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基于混合策略的英语基本名词短语识别——边界统计和词性串规则校正相结合的策略 被引量:2
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作者 梁颖红 赵铁军 +2 位作者 姚建民 于浩 徐冰 《计算机工程与应用》 CSCD 北大核心 2004年第35期1-3,121,共4页
基本名词短语识别是自然语言处理领域非常重要的子任务。文中总结了一些有代表性的基本名词短语识别方法,并对多种典型英语基本名词短语识别的结果进行了比较和对照,提出并实现了边界统计和词性串校正相结合的英语基本名词短语识别方法... 基本名词短语识别是自然语言处理领域非常重要的子任务。文中总结了一些有代表性的基本名词短语识别方法,并对多种典型英语基本名词短语识别的结果进行了比较和对照,提出并实现了边界统计和词性串校正相结合的英语基本名词短语识别方法。该方法把基本名词短语识别分成主次分明的两部分,边界统计作为主要部分能够正确识别出大部分基本名词短语,词性串规则作为辅助手段在对前者识别出的基本名词短语进行核对和校正的同时还对边界统计方法遗漏的基本名词短语进行再回收。此方法中,词性串规则弥补了边界统计无法顾及基本名词短语内部组合规律的缺点,提高了精确率和召回率。采用此方法,基本名词短语识别的精确率达到96.22%,召回率97.59%,Fβ=196.90%,F值超出了目前报道的最好结果。 展开更多
关键词 基本名词短语识别 英语 混合策略 语块 边界统计 词性串规则校正
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随机振动结构声辐射的统计边界点法分析 被引量:7
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作者 王秀峰 陈心昭 《声学技术》 CSCD 2001年第3期107-109,128,共4页
文章利用作者提出的统计边界点法 ,对随机振动结构声辐射的计算进行了研究。文中详细地介绍了统计边界点法 ,并以随机振动球为例 ,计算了其在表面振速功率谱密度函数分布已知情况下的随机声场 ,并与解析解以及统计边界元法的计算结果进... 文章利用作者提出的统计边界点法 ,对随机振动结构声辐射的计算进行了研究。文中详细地介绍了统计边界点法 ,并以随机振动球为例 ,计算了其在表面振速功率谱密度函数分布已知情况下的随机声场 ,并与解析解以及统计边界元法的计算结果进行了比较。结果表明 :该方法与统计边界元法相比 ,在边界剖分相同的情况下 ,能够在相当宽的振动频率范围内 。 展开更多
关键词 随机振动 结构振动 声辐射 统计边界点法 边界积分方程 机械振动
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产业集群统计边界的确定方法 被引量:1
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作者 曾繁英 吴胜誉 《统计与决策》 CSSCI 北大核心 2008年第23期4-6,共3页
确定产业集群统计边界是实施集群信息统计的需要,集群信息统计是发展集群经济的需要。文章认为:集群统计边界确定属于方法论范畴,应分两步进行。首先应用区位商法识别某一地区是否存在产业集群;然后应用投入产出法判断处于地理边界上的... 确定产业集群统计边界是实施集群信息统计的需要,集群信息统计是发展集群经济的需要。文章认为:集群统计边界确定属于方法论范畴,应分两步进行。首先应用区位商法识别某一地区是否存在产业集群;然后应用投入产出法判断处于地理边界上的企业是否属于集群成员。 展开更多
关键词 产业集群 统计边界 区位商法 投入产出分析法
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随机振动声辐射计算的三次B样条插值的统计边界元法 被引量:1
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作者 王秀峰 陈心昭 《黑龙江科技学院学报》 CAS 2001年第2期5-8,共4页
基于三次B样条插值的统计边界无法,对随机振动结构声辐射的计算进行了研究。以随机振动球作为算例,计算了其在表面振速功率谱密度函数分布已知情况下的随机声场,计算结果与理论解比较表明:即使在边界剖分比较粗的情况下,利用该方... 基于三次B样条插值的统计边界无法,对随机振动结构声辐射的计算进行了研究。以随机振动球作为算例,计算了其在表面振速功率谱密度函数分布已知情况下的随机声场,计算结果与理论解比较表明:即使在边界剖分比较粗的情况下,利用该方法计算随机振动结构声辐射问题在相当宽的振动频率范围内,也能给出良好的计算精度。 展开更多
关键词 声辐射 统计边界元法 三次B样条函数 随机振动 振动频率
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计算随机振动结构声辐射的统计体积源边界点法 被引量:5
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作者 王秀峰 陈心昭 《振动工程学报》 EI CSCD 北大核心 2001年第4期392-397,共6页
机器的机械振动在音频范围内大多是具有明显随机性的随机过程 ,单纯通过有限元、边界元等传统的数值方法不能计算这类具有随机边界条件的结构声辐射问题。本文提出将体积源边界点法和统计方法相结合的统计体积源边界点法 ,导出了求解随... 机器的机械振动在音频范围内大多是具有明显随机性的随机过程 ,单纯通过有限元、边界元等传统的数值方法不能计算这类具有随机边界条件的结构声辐射问题。本文提出将体积源边界点法和统计方法相结合的统计体积源边界点法 ,导出了求解随机振动物体辐射声场的计算公式。通过求解随机声场算例的计算 。 展开更多
关键词 随机振动 边界积分方程 声辐射 统计体积源边界点法 机械结构
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随机复合材料统计多尺度边界元算法研究 被引量:2
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作者 李义强 杨自豪 杨志强 《航空工程进展》 CSCD 2017年第2期199-205,共7页
热传输行为是空天飞行器热防护系统服役过程中的重要问题,研究随机复合材料的热传输机理,可为热防护系统材料与结构的一体化设计提供理论依据。针对随机复合材料的热传导问题,发展一种统计多尺度边界元算法,首先建立等效材料参数的统计... 热传输行为是空天飞行器热防护系统服役过程中的重要问题,研究随机复合材料的热传输机理,可为热防护系统材料与结构的一体化设计提供理论依据。针对随机复合材料的热传导问题,发展一种统计多尺度边界元算法,首先建立等效材料参数的统计多尺度分析模型,然后给出统计意义下等效参数的多尺度边界元预测算法,并通过与理论结果的对比来验证算法的有效性,最后研究微结构分布状态对陶瓷多孔材料等效导热系数的影响。结果表明:采用统计多尺度模型及多尺度边界元算法预测随机复合材料的热传导性能是有效的。 展开更多
关键词 随机复合材料 热传导性能 统计多尺度边界元算法 等效导热系数
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文化旅游产业统计分类逻辑与统计范围边界 被引量:3
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作者 范朋 晏雄 《统计与决策》 CSSCI 北大核心 2022年第17期31-36,共6页
文化旅游产业作为新兴产业门类,其概念及范围较模糊,产业数据收集、统计开展、政策制定难度较大。文章采用文献研究、逻辑分析等方法,以文化旅游产业统计认知为起点,结合国民卫星账户统计工具的思路,借助产业演化和社会分工理论,探究文... 文化旅游产业作为新兴产业门类,其概念及范围较模糊,产业数据收集、统计开展、政策制定难度较大。文章采用文献研究、逻辑分析等方法,以文化旅游产业统计认知为起点,结合国民卫星账户统计工具的思路,借助产业演化和社会分工理论,探究文化旅游产业统计分类的内在逻辑,基于需求和分工两大推动文化旅游产业发展与演进的动力源,将其分为基础文化旅游产业、延伸文化旅游产业。尝试构建了18个大类、69个中类的中国文化旅游产业分类体系,通过建立单位名录库、借助“特有产品”概念、制定严谨说明来界定文化旅游产业边界范围。 展开更多
关键词 文化旅游产业 统计分类 内在逻辑 统计范围边界
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基于SSVM的递归统计不相关特征抽取算法 被引量:3
