键词 关节成形术 置换 髋关节 系统评价 随机对照试验
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用光谱法测量HL-2A中性束注入器离子束成分 被引量:5
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作者 杨立梅 于利明 +3 位作者 余德良 韩晓玉 雷光玖 段旭如 《核聚变与等离子体物理》 CAS CSCD 北大核心 2009年第4期361-364,共4页
在HL-2A中性束试验平台上,利用多普勒频移光谱方法测量了离子源引出离子流的各组成成分及其随弧流的变化情况。在数据分析中提出了遗传算法(GA)和L-M优化算法相结合进行光谱拟合的方法。结果表明,当束能量为30keV、弧流为340A时,离子流... 在HL-2A中性束试验平台上,利用多普勒频移光谱方法测量了离子源引出离子流的各组成成分及其随弧流的变化情况。在数据分析中提出了遗传算法(GA)和L-M优化算法相结合进行光谱拟合的方法。结果表明,当束能量为30keV、弧流为340A时,离子流中各组分之比+++J H:JH2:J H3=0.57:0.36:0.07。当弧流从90A增加到350A时,H+百分比从45%增加到57%,而则从17%降到7%。 展开更多
关键词 离子束成分 多普勒频移 多峰拟合
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会切场离子源放电参数的变化对放电特性的影响 被引量:4
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作者 于利明 钟光武 +3 位作者 姜韶风 雷光玖 卢大伦 曹建勇 《核聚变与等离子体物理》 CAS CSCD 北大核心 2009年第1期55-58,共4页
介绍了HL-2A装置会切场桶式离子源在实验平台运行时某些放电参数的变化对离子源放电特性的影响。分析并讨论了产生这些现象的原因。这对于提高源的可靠性和稳定性,提高饱和离子流密度,增大引出电流和提高弧效率有一定的指导作用。
关键词 会切场离子源 放电参数 放电特性
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Optimization of Experimental Discharge Parameters to Increase the Arc Efficiency of the Bucket Ion Source 被引量:1
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作者 于利明 雷光玖 +7 位作者 曹建勇 钟光武 姜韶风 邹桂清 江涛 卢大伦 张贤明 刘鹤 《Chinese Physics Letters》 SCIE CAS CSCD 2010年第5期72-75,共4页
Arc efficiency is a critical criterion for assessing the performance of the ion source. High are efficiency is necessary for a high power ion source, because it can decrease the load of the arc power supply. Thus the ... Arc efficiency is a critical criterion for assessing the performance of the ion source. High are efficiency is necessary for a high power ion source, because it can decrease the load of the arc power supply. Thus the relationship between the discharge parameters (gas pressure, arc voltage, filament current, bias resistance connecting between the anode and plasma grid) and the arc efficiency is investigated in experiment especially. It is found that with increasing pressure, the arc efficiency increases fast if the pressure is below 0.4 Pa, but when it is above 0.4 Pa, the arc efficiency remains unchanged or increases slowly. If we increase the arc voltage or filament current, the arc efficiency decreases. The bias resistance also influences the arc efficiency, at the same pressure the arc efficiency increases with resistance. 展开更多
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Proton Ratio of HL-2A Bucket Ion Source
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作者 于利明 雷光玖 +10 位作者 曹建勇 杨立梅 姜韶风 韩小玉 张贤明 孙平 邹桂清 卢大伦 刘鹤 江涛 段旭如 《Chinese Physics Letters》 SCIE CAS CSCD 2010年第4期75-78,共4页
For heating the tokamak plasma effectively, the ion source must be capable of producing ions with high proton ratio. The proton ratio, which is found to be more than 65.6% at the ion current of 19.6A with the extracti... For heating the tokamak plasma effectively, the ion source must be capable of producing ions with high proton ratio. The proton ratio, which is found to be more than 65.6% at the ion current of 19.6A with the extraction voltage of 39.6 k V, is measured with an image spectrograph by Doppler shift effect of Balmer-α-radiation spectrum emitted from fast hydrogen particles. The tendency of proton ratio with the ion density in experiment is almost the same as the mode devised by Zhang et al. Okumura et al. only gave the affection of the plasma volume and ion loss area on the proton ratio, but the relationship between the ion density in chamber and the proton ratio was not presented. We give the relationship. 展开更多
关键词 ACCELERATORS beams and electromagnetism Nuclear physics Instrumentation and measurement Plasma physics Particle physics and field theory
