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电磁轨道发射器高速下电流密度场预测
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作者 金亮 宋居恒 +2 位作者 马天赐 尹振豪 张陈源 《电工技术学报》 EI CSCD 北大核心 2024年第19期5914-5928,5936,共16页
通过有限元方法计算发射过程中电流密度场,是实现电磁轨道发射器结构精细化设计的必要条件之一,但存在计算时间长、高速计算困难甚至无法计算的问题。该文首先以激励电流、电枢电导率、轨道结构参数和时间t为输入,建立了基于条件生成对... 通过有限元方法计算发射过程中电流密度场,是实现电磁轨道发射器结构精细化设计的必要条件之一,但存在计算时间长、高速计算困难甚至无法计算的问题。该文首先以激励电流、电枢电导率、轨道结构参数和时间t为输入,建立了基于条件生成对抗网络(CGAN)的电流密度场预测模型;然后,为提高对复杂场分布的预测能力,构建ResUnet-Trans网络作为CGAN的特征生成器;最后进行计算验证。以低速电磁轨道发射器实例验证模型内插预测精度,结果表明,模型在测试集上的平均绝对百分比误差(MAPE)小于1.5%;以高速电磁轨道发射器实例验证模型外推预测能力,结果表明,使用由低电导率向高电导率的迁移学习训练策略可以提高模型外推预测精度和泛化能力,在测试集上外推预测MAPE小于2.5%。该文提出的预测方法可实现电流密度场的秒级计算,为高速电磁轨道发射器的优化设计和数字化提供了一种新的思路。 展开更多
关键词 电磁轨道发射器 电流密度场分布 深度学习 图预测
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基于BOS的超声速流场瞬态密度场的可视化
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作者 张俊 吴运刚 +1 位作者 严来军 殷可为 《气体物理》 2021年第1期62-68,共7页
瞬态密度场的可视化对于超声速流场复杂流动机理研究有着重要的参考价值.设计了基于脉冲激光照明的瞬态密度场可视化系统,针对非对称尖锥模型在Ф=120 mm激波风洞开展了双方向密度场可视化应用研究,获得了Ma=6条件下激波流场清晰的瞬态... 瞬态密度场的可视化对于超声速流场复杂流动机理研究有着重要的参考价值.设计了基于脉冲激光照明的瞬态密度场可视化系统,针对非对称尖锥模型在Ф=120 mm激波风洞开展了双方向密度场可视化应用研究,获得了Ma=6条件下激波流场清晰的瞬态和长曝光背景纹影图像.研究表明,瞬态背景纹影图像曝光时间为10 ns,能够有效“冻结”超声速流场;相对于长曝光纹影图像,瞬态图像显示了更小时间尺度的流场密度场,且突起较多,分布不均匀.结果表明,瞬态密度场可视化技术能够揭示瞬态激波流场的密度场细节,为超声速和高超声速流场复杂流动机理的深入理解和研究提供了一种有效方法. 展开更多
关键词 可视化 瞬态密度场分布 超声速流 背景纹影 非接触
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DSM重介质旋流器流场的数值模拟 被引量:20
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作者 刘峰 钱爱军 郭秀军 《煤炭学报》 EI CAS CSCD 北大核心 2006年第5期627-630,共4页
采用计算流体力学软件,选用RSM湍流数值计算模型,对DSM型重介质旋流器的流场进行了数值模拟.研究了DSM型重介质旋流器流场的速度分布、密度分布和压力分布,得出4点结论:旋流器内的流体沿着溢流管的外侧向下流动,使旋流器分选时存在短路... 采用计算流体力学软件,选用RSM湍流数值计算模型,对DSM型重介质旋流器的流场进行了数值模拟.研究了DSM型重介质旋流器流场的速度分布、密度分布和压力分布,得出4点结论:旋流器内的流体沿着溢流管的外侧向下流动,使旋流器分选时存在短路流,降低了旋流器的分选效率.旋流器内的轴向速度越接近中心越高,大约在旋流器半径的中部通过零点,所有速度为零的个点形成了零轴速包络面(LZVV).旋流器内的切向速度从内向外逐渐升高,在空气柱附近达到最大值,然后逐步下降到最低点.由于回流的作用,在旋流器中间造成负压区形成了空气柱,空气柱截面直径大约为溢流口直径的0.6倍. 展开更多
关键词 DSM重介质旋流器 速度分布 压力分布 密度场分布
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体感诱发电位检测中经皮电极下电刺激分布模型的研究 被引量:2
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作者 胡勇 于杰 《生物医学工程学杂志》 EI CAS CSCD 北大核心 1999年第4期462-466,共5页
体感诱发电位是检测脊神经和周围神经活动的重要方法,而经皮电刺激是体感诱发电位检测中的常用手段,通过对经皮刺激电极下电势场和电流密度场的分布的研究,可以提高检测的效率与质量。我们采用镜像法,对经皮刺激电极下人体组织中电... 体感诱发电位是检测脊神经和周围神经活动的重要方法,而经皮电刺激是体感诱发电位检测中的常用手段,通过对经皮刺激电极下电势场和电流密度场的分布的研究,可以提高检测的效率与质量。我们采用镜像法,对经皮刺激电极下人体组织中电位场和电流密度场的分布进行了理论的推导,得到了场分布的解析解,以此解析解为基础,就可以得到电极放置位置下场分布的数值解,为临床神经刺激提供理论指导。 展开更多
关键词 体感诱发电位 经皮电刺激 和电流密度分布
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大型多供介三产品重介质旋流器的理论研究 被引量:12
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作者 张力强 《选煤技术》 CAS 北大核心 2008年第4期23-28,共6页
阐述了重介质旋流器选煤在当前煤炭洗选中的重要地位,简要介绍了重介质旋流器的分选原理,着重介绍了"十五"科技攻关成果——双供介无压给料三产品重介质旋流器的研制,从理论分析、结构设计、入介平衡等方面进行了应用性探讨,... 阐述了重介质旋流器选煤在当前煤炭洗选中的重要地位,简要介绍了重介质旋流器的分选原理,着重介绍了"十五"科技攻关成果——双供介无压给料三产品重介质旋流器的研制,从理论分析、结构设计、入介平衡等方面进行了应用性探讨,并对"十一五"科技攻关专题设备大型多供介无压给料三产品重介质旋流器进行了初步探讨。 展开更多
关键词 分选机理 多供介 密度场分布 结构 入介方式
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Gravity inversion using the frequency characteristics of the density distribution 被引量:6
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作者 陈石 张健 石耀霖 《Applied Geophysics》 SCIE CSCD 2008年第2期99-106,共8页
