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支持向量机与KStar模型预测细胞色素P450酶催化的氧脱烃反应
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作者 王丹 张燕玲 乔延江 《物理化学学报》 SCIE CAS CSCD 北大核心 2011年第2期343-351,共9页
分别以支持向量机(SVM)和KStar方法为基础,构建了代谢产物的分子形状判别和代谢反应位点判别的嵌套预测模型.分子形状判别模型是以272个分子为研究对象,计算了包括分子拓扑、二维自相关、几何结构等在内的1280个分子描述符,考查了支持... 分别以支持向量机(SVM)和KStar方法为基础,构建了代谢产物的分子形状判别和代谢反应位点判别的嵌套预测模型.分子形状判别模型是以272个分子为研究对象,计算了包括分子拓扑、二维自相关、几何结构等在内的1280个分子描述符,考查了支持向量机、决策树、贝叶斯网络、k最近邻这四种机器学习方法建立分类预测模型的准确性.结果表明,支持向量机优于其他方法,此模型可用于预测分子能否被细胞色素P450酶催化发生氧脱烃反应.代谢反应位点判别模型以538个氧脱烃反应代谢位点为研究对象,计算了表征原子能量、价态、电荷等26个量子化学特征,比较了决策树、贝叶斯网络、KStar、人工神经网络建模的准确率.结果显示,KStar模型的准确率、敏感性、专一性均在90%以上,对分子形状判别模型筛选出的分子,此模型能较好地判断出哪个C―O键发生断裂.本文以15个代谢反应明确的中药分子为验证集,验证模型准确性,研究结果表明基于SVM和KStar的嵌套预测模型具有一定的准确性,有助于开展中药分子氧脱烃代谢产物的预测研究. 展开更多
关键词 支持向量机 细胞色素P450酶 kstar 氧脱烃反应
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Current Status of the KSTAR Engineering
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作者 J.S.Bak K.Kim +6 位作者 C.H.Choi Y.K.Oh B.C.Kim N.I.Her H.L.Yang G.S.Lee the KSTAR Team 《Plasma Science and Technology》 SCIE EI CAS CSCD 2004年第1期2159-2165,共7页
As there is substantial progress in the KSTAR tokamak engineering, all themajor structures and sub-systems are under fabrication and in procurement phase. The vacuum vessel,port, cryostat cylinder, lid, and bellows ar... As there is substantial progress in the KSTAR tokamak engineering, all themajor structures and sub-systems are under fabrication and in procurement phase. The vacuum vessel,port, cryostat cylinder, lid, and bellows are being rigorously fabricated in the factory. The lowerpart of the KSTAR such as cryostat base and gravity support has been almost finished in itsfabrication. There are also great progresses and significant results in manufacturing of thesuperconducting magnet, including four Toroidal Field (TF) coils, lower and upper PF7 coils whichare the largest Poloidal Field (PF) coils. The TFOO coil, which has been made for test and back-upof the TF magnet system, was successfully tested in the cool-down and current charging. As thefabrications and procurements of major structures have been actively proceeded, assembly works werealso launched from Aug. 2003. More detailed description on these status, results, and plans will bedescribed in this paper. 展开更多
关键词 kstar tokamak vacuum vessel MAGNET CRYOSTAT tokamak assembly
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Performance of a New Ion Source for KSTAR Tokamak Plasma Heating
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作者 Tae-Seong KIM Seung Ho JEONG +2 位作者 Doo Hee CHANG Kwang Won LEE Sang-Ryul IN 《Plasma Science and Technology》 SCIE EI CAS CSCD 2014年第6期620-624,共5页
In the experimental campaign of 2010 and 2011 on KSTAR, the NBI-1 system was equipped with one prototype ion source and operated successfully, providing a neutral beam power of 0.7-1.6 MW to the tokamak plasma. The ne... In the experimental campaign of 2010 and 2011 on KSTAR, the NBI-1 system was equipped with one prototype ion source and operated successfully, providing a neutral beam power of 0.7-1.6 MW to the tokamak plasma. The new ion source planned for the 2012 KSTAR campaign had a much more advanced performance compared with the previous one. The target performance of the new ion source was to provide a neutral deuterium beam of 2 MW to the tokamak plasma. The ion source was newly designed, fabricated, and assembled in 2011. The new ion source was then conditioned up to 64 A/100 keV over a 2-hour beam extraction and performance tested at the NB test stand (NBTS) at the Korea Atomic Energy Research Institute (KAERI) in 2012. The measured optimum perveance at which the beam divergence is a minimum was about 2.5μP, and the minimum beam divergent angle was under 1.0° at 60 keV. These results indicate that the 2.0 MW neutral beam power at 100 keV required for the heating of plasma in KSTAR can be delivered by the installation of the new ion source in the KSTAR NBI-1 system. 展开更多