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作者 任世锦 王小林 +1 位作者 吕俊怀 张晓光 《计算机学报》 EI CSCD 北大核心 2011年第3期443-451,共9页
文章旨在研究数据分布未知的高维、小样本问题的特征抽取算法.基于支持向量机原理和特征统计不相关思想,提出基于散度支持向量机(SSVM)的递归统计不相关特征抽取算法,解决现有算法抽取特征之间存在相关性、算法受到样本分布影响等问题.... 文章旨在研究数据分布未知的高维、小样本问题的特征抽取算法.基于支持向量机原理和特征统计不相关思想,提出基于散度支持向量机(SSVM)的递归统计不相关特征抽取算法,解决现有算法抽取特征之间存在相关性、算法受到样本分布影响等问题.针对高维小样本问题,使用PCA把SSVM优化问题变换到同构低维空间;给出边界鉴别向量集的递归求取方法,把模式高维特征投影到边界鉴别向量集,实现了统计不相关特征的抽取;分析了算法的收敛性和终止条件.文中使用核方法把线性SSVM推广到非线性SSVM,通过KPCA方法把非线性SSVM优化问题转换到低维空间中的等价优化问题,在低维空间抽取不相关非线性特征.仿真结果证明了文中算法的有效性. 展开更多
关键词 散度支持向量机(SSVM) 分类 特征抽取 统计不相关边界鉴别向量 主元分析(PCA)
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分享经济的统计现状与理论界定分析 被引量:1
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作者 王红专 尹飘扬 《产业创新研究》 2018年第10期34-35,共2页
分享经济已经迅速渗透到多个领域。国内外对于分享经济的边界存在一定的争议,导致难以统一设计分享经济的统计口径、统计范围、统计指标。本文结合分享经济统计现状,探讨了分享经济的统计边界,有利于全面地评测分析分享经济的运行情况,... 分享经济已经迅速渗透到多个领域。国内外对于分享经济的边界存在一定的争议,导致难以统一设计分享经济的统计口径、统计范围、统计指标。本文结合分享经济统计现状,探讨了分享经济的统计边界,有利于全面地评测分析分享经济的运行情况,为分享经济的发展方向提供决策依据。 展开更多
关键词 分享经济 统计边界 统计监测
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Fast global motion estimation and moving object extraction algorithm in image sequences 被引量:2
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作者 张涛 费树岷 +1 位作者 李晓东 路红 《Journal of Southeast University(English Edition)》 EI CAS 2008年第2期192-196,共5页
A novel and effective approach to global motion estimation and moving object extraction is proposed. First, the translational motion model is used because of the fact that complex motion can be decomposed as a sum of ... A novel and effective approach to global motion estimation and moving object extraction is proposed. First, the translational motion model is used because of the fact that complex motion can be decomposed as a sum of translational components. Then in this application, the edge gray horizontal and vertical projections are used as the block matching feature for the motion vectors estimation. The proposed algorithm reduces the motion estimation computations by calculating the onedimensional vectors rather than the two-dimensional ones. Once the global motion is robustly estimated, relatively stationary background can be almost completely eliminated through the inter-frame difference method. To achieve an accurate object extraction result, the higher-order statistics (HOS) algorithm is used to discriminate backgrounds and moving objects. Experimental results validate that the proposed method is an effective way for global motion estimation and object extraction. 展开更多
关键词 global motion estimation edge projection higherorder statistics moving object extraction
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数据资产:概念演化与测度方法 被引量:37
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作者 马丹 郁霞 《统计学报》 2020年第2期15-24,共10页
在详细梳理数据资产的演化历程的基础上,通过对数据价值的来源和独特内涵进行分析,从不同角度划分了数据类别并总结了不同类型数据的特征,且引出了将数据纳入资产范围的基本原则和必要条件。参考SNA2008、OECD出版的《知识产权产品资本... 在详细梳理数据资产的演化历程的基础上,通过对数据价值的来源和独特内涵进行分析,从不同角度划分了数据类别并总结了不同类型数据的特征,且引出了将数据纳入资产范围的基本原则和必要条件。参考SNA2008、OECD出版的《知识产权产品资本测度手册》等国际标准和我国现行的国民经济核算体系,给出了数据资产的统计边界和原则,并结合我国数据资产交易市场的现状,以数据库为载体,重点介绍了数据资产的测度方法。之后,针对不同类型的数据资产从五个角度给出了相应的估价方法。最后,对不同数据资产估价方法的利弊进行了讨论。 展开更多
关键词 数据资产化 SNA2008 统计边界 数据估价 跨境数据流动
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Gustiness and coherent structure under weak wind period in atmospheric boundary layer 被引量:2
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作者 Li Qi-Long Cheng Xue-Ling Zeng Qing-Cun 《Atmospheric and Oceanic Science Letters》 CSCD 2016年第1期52-59,共8页