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紧凑针孔中性粒子分析器标定系统的设计和研制
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作者 臧临阁 屈玉凡 +7 位作者 万林 付宏涛 罗小兵 卢杰 于利明 李伟 石中兵 杨青巍 《核聚变与等离子体物理》 CAS CSCD 北大核心 2021年第3期193-198,共6页
介绍了紧凑针孔中性粒子分析器(CP-NPA)标定系统,包括一套高能量、小流强的中性粒子束线源和一个配套旋转平台。束线源由高频离子源、电单透镜、速度选择器、加速管、电四极透镜和中性化室组成。高频离子源已经完成研制,并顺利建立起等... 介绍了紧凑针孔中性粒子分析器(CP-NPA)标定系统,包括一套高能量、小流强的中性粒子束线源和一个配套旋转平台。束线源由高频离子源、电单透镜、速度选择器、加速管、电四极透镜和中性化室组成。高频离子源已经完成研制,并顺利建立起等离子体。单透镜已经完成仿真、制造和测试。实验中引出电压为1.0kV时,调整单透镜聚焦电压最高可以引出36.4μA束流。速度选择器、加速管、聚焦电四极透镜和中性化室也已完成概念/工程设计。 展开更多
关键词 中性粒子分析器 标定 快离子
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High-Power Ion Beam Characteristics of a Magnetic Multi-Pole Line-Cusp Ion Source for the HL-2A Tokomak 被引量:6
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作者 邹桂清 雷光玖 +7 位作者 姜韶风 曹建勇 于利明 卢大伦 杨立梅 刘鹤 江涛 张贤明 《Chinese Physics Letters》 SCIE CAS CSCD 2009年第8期94-97,共4页
A circular magnetic multi-pole line-cusp ion source with a nominal 45 keV 25 A hydrogen ion beam is developed for the neutraJ beam injector of the HL-2A tokomak. At present, this bucket ion source can produce a 40 keV... A circular magnetic multi-pole line-cusp ion source with a nominal 45 keV 25 A hydrogen ion beam is developed for the neutraJ beam injector of the HL-2A tokomak. At present, this bucket ion source can produce a 40 keV 20 A hydrogen ion beam for less than lOOms on a test bed, and a 35 ke V 13A ion beam for 300ms on the injector of the HL-2A tokomak. The 1/e half-width of the ion beam power profile is about 6.0 ± 0.2 em at the positionof 3.26m downstream from ion source, and the corresponding divergence degree is nearly 1.1. The optimum perveance matched conditions were obtained experimentally, and were in good agreement with the values from experiential equation of Uhlemann et al. The maximum of optimum perveance reached 2.2 × 10^-6 A/V^1.5 for 38 keV beam energy. An ion beam with above 60% H^+ species fraction can be achieved, which was measured by Ha light Doppler shift spectroscopy. According to research results, a neutral beam with a total power of more than 0.6 MW was successfully injected into the plasma of the HL-2A Tokomak in 2008. 展开更多
关键词 sea surface nonliear interaction numerical method
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Empirical Scaling Laws of Neutral Beam Injection Power in HL-2A Tokamak 被引量:3
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作者 曹建勇 魏会领 +11 位作者 刘鹤 杨宪福 邹桂清 于利明 李青 罗翠文 潘宇东 姜韶风 雷光玖 李波 饶军 段旭如 《Chinese Physics Letters》 SCIE CAS CSCD 2015年第5期43-46,共4页
We present an experimental method to obtain neutral beam injection (NBI) power scaling laws with operating parameters of the NBI system on HL-2A, including the beam divergence angle, the beam power transmission effi... We present an experimental method to obtain neutral beam injection (NBI) power scaling laws with operating parameters of the NBI system on HL-2A, including the beam divergence angle, the beam power transmission efficiency, the neutralization efficiency and so on. With the empirical scaling laws, the estimating power can be obtained in every shot of experiment on time, therefore the important parameters such as the energy confinement time can be obtained precisely. The simulation results by the tokamak simulation code (TSC) show that the evolution of the plasma parameters is in good agreement with the experimental results by using the NBI power from the empirical scaling law. 展开更多
关键词 In Empirical Scaling Laws of Neutral Beam Injection Power in HL-2A Tokamak HL
