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An improved TDE technique for derivation of 2D turbulence structures based on GPI data in toroidal plasma
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作者 王威策 程钧 +12 位作者 石中兵 严龙文 黄治辉 弋开阳 吴娜 何钰 邹千 陈熙 张文 陈建 聂林 季小全 钟武律 《Plasma Science and Technology》 SCIE EI CAS CSCD 2024年第3期131-137,共7页
This paper reports an improved time-delay estimation(TDE)technique for the derivation of turbulence structures based on gas-puff imaging data.The improved TDE technique,integrating an inverse timing search and hierarc... This paper reports an improved time-delay estimation(TDE)technique for the derivation of turbulence structures based on gas-puff imaging data.The improved TDE technique,integrating an inverse timing search and hierarchical strategy,offers superior accuracy in calculating turbulent velocity field maps and analyzing blob dynamics,which has the power to obtain the radial profiles of equilibrium poloidal velocity,blob size and its radial velocity,even the fluctuation analysis,such as geodesic acoustic modes and quasi-coherent mode,etc.This improved technique could provide important 2D information for the study of edge turbulence and blob dynamics,advancing the understanding of edge turbulence physics in fusion plasmas. 展开更多
关键词 gas-puff imaging TDE method TURBULENCE velocity field map
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HL-2A 装置边缘湍流与带状流相互作用的实验研究
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作者 方茜 程钧 +8 位作者 王威策 严龙文 黄治辉 吴娜 许宇鸿 唐昌建 石中兵 钟武律 许敏 《核聚变与等离子体物理》 CAS CSCD 北大核心 2024年第1期72-77,共6页
利用组合静电探针阵列研究了HL-2A装置中湍流与带状流相互作用的动力学过程。实验结果表明,在粒子注入后的等离子体恢复阶段,边界区径向电场剖面逐渐变陡,湍流相干尺度和带状流幅度相应增加,而湍流强度随之降低。这些实验提供了带状流... 利用组合静电探针阵列研究了HL-2A装置中湍流与带状流相互作用的动力学过程。实验结果表明,在粒子注入后的等离子体恢复阶段,边界区径向电场剖面逐渐变陡,湍流相干尺度和带状流幅度相应增加,而湍流强度随之降低。这些实验提供了带状流与边缘湍流相互作用的直接实验证据,暗示了能量转移是引起带状流增长的主要原因。 展开更多
关键词 托卡马克 带状流 湍流输运 静电探针 双谱分析
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Evolution of edge turbulent transport induced by L-mode detachment in the HL-2A tokamak
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作者 吴婷 聂林 +17 位作者 余羿 高金明 李俊颜 马会聪 闻杰 柯锐 吴娜 黄治辉 刘亮 郑典麟 弋开阳 高霄雁 王威策 程钧 严龙文 才来中 王占辉 许敏 《Plasma Science and Technology》 SCIE EI CAS CSCD 2023年第1期10-19,共10页
This paper presents the characteristics of L-mode detachment,together with the behavior of edge turbulent transport and plasma confinement on the HL-2A tokamak.Partially detached and pronounced detached states have be... This paper presents the characteristics of L-mode detachment,together with the behavior of edge turbulent transport and plasma confinement on the HL-2A tokamak.Partially detached and pronounced detached states have been achieved in L-mode plasma.Stored energy was maintained before and after detachment.Edge turbulence and its transport have increased obviously in the partially detached state.In the pronounced detached state,redistribution of the density and temperature profiles due to detachment leads to low amplitude of electron temperature and pressure,as well as very weak edge turbulence and transport.Despite strong plasma radiation in the pronounced detached state,reduced edge turbulent transport contributes to maintaining stored energy in detached L-mode plasma in HL-2A.Different detachment states play an important role in the redistribution of density and temperature profiles,which requires further study. 展开更多