Statistical analysis of turbulent and gusty characteristics in the atmospheric boundary layer under weak wind period has been carried out.The data used in the analysis were from the multilevel ultrasonic anemometer-th... Statistical analysis of turbulent and gusty characteristics in the atmospheric boundary layer under weak wind period has been carried out.The data used in the analysis were from the multilevel ultrasonic anemometer-thermometers at 47 m,120 m,and 280 m levels on Beijing 325 m meteorological tower.The time series of 3D atmospheric velocity were analyzed by using conventional Fourier spectral analysis and decompose into three parts:basic mean flow(period > 10 min),gusty disturbances(1 min < period < 10 min)and turbulence fluctuations(period < 1 min).The results show that under weak mean wind condition:1)the gusty disturbances are the most strong fluctuations,contribute about 60% kinetic energy of eddy kinetic energy and 80% downward flux of momentum,although both the eddy kinetic energy and momentum transport are small in comparison with those in strong mean wind condition;2)the gusty wind disturbances are anisotropic;3)the gusty wind disturbances have obviously coherent structure,and their horizontal and vertical component are negatively correlated and make downward transport of momentum more effectively;4)the friction velocities related to turbulence and gusty wind are approximately constant with height in the surface layer. 展开更多
关键词 Atmospheric boundary layer gusty wind coherent structure weak wind downward flux of momentum
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Consolidation analysis of composite foundation with partially penetrated cement fly-ash gravel(CFG) piles under changing permeable boundary conditions 被引量:3
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作者 邹新军 赵增明 徐洞斌 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第10期4019-4026,共8页
Based on the double-layered foundation theory, the composite ground with partially penetrated cement fly-ash gravel(CFG) piles was regarded as a double-layered foundation including the surface reinforced area and the ... Based on the double-layered foundation theory, the composite ground with partially penetrated cement fly-ash gravel(CFG) piles was regarded as a double-layered foundation including the surface reinforced area and the underlying untreated stratum. Due to the changing permeability property of CFG piles, the whole consolidation process of the composite ground with CFG piles was divided into two stages, i.e., the early stage(permeable CFG pile bodies) and the later stage(impermeable pile bodies). Then, the consolidation equation of the composite foundation with CFG piles was established by using the Terzaghi one-dimensional consolidation theory. Consequently, the unified formula to calculate the excess pore water pressure was derived with the specific solutions for the consolidation degree of composite ground, reinforced area and underlying stratum under instant load obtained respectively. Finally, combined with a numerical example, influencing rules by main factors(including the replacement rate m, the treatment depth h1, the permeability coefficient Ks1, Kv2 and compression modulus Es1, Es2 of reinforced area and underlying stratum) on the consolidation property of composite ground with CFG piles were discussed in detail. The result shows that the consolidation velocity of underlying stratum is slower than that of the reinforced area. However, the consolidation velocity of underlying stratum is slow at first then fast as a result of the transferring of effective stress to the underlying stratum during the dissipating process of excess pore water pressure. 展开更多
关键词 composite ground CFG piles permeability double-layered foundation consolidation degree
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绿色产业or黑色产业:旅游业碳排放统计边界的反思与重构 被引量:1
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作者 明庆忠 常易 《中国生态旅游》 2022年第4期583-602,共20页