Three-dimensional gravity inversion based on the mass property model is very popular in recent years. The time and efficiency of inversion algorithms is relative to the magnitude of the target mesh. One approach is to... Three-dimensional gravity inversion based on the mass property model is very popular in recent years. The time and efficiency of inversion algorithms is relative to the magnitude of the target mesh. One approach is to search over the entire solution space for a more refined result. However, the inversion will be difficult with the increased parameters in the large search space and the number of computations increases exponentially. |n this paper, we propose a novel approach based on the frequency characteristics of the density distribution over the mesh. The purposes of our study are to reduce the parameters of three- dimensional gravity inversion and to lighten the image quality of the inversion result. The results show that the new method can expedite the inversion processing and get a better geological interpretation than tradition methods. 展开更多
关键词 Gravity inversion frequency decomposition 3D density distribution potential field
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吹膜挤出机的电磁感应加热系统建模与有限元模拟研究
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作者 王超 柴雄 《工程塑料应用》 CAS CSCD 北大核心 2014年第12期66-70,共5页
为实现吹膜挤出机在电磁感应加热条件下能效的定量分析,对吹膜挤出机电磁感应加热的三维有限元模型进行了研究,导出了对应于指定机筒和螺杆材料的电流透入深度与电磁感应加热器的各设计参数之间的关系;分析了挤出机的机筒与螺杆等关键... 为实现吹膜挤出机在电磁感应加热条件下能效的定量分析,对吹膜挤出机电磁感应加热的三维有限元模型进行了研究,导出了对应于指定机筒和螺杆材料的电流透入深度与电磁感应加热器的各设计参数之间的关系;分析了挤出机的机筒与螺杆等关键部件在电磁感应三段式分区加热条件下的磁场分布、电流密度场分布及焦耳热能分布的相对趋势。结果表明,感应磁场主要分布在机筒内表面,而相应的感应电流主要分布在机筒外层,且当机筒上缠绕的3组匝数相同的电磁感应加热线圈中加载有大小相等、方向相同的交变电流时,电流密度和产生的焦耳热能集中在机筒和螺杆的中部,而适当增加进料段与计量段加热区所对应的两组线圈匝数可获得较为均匀的电磁感应加热效果。相对于电阻式加热,电磁感应加热的能量损耗较小,是一种环保节能的吹膜挤出机加热方式。 展开更多
关键词 电磁感应加热 挤出机 三维有限元模型 电流密度场分布 焦耳热能分布
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Electric field distribution in 75 kA drained aluminum reduction cell 被引量:2
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作者 李相鹏 李劼 +3 位作者 赖延清 陈江 高增梁 刘业翔 《Journal of Central South University》 SCIE EI CAS 2010年第1期62-67,共6页
Current distribution in a drained aluminum reduction cell is critical due to its influence on the current efficiency, electrolysis stability, anodes and cathodes integrity. A finite element model was developed to simu... Current distribution in a drained aluminum reduction cell is critical due to its influence on the current efficiency, electrolysis stability, anodes and cathodes integrity. A finite element model was developed to simulate the electric field in a 75 kA drained aluminum reduction cell. The current distribution and influences of the cathode inclination angle and anode-cathode distance (ACD) were studied. The results show that relatively large horizontal current density appears in the aluminum film, and the maximum value reaches 600 kA/m2. As the cathode inclination angle increases from 2° to 15°, the maximum current density of the metal pad increases by 15%, while the maximum current density of the aluminum-wettable coating layer decreases by 27%. The influence of the ACD on the current distribution is not obvious. 展开更多
关键词 drained aluminum reduction cell electric field finite element model cathode inclination angle anode-cathode distance
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Effect of wave spectrum width on the probability density distribution of wind-wave heights