关键词 L-mode detachment turbulent transport CONFINEMENT HL-2A tokamak
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中国实验快堆热工参数的自适应BP神经网络预测方法研究 被引量:4
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作者 王东东 杨红义 +2 位作者 王端 林超 王威策 《原子能科学技术》 EI CAS CSCD 北大核心 2020年第10期1809-1816,共8页
中国实验快堆(CEFR)堆芯的热工参数是否超出限值是评价反应堆安全运行的标准。本文针对燃料包壳最高温度预测问题,通过堆芯子通道分析程序COBRA生成数据样本后,开发基于BP神经网络自适应算法的智能预测程序,对于特定的单盒组件,仅需给... 中国实验快堆(CEFR)堆芯的热工参数是否超出限值是评价反应堆安全运行的标准。本文针对燃料包壳最高温度预测问题,通过堆芯子通道分析程序COBRA生成数据样本后,开发基于BP神经网络自适应算法的智能预测程序,对于特定的单盒组件,仅需给出堆芯进口功率和流量,即可实现燃料包壳最高温度的快速准确预测。结果表明,与COBRA相比,在大规模重复性计算的场景下,自开发程序能节约大量计算时间和算力,提高燃料包壳设计和CEFR运行时的操作效率。实验分析得出BP神经网络方法的最大相对误差不超过6%,平均预测相对误差不超过3%,计算效率提升至原程序的300倍,网络模型的预测精度高,且易推广至实验快堆其他参数预测,具有很大的应用前景。 展开更多
关键词 中国实验快堆 燃料包壳最高温度 BP神经网络 自适应方法
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基于自适应BP神经网络的压水堆堆芯换料关键参数的预测方法 被引量:11
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作者 王端 王威策 +1 位作者 潘翠杰 王东东 《原子能科学技术》 EI CAS CSCD 北大核心 2020年第1期112-118,共7页
运用BP(back propagation)人工神经网络的方法,通过实现堆芯装载方式建模、自适应选择网络节点数、调整学习率和随机梯度下降搜索,快速准确地预测了秦山二期压水堆堆芯燃料换料3个关键参数:有效增殖因数、组件功率峰因子、棒功率峰因子... 运用BP(back propagation)人工神经网络的方法,通过实现堆芯装载方式建模、自适应选择网络节点数、调整学习率和随机梯度下降搜索,快速准确地预测了秦山二期压水堆堆芯燃料换料3个关键参数:有效增殖因数、组件功率峰因子、棒功率峰因子,解决了传统方法需消耗大量算力、时间才能计算的问题。数值实验发现,对于超出训练数据以外的情形,BP神经网络方法的最大相对误差仍不超过2%,表明网络模型的可靠性和鲁棒性能较好,且可毫无困难地推广至其他参数预测,对人工智能算法在核工业领域的进一步应用做出了重要的探索。 展开更多
关键词 人工智能 BP神经网络 自适应方法 堆芯参数预测
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HL-2A装置偏滤器靶板热通量的研究
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作者 苗祥淦 高金明 +3 位作者 严龙文 黄治辉 吴娜 王威策 《核聚变与等离子体物理》 CAS CSCD 北大核心 2022年第3期347-353,共7页
用HL-2A装置下偏滤器室内的红外测温系统和靶板朗缪尔探针系统分别测量了HL-2A偏滤器靶板上的等离子体沉积功率分布,并进行了对比分析。对HL-2A外偏滤器靶板热流的径向和环向沉积结构分布特征的分析表明,HL-2A装置上靶板热流在径向上基... 用HL-2A装置下偏滤器室内的红外测温系统和靶板朗缪尔探针系统分别测量了HL-2A偏滤器靶板上的等离子体沉积功率分布,并进行了对比分析。对HL-2A外偏滤器靶板热流的径向和环向沉积结构分布特征的分析表明,HL-2A装置上靶板热流在径向上基本上呈指数衰减分布,其衰减长度在5~7mm左右。 展开更多
关键词 偏滤器 红外测温系统 朗缪尔探针 热通量
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Upgrade of an integrated Langmuir probe system on the closed divertor target plates in the HL-2A tokamak
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作者 黄治辉 程钧 +14 位作者 吴娜 严龙文 徐红兵 王威策 苗祥淦 弋开阳 许建强 才来中 石中兵 董家齐 刘仪 钟武律 杨青巍 许敏 段旭如 《Plasma Science and Technology》 SCIE EI CAS CSCD 2022年第5期9-16,共8页
A newly designed divertor Langmuir probe diagnostic system has been installed in a rare closed divertor of the HL-2A tokamak and steadily operated for the study of divertor physics involved edge-localized mode mitigat... A newly designed divertor Langmuir probe diagnostic system has been installed in a rare closed divertor of the HL-2A tokamak and steadily operated for the study of divertor physics involved edge-localized mode mitigation,detachment and redistribution of heat flux,etc.Two sets of probe arrays including 274 probe tips were placed at two ports(approximately 180°separated toroidally),and the spatial and temporal resolutions of this measurement system could reach6 mm and 1μs,respectively.A novel design of the ceramic isolation ring can ensure reliable electrical insulation property between the graphite tip and the copper substrate plate where plasma impurities