科学界定旅游业碳排放统计边界既是低碳旅游研究的难点,也是制定旅游业碳减排政策与措施的关键。已有研究在统计指标选取上多以借鉴和优化为主,计算结果难以相互佐证。文章基于经济学和法学相关领域溯源,逐一评价了现行统计指标,研究发... 科学界定旅游业碳排放统计边界既是低碳旅游研究的难点,也是制定旅游业碳减排政策与措施的关键。已有研究在统计指标选取上多以借鉴和优化为主,计算结果难以相互佐证。文章基于经济学和法学相关领域溯源,逐一评价了现行统计指标,研究发现:(1)影响旅游业碳排放统计边界的主要因素是研究视角不同、统计口径混用,导致研究结果之间“横向不可比,纵向不可加”;(2)“狭义”和“广义”统计边界的主要区别是后者在“污染者付费”的基础上兼顾“受益者负担”原则;(3)基于“属地责任原则”,外部交通不属于旅游目的地碳源,而应计入“广义”的统计边界。研究指出:旅游业碳减排措施应明晰责任边界和外部性,兼顾经济收益和环境代价;在边界相对统一的前提下,不同研究对象的碳强度不同,旅游业是否为绿色产业应视具体情况而定。 展开更多
关键词 旅游业碳排放 统计边界 责任边界 碳计量 双碳目标
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Heat absorption control equation and its application of cool-wall cooling system in mines 被引量:2
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作者 CHANG Zhang-yu JI Jing-wei +2 位作者 WANG Ke-yi NI Lu LI Ning-ning 《Journal of Central South University》 SCIE EI CAS CSCD 2021年第9期2735-2751,共17页
In order to solve the heat damages in deep mines, a cool-wall cooling technology and its working model are proposed based on the principles of heat absorption and insulation in this paper. During this process, the dif... In order to solve the heat damages in deep mines, a cool-wall cooling technology and its working model are proposed based on the principles of heat absorption and insulation in this paper. During this process, the differential equation of thermal equilibrium for roadway control unit is built, and the heat adsorption control equation of cool-wall cooling system is derived by an integral method, so as to obtain the quantitative relationship among the heat absorption capacity of cooling system, the heat dissipating capacity of surrounding rock and air temperature change. Then, the heat absorption capacity required by air temperature less than the standard value for safety is figured out by section iterative method with the simultaneous solution of heat absorption control equation and the heat dissipation density equation of surrounding rock. Finally, the results show that as the air temperature at the inlet of roadway is 25 ℃, the roadway wall is covered by heat-absorbing plate up to 39% of the area, as well as the cold water is injected into the heat-absorbing plate with a temperature of 20 ℃ and a mass flow of 113.6 kg/s, the air flow temperature rise per kilometer in the roadway can be less than 3 ℃. 展开更多
关键词 cold-wall cooling system heat absorption control equation heat dissipation boundary conditions safe thermal environment system design
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A simple method to extract glacier length based on Digital Elevation Model and glacier boundaries for simple basin type glacier 被引量:3
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作者 JI Qin YANG Tai-bao +3 位作者 HE Yi QIN Yan DONG Jun HU Fan-sheng 《Journal of Mountain Science》 SCIE CSCD 2017年第9期1776-1790,共15页
Glacier length is a key morphological element that has many glaciological applications; however, it is often difficult to determine, especially for glaciers that cover larger spatial areas or those that exhibit freque... Glacier length is a key morphological element that has many glaciological applications; however, it is often difficult to determine, especially for glaciers that cover larger spatial areas or those that exhibit frequent temporal change. In this paper, we describe a new Arc GIS-based method that can derive glacier flow lines for determining glacier length based on digital elevation model and glacier outlines. This method involves(1) extraction of the highest and lowest points on a glacier,(2) calculation of 10-m contour lines on the glacier from 10 m to 100 m height, and(3) connection of the midpoints of each contour line with the highest and the lowest points in order to create a flow line, which is subsequently smoothed. In order to assess the reliability of this method, we tested the algorithm's results against flow lines calculated using field measurements, analysing data from the Chinese Glacier Inventory, and manual interpretation. These data showed that the new automated method is effective in deriving glacier flow lines when contour lines are relatively large; in particular, when they are between 70 m and 100 m. Nonetheless, a key limitation of the algorithm is the requirement to automatically delete repeated and closed curves in the pre-treatment processes. In addition to calculating glacier flow lines for derivation of glacier length, this method also can be used to effectively determine glacier terminus change. 展开更多