关键词 NBI ion source kstar neutral beam plasma heating positive based ion
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Present Status of the KSTAR Superconducting Magnet System Development
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作者 Keeman Kim H.K.Park +26 位作者 K.R.Park B.S.Lim S.I.Lee M.K.Kim Y.Chu W.H.Chung S.H.Baek J.Y.Cho H.Yonekawa A.Chertovskikh Y.B.Chang J.S.Kim C.S.Kim D.J.Kim N.H.Song K.P.Kim Y.J.Song I.S.Woo W.S.Han D.K.Lee Y.K.Oh K.W.Cho J.S.Park G.S.Lee H.J.Lee T.K.Ko S.J.Lee 《Plasma Science and Technology》 SCIE EI CAS CSCD 2004年第5期2445-2450,共6页
The mission of Korea Superconducting Tokamak Advanced Research (KSTAR)project is to develop an advanced steady-state superconducting tokamak for establishing a scientificand technological basis for an attractive fusio... The mission of Korea Superconducting Tokamak Advanced Research (KSTAR)project is to develop an advanced steady-state superconducting tokamak for establishing a scientificand technological basis for an attractive fusion reactor. Because one of the KSTAR mission is toachieve a steady-state operation, the use of superconducting coils is an obvious choice for themagnet system. The KSTAR superconducting magnet system consists of 16 Toroidal Field (TF) coils and14 Poloidal Field (PF) coils. Internally-cooled Cable-In-Conduit Conductors (CICC) are put into usein both the TF and PF coil systems. The TF coil system provides a field of 3.5 T at the plasmacenter and the PF coil system is able to provide a flux swing of 17 V-sec. The major achievement inKSTAR magnet-system development includes the development of CICC, the development of a full-size TFmodel coil, the development of a coil system for background magnetic-field generation , theconstruction of a large-scale superconducting magnet and CICC test facility. TF and PF coils are inthe stage of fabrication to pave the way for the scheduled completion of KSTAR by the end of 2006. 展开更多
关键词 superconducting magnet kstar CICC
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KSTAR托卡马克设计
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作者 G.S.Lee 王尚柄 《国外核聚变》 2002年第2期67-72,共6页
韩国超导托卡马克(KSTAR)探索性研究项目是韩国国家聚变计划的重点项目,其主要工作是研制能稳态运行的先进超导托卡马克,为具有吸引力的聚变堆建立科学技术基础。该托卡马克的主要参数是,大半径1.8m,小半径0.5m,环向场3.5T,环... 韩国超导托卡马克(KSTAR)探索性研究项目是韩国国家聚变计划的重点项目,其主要工作是研制能稳态运行的先进超导托卡马克,为具有吸引力的聚变堆建立科学技术基础。该托卡马克的主要参数是,大半径1.8m,小半径0.5m,环向场3.5T,环向场3.5T,等离子体电流2MA,并具有强变形的等离子体横截面和双零偏滤器。最初由极向磁系统提供的脉冲长度为20s,但是通过非感应电流驱动脉冲长度可以增大到300s。等离子体加热和电流驱动系统包括中性束,离子回旋波,低杂波和电子回旋波,它们都可用于灵活的剖面控制。全套诊断设备计划用于等离子体控制和特性计算以及对物理学的了解。该项目已经完成概念设计阶段,进入到工程设计阶段。首次产生等离子体的日期确定在2002年。 展开更多
关键词 kstar项目 超导托卡马克 聚变反应堆 聚变计划 韩国
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KSTAR新款在线式UPS
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《电脑采购》 2002年第9期13-13,共1页
VPOWER新系列三款产品型号分别是:VP6810、VP6820和VP6830,专为PC机、工作站和服务器提供电源保护。新系列产品吸取了国内外同档次UPS的各种优点,比如采用了ABM智能电池管理系统,这在国产UPS中可谓凤毛麟角,该系统可通过对电池不同阶段... VPOWER新系列三款产品型号分别是:VP6810、VP6820和VP6830,专为PC机、工作站和服务器提供电源保护。新系列产品吸取了国内外同档次UPS的各种优点,比如采用了ABM智能电池管理系统,这在国产UPS中可谓凤毛麟角,该系统可通过对电池不同阶段采取不同的充电方式,将电池的使用寿命延长两倍:优点2是丰富而人性化设计的前面板型号显示,使操作人员对UPS的工作状态及负载情况一目了然;优点3为多种规格标准的输出插座。 展开更多
关键词 在线式 kstar 电池管理系统 电源保护 人性化设计 规格标准 充电方式 产品型号 系列产品 负载情况
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超导托卡马克工程研究概况 被引量:2
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作者 丁逸骁 朱银锋 《低温与超导》 CAS CSCD 北大核心 2011年第8期36-41,共6页