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Observation of Multiple Broadband Alfvénic Chirping Modes in HL-2A NBI Plasmas 被引量:2
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作者 Liming Yu Wei Chen +11 位作者 Xiaoquan Ji Peiwan Shi Xuantong Ding Zhongbing Shi Ruirui Ma Yumei Hou Yonggao Li Jiaxian Li Jianyong Cao Wulyu Zhong Min Xu Xuru Duan 《Chinese Physics Letters》 SCIE CAS CSCD 2021年第5期41-45,共5页
Multiple broadband Alfvenic chirping modes(CMs),with frequencies in the wide range of f-35-150 kHz and chirping down rapidly,are found in HL-2A neutral beam injection plasmas,and the CMs can even coexist.The frequency... Multiple broadband Alfvenic chirping modes(CMs),with frequencies in the wide range of f-35-150 kHz and chirping down rapidly,are found in HL-2A neutral beam injection plasmas,and the CMs can even coexist.The frequency chirping down process can be completed within-1 ms,and the frequency shift can reach 30-50 kHz.The CMs propagate in ion diamagnetic drift directions poloidally.The toroidal mode number is confirmed to be n=1,2,3 and 4 for the f-35-65,55-90,70-120 and 100-150 kHz CMs,respectively.The CMs are more like to be energetic-particle continuum modes(EPMs),since the modes almost locate on the Alfven continuum. 展开更多
关键词 kHz Observation of Multiple Broadband Alfv nic Chirping Modes in HL-2A NBI Plasmas NBI
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Optical design of vertical edge Thomson scattering on HL-2M tokamak 被引量:1
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作者 龚少博 石中兵 +9 位作者 周艺轩 张通川 高金明 郑典麟 孙平 于利明 陈伟 钟武律 许敏 段旭如 《Plasma Science and Technology》 SCIE EI CAS CSCD 2023年第7期97-103,共7页
A vertical edge Thomson scattering(ETS) diagnostic system on HL-2M tokamak has been designed.The ETS system collects the scattered light from Nd:YAG laser(1064 nm,2 J,30 Hz,15 ns).The laser beam propagates vertically ... A vertical edge Thomson scattering(ETS) diagnostic system on HL-2M tokamak has been designed.The ETS system collects the scattered light from Nd:YAG laser(1064 nm,2 J,30 Hz,15 ns).The laser beam propagates vertically through the plasma region and the polarization is parallel to the toroidal magnetic field.A special designed Galileo-type telescope with long Rayleigh length is applied to focus the laser size and ensure collimation.A group of doubleGaussian collection lenses image the 600 mm vertical scattered region onto rectangular fiber arrays with a spatial resolution of 10 mm.The 2.20 mm × 2.86 mm fiber optic bundle consists of 130 low hydroxyl(OH) 200/220 μm(core/cladding) diameter fibers with numerical aperture NA=0.22,carrying the light to remotely located multi-channel polychromators.Effect of oblique incidence on narrow band filter has been analyzed.The designed electron temperatures range from 5 to 1000 eV and electron densities from 5 × 10^(18) to 1×10^(20) m^(-3). 展开更多
关键词 edge Thomson scattering optical design HL-2M
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Multichannel Microwave Interferometer for Simultaneous Measurement of Electron Density and its Fluctuation on HL-2A Tokamak 被引量:1
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作者 施培万 石中兵 +8 位作者 陈伟 钟武律 杨曾辰 蒋敏 张博宇 李永高 于利明 刘泽田 丁玄同 《Plasma Science and Technology》 SCIE EI CAS CSCD 2016年第7期708-713,共6页