关键词 Glacier length Flow lines Glacier boundary DEM Arc GIS
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A refinement of scaling laws in wall turbulence
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作者 张珂 《Journal of Chongqing University》 CAS 2009年第3期195-200,共6页
As a universal conclusion of turbulent scale, scaling laws are important to the research on statistic turbulence. We measured two-dimensional instantaneous velocity field in turbulent boundary layers of flat plate wit... As a universal conclusion of turbulent scale, scaling laws are important to the research on statistic turbulence. We measured two-dimensional instantaneous velocity field in turbulent boundary layers of flat plate with the momentum thickness Reynolds number Reθ=2 167. Scaling laws have different forms in different wall distance and scale. We proposed an expected scaling law and compared it with the She-Leveque (SL) scaling law based on the wavelet analysis and traditional statistical methods. Results show that the closer to the wall, the more the expected scaling law approached to the SL scaling law. 展开更多
关键词 turbulent boundary layer probability density function particle image velocimetry scaling laws
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Statistical characteristics of the equatorial boundary of the nightside auroral particle precipitation 被引量:1
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作者 NIU YanYuan ZHANG XiaoXin +1 位作者 HE Fei JIANG Yong 《Science China Earth Sciences》 SCIE EI CAS CSCD 2015年第9期1602-1608,共7页
Based on the auroral electron/ion precipitation boundary database observed by the DMSP satellites during 1984–2009, the characteristics of the nightside equatorial boundaries of the electron precipitation(B1E) and ... Based on the auroral electron/ion precipitation boundary database observed by the DMSP satellites during 1984–2009, the characteristics of the nightside equatorial boundaries of the electron precipitation(B1E) and the ion precipitation(B1I) in the Northern/Southern Hemispheres(NH/SH) are statistically investigated. The results show: That most of the boundaries are located between magnetic latitude(MLAT) of 60°–70° with the mean MLAT for B1E/B1 I to be 64.30°N/63.22°N and 64.48°S/63.26°S in the NH and SH, respectively, indicating that B1 E and B1 I in both hemispheres are located in conjugated magnetic field lines with B1 E ~1.2° poleward of B1I; that the MLAT of B1 E and B1 I in both hemispheres shift to lower MLAT(from ~70° to ~55°) as geomagnetic activity increases; that MLAT of both B1 E and B1 I and their differences slowly decrease from dusk to midnight with some difference in both hemispheres during different levels of geomagnetic activities; that B1 E and B1 I in both hemisphere decrease linearly with Kp and exponentially with Dst, AE, and SYM-H, respectively, demonstrating that auroral particle precipitation is closely related with geomagnetic activity; that in different magnetic local time(MLT) sectors, the changing rates of the boundaries with Kp are different, and the rates of B1 E are generally larger than that of B1 I, implying that the difference between B1 E and B1 I reduce with increasing geomagnetic activity. Compared with previous studies, the statistical results based on the long-term large database in this paper can well reflect the properties of the equatorial boundaries of auroral precipitation and may be used for physical modeling or space weather forecasting in future. 展开更多