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作者 刘亚豪 侯一筠 +1 位作者 胡珀 刘泽 《Chinese Journal of Oceanology and Limnology》 SCIE CAS CSCD 2015年第5期1124-1131,共8页
The probability distribution of wave heights under the assumption of narrowband linear wave theory follows the Rayleigh distribution and the statistical relationships between some characteristic wave heights, derived ... The probability distribution of wave heights under the assumption of narrowband linear wave theory follows the Rayleigh distribution and the statistical relationships between some characteristic wave heights, derived from this distribution, are widely used for the treatment of realistic wind waves. However, the bandwidth of wave frequency influences the probability distribution of wave heights. In this paper, a wave-spectrum-width parameter B was introduced into the JONSWAP spectrum. This facilitated the construction of a wind-wave spectrum and the reconstruction of wind-wave time series for various growth stages, based on which the probability density distributions of the wind-wave heights were studied statistically. The distribution curves deviated slightly from the theoretical Rayleigh distribution with increasing B. The probability that a wave height exceeded a certain value was clearly smaller than the theoretical value for B≥0.3, and the difference between them increased with the threshold value. The relation between the Hs/σ ratio and B was investigated statistically, which revealed that the Hs/σ ratio deviated from 4.005 and declined with B. When B reached 0.698 1, the Hs/σ ratio was 3.825, which is about 95.5% of its original value. This indicates an overestimation in the a potential method for improving the accuracy of the Hs extremely large waves under severe sea states. prediction of Hs from Hs=4.005σ, and provides remote sensing retrieval algorithm, critical for 展开更多
关键词 wave-spectrum width probability distribution of wave heights significant wave height
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Calculation of Excited States of He Atoms in a Strong Magnetic Field
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作者 赵力波 B.C.Saha 杜孟利 《Communications in Theoretical Physics》 SCIE CAS CSCD 2012年第6期1059-1065,共7页
A recently developed B-spline algorithm is extended and utilized to calculate excited states of He atoms in the presence of strong magnetic fields.Binding energies are presented for He in the five excited atomic state... A recently developed B-spline algorithm is extended and utilized to calculate excited states of He atoms in the presence of strong magnetic fields.Binding energies are presented for He in the five excited atomic states 210-+,110-,210-,11(-1)+,and 2 1(1) + with magnetic field strength ranging from 0.0001 to 10 a.u.The obtained energies are compared with available theoretical data,and found to be in good agreement.We investigate influence of magnetic fields on atomic structures of multielectron atoms,and illustrate that how electron probability density distributions change with increasing magnetic field strength.The current approach is directly applicable to simulations of discrete spectra for He atoms in the atmospheres of magnetized white dwarf stars. 展开更多
关键词 He atom magnetic field B-spline basis
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