A nmltichannel microwave interferometer system has been developed on the HL- 2A tokomak. Its working frequency is well designed to avoid the fringe jump effect. Taking the structure of HL-2A into account, its antennas... A nmltichannel microwave interferometer system has been developed on the HL- 2A tokomak. Its working frequency is well designed to avoid the fringe jump effect. Taking the structure of HL-2A into account, its antennas are installed in the horizontal direction, i.e. one launcher in high field side (HFS) and four receivers in low field side (LFS). The fan-shaped measurement area covers those regions where the magnetohydrodynamics (MHD) instabilities are active. The heterodyne technique contributes to its high temporal resolution (1 μs). It is possible for the multichannel system to realize simultaneous measurements of density and its fluctuation. The quadrature phase detection based on the zero-crossing method is introduced to density measureinent. With this system, reliable line-averaged densities and density profiles are obtained. The location of the saturated internal kink mode can be figured out from the mode showing different intensities on four channels, and the result agrees well with that measured by electron cyclotron emission imaging (ECEI). 展开更多
关键词 INTERFEROMETER quadrature phase detection saturated internal kink mode
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Theoretical Analysis of the Frequency Jump in E-fishbone Experiments
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作者 严一帆 王中天 +5 位作者 何志雄 于利明 王占辉 董家齐 李会东 冯灏 《Chinese Physics Letters》 SCIE CAS CSCD 2016年第1期84-87,共4页
It is identified that barely passing electrons are the drive of the e-fishbones, rather than the barely trapped electrons at low frequency. The frequency jump in e-fishbone experiments is reproduced and analyzed. It i... It is identified that barely passing electrons are the drive of the e-fishbones, rather than the barely trapped electrons at low frequency. The frequency jump in e-fishbone experiments is reproduced and analyzed. It is found that the e-fishbone frequency increases with the hot electron energy, which is consistent with the experiments. The growth rate of the mode (m= 2, n = 2) is greater than that of the mode (m = 1, n = 1). 展开更多
关键词 ECRH on of Theoretical Analysis of the Frequency Jump in E-fishbone Experiments is mode in
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Nonlinear Simulations of the Bump-on-Tail Instabilities in Tokamak Plasmas
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作者 Yumei Hou Wei Chen +3 位作者 Liming Yu Yunpeng Zou Min Xu Xuru Duan 《Chinese Physics Letters》 SCIE CAS CSCD 2021年第4期67-70,共4页
We reproduce nonlinear behaviors,including frequency chirping and mode splitting,referred to as bump-on-tail instabilities.As has been reported in previous works,the generation and motion of phase-space hole-clump pai... We reproduce nonlinear behaviors,including frequency chirping and mode splitting,referred to as bump-on-tail instabilities.As has been reported in previous works,the generation and motion of phase-space hole-clump pairs in a kinetically driven,dissipative system can result in frequency chirping.We provide examples of frequency chirping,both with and without pure diffusion,in order to illustrate the role of the diffusion effect,which can suppress holes and clumps;Asymmetric frequency chirpings are produced with drag effect,which is essential to enhance holes,and suppress clumps.Although both diffusion and drag effect suppress the clumps,downward sweepings are observed,caused by a complicated interaction of diffusion and drag.In addition,we examine the discrepancies in frequency chirping between marginally unstable,and far from marginally unstable cases,which we elucidate by means of a dissipative system.In addition,mode splitting is also produced via BOT code for a marginal case with large diffusion. 展开更多
关键词 DIFFUSION SPLITTING DISSIPATIVE
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