关键词 auroral particle precipitation equatorial boudanry statistical characteristics geomagnetic activity
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Scaled boundary isogeometric analysis for 2D elastostatics 被引量:6
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作者 LIN Gao ZHANG Yong +1 位作者 HU ZhiQiang ZHONG Hong 《Science China(Physics,Mechanics & Astronomy)》 SCIE EI CAS 2014年第2期286-300,共15页
A new numerical method,scaled boundary isogeometric analysis(SBIGA)combining the concept of the scaled boundary finite element method(SBFEM)and the isogeometric analysis(IGA),is proposed in this study for 2D elastosta... A new numerical method,scaled boundary isogeometric analysis(SBIGA)combining the concept of the scaled boundary finite element method(SBFEM)and the isogeometric analysis(IGA),is proposed in this study for 2D elastostatic problems with both homogenous and inhomogeneous essential boundary conditions.Scaled boundary isogeometric transformation is established at a specified scaling center with boundary isogeometric representation identical to the design model imported from CAD system,which can be automatically refined without communication with the original system and keeping geometry invariability.The field variable,that is,displacement,is constructed by the same basis as boundary isogeometric description keeping analytical features in radial direction.A Lagrange multiplier scheme is suggested to impose the inhomogeneous essential boundary conditions.The new proposed method holds the semi-analytical feature inherited from SBFEM,that is,discretization only on boundaries rather than the entire domain,and isogeometric boundary geometry from IGA,which further increases the accuracy of the solution.Numerical examples,including circular cavity in full plane,Timoshenko beam with inhomogenous boundary conditions and infinite plate with circular hole subjected to remotely tension,demonstrate that SBIGA can be applied efficiently to elastostatic problems with various boundary conditions,and powerful in accuracy of solution and less degrees of freedom(DOF)can be achieved in SBIGA than other methods. 展开更多
关键词 scaled boundary isogeometric analysis SBFEM IGA ELASTOSTATICS inhomogeneous essential boundary condition
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Calculations of the bounds on limit cycle oscillations in nonlinear aeroelastic systems based on equivalent linearization 被引量:1
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作者 CHEN FeiXin LIU JiKe CHEN YanMao 《Science China(Technological Sciences)》 SCIE EI CAS 2014年第6期1249-1256,共8页
The nonlinear aeroelastic system of an airfoil with an external store was investigated,with emphasis on the bounds of limit cycle oscillations(LCOs).Based on the equivalent linearization,an approach was proposed to ca... The nonlinear aeroelastic system of an airfoil with an external store was investigated,with emphasis on the bounds of limit cycle oscillations(LCOs).Based on the equivalent linearization,an approach was proposed to calculate the bounds on LCOs over the full flight envelope.The bounds are determined directly without solving LCOs one by one as the flow speed varies.The presented approach can provide us with the maximal LCO amplitudes and the lower threshold for flow speed beyond which LCOs may arise.Numerical examples show that the obtained bounds are in nice agreement with numerical simulation results.The speed threshold can be predicted to a relative error less than 0.1%,and the maximal LCO amplitude to about 3%.The influences of the system parameters on the speed threshold for speed were investigated efficiently by the proposed approach. 展开更多
关键词 nonlinear aeroelastic limit cycle oscillation BOUND equivalent linearization
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