and the dust are deposited into the gaps for a long experimental time.Meanwhile,the condition monitoring and mode conversion between single and triple probe of the probe system could be conveniently implemented via a remote-control station.The preliminary experimental result shows that the divertor Langmuir probe system is capable of measuring the high spatiotemporal parameters involved the plasma density,electron temperature,particle flux as well as heat flux during the ELMy H-mode discharges. 展开更多
关键词 Langmuir probe H-mode discharge HL-2A tokamak divertor physics
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Scaling Laws of Heat Flux Width in the HL-2A Closed Divertor Tokamak
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作者 严龙文 高金明 +12 位作者 苗祥淦 黄治辉 吴娜 陈文锦 吴婷 王威策 刘亮 何小雪 弋开阳 何钰 聂林 石中兵 钟武律 《Chinese Physics Letters》 SCIE EI CAS CSCD 2022年第11期37-41,共5页
The scaling law of divertor heat flux width is one of the key topics of magnetic confinement fusion,which is almost inversely proportional to the poloidal magnetic field on some opened divertor tokamaks.This work focu... The scaling law of divertor heat flux width is one of the key topics of magnetic confinement fusion,which is almost inversely proportional to the poloidal magnetic field on some opened divertor tokamaks.This work focuses on the scaling laws of the closed divertor heat flux width in the HL-2 A tokamak under different discharge conditions,such as the Ohmic,L-and H-modes.The results indicate that there are basic similarities of the scaling laws of the heat flux width between the opened and closed divertors.However,a larger spreading width in the private flux region is found,which is relevant to a small expansion factor of the magnetic flux in the closed divertor. 展开更多
关键词 TOKAMAK magnetic SCALING
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Impact of the mass isotope on plasma confinement and transport properties in the HL-2A tokamak
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作者 何钰 程钧 +12 位作者 许宇鸿 方茜 栗钰彩 许健强 王威策 严龙文 黄治辉 吴娜 蒋敏 石中兵 刘仪 钟武律 许敏 《Plasma Science and Technology》 SCIE EI CAS CSCD 2022年第9期31-36,共6页
The impact of the mass isotope on plasma conflnement and transport properties has been investigated in Ohmically-heated hydrogen and deuterium plasmas in the HL-2 A tokamak.Experimental results show that under similar... The impact of the mass isotope on plasma conflnement and transport properties has been investigated in Ohmically-heated hydrogen and deuterium plasmas in the HL-2 A tokamak.Experimental results show that under similar discharge parameters the deuterium plasma has better conflnement and lower turbulent transport than the hydrogen one,and concomitantly,it is found that the magnitude of geodesic acoustic mode zonal flows,the tilting angle of the Reynolds stress tensor and the turbulence correlation lengths are all larger in the edge region of the deuterium plasma.The results provide direct experimental evidence on the importance of the nonlinear energy coupling between ambient turbulence and zonal flows for governing the isotope effects in fusion plasmas. 展开更多
关键词 isotope effect conflnement and transport turbulence and zonal flows
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