首先简述了超导托卡马克的关键组成,接着归纳了在建的国际热核实验堆-ITER、日本的JT-60SA,以及中国和韩国先后建成并成功进行放电实验的EAST和KSTAR的研究现状,最后指出了超导托卡马克的发展趋势。
关键词 核聚变 托克马克 ITER JT-60SA EAST kstar
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亚洲托卡马克超导磁体研究新进展 被引量:2
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作者 王志 朱学武 《低温与超导》 CAS CSCD 北大核心 2002年第1期16-21,共6页
简要回顾了世界托卡马克超导磁体研究的进展 ,重点介绍了全超导托卡马克装置中国的 HT- 7U、韩国的 KSTAR及日本开展的 ITER中心螺线管模型线圈研究的新进展。最后对亚洲在这一领域近几年的发展做了归纳。
关键词 托卡马克装置 超导磁体 CS模型线圈 亚洲 HT-7U kstar ITER
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市场行情
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《新疆金融》 1996年第11期55-56,共2页
关键词 调制解调器 kstar 针式打印机 中西文终端 票据打印机 EPSON 产品分类 参考价格 市场行情 规格型号
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Long-range precipitation forecasts using paleoclimate reconstructions in the western United States
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作者 Christopher Allen CARRIER Ajay KALRA Sajjad AHMAD 《Journal of Mountain Science》 SCIE CSCD 2016年第4期614-632,共19页
Long-range precipitation forecasts are useful when managing water supplies.Oceanicatmospheric oscillations have been shown to influence precipitation.Due to a longer cycle of some of the oscillations,a short instrumen... Long-range precipitation forecasts are useful when managing water supplies.Oceanicatmospheric oscillations have been shown to influence precipitation.Due to a longer cycle of some of the oscillations,a short instrumental record is a limitation in using them for long-range precipitation forecasts.The influence of oscillations over precipitation is observable within paleoclimate reconstructions;however,there have been no attempts to utilize these reconstructions in precipitation forecasting.A data-driven model,KStar,is used for obtaining long-range precipitation forecasts by extending the period of record through the use of reconstructions of oscillations.KStar is a nearest neighbor algorithm with an entropy-based distance function.Oceanic-atmospheric oscillation reconstructions include the El Nino-Southern Oscillation(ENSO),the Pacific Decadal Oscillation(PDO),the North Atlantic Oscillation(NAO),and the Atlantic Multi-decadal Oscillation(AMO).Precipitation is forecasted for 20 climate divisions in the western United States.A 10-year moving average is applied to aid in the identification of oscillation phases.A lead time approach is used to simulate a one-year forecast,with a 10-fold cross-validation technique to test the models.Reconstructions are used from 1658-1899,while the observed record is used from 1900-2007.The model is evaluated using mean absolute error(MAE),root mean squared error(RMSE),RMSE-observations standard deviation ratio(RSR),Pearson's correlation coefficient(R),NashSutcliffe coefficient of efficiency(NSE),and linear error in probability space(LEPS) skill score(SK).The role of individual and coupled oscillations is evaluated by dropping oscillations in the model.The results indicate 'good' precipitation estimates using the KStar model.This modeling technique is expected to be useful for long-term water resources planning and management. 展开更多
关键词 降水预报 古气候重建 美国西部 太平洋年代际振荡 大气振荡 均方根误差 平均绝对误差 驱动模型
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韩国的核聚变研究现状及发展战略
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作者 康卫红 《世界科技研究与发展》 CSCD 2014年第2期210-216,共7页
韩国是世界上开展热核聚变研究较晚的国家,从上世纪60年代小规模的实验室等离子体研究,到70年代晚期大学开展聚变研究,先后研制并创建了若干托卡马克装置。上世纪90年代,韩国政府提出让韩国的聚变研究腾飞,走在聚变科学和技术的最前沿... 韩国是世界上开展热核聚变研究较晚的国家,从上世纪60年代小规模的实验室等离子体研究,到70年代晚期大学开展聚变研究,先后研制并创建了若干托卡马克装置。上世纪90年代,韩国政府提出让韩国的聚变研究腾飞,走在聚变科学和技术的最前沿。为此,韩国超导托卡马克先进反应堆(KSTAR)项目应运而生。本文介绍了韩国政府为支持本国的核聚变能源发展制定的能源政策与方向、KSTAR项目建设及主要成果、韩国ITER国内机构及其承担的ITER项目,以及韩国未来的核聚变战略规划。 展开更多
关键词 韩国 热核聚变 kstar K—DEMO
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