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砂岩型铀矿实测密度拟合研究
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作者 李磊 王伟 赵希刚 《地质论评》 CAS CSCD 北大核心 2023年第S01期163-164,共2页
砂岩型铀矿资源量—储量计算过程中矿石密度是重要的技术参数,影响到矿石量的多少和地浸铀矿的开采,目前可地浸砂岩型铀矿储量计算中所采用的密度值通常是石蜡法测定的。常规石蜡法密度测定涉及到取样的及时性和测定的人为影响误差、工... 砂岩型铀矿资源量—储量计算过程中矿石密度是重要的技术参数,影响到矿石量的多少和地浸铀矿的开采,目前可地浸砂岩型铀矿储量计算中所采用的密度值通常是石蜡法测定的。常规石蜡法密度测定涉及到取样的及时性和测定的人为影响误差、工作效率低和存在放射性照射的职业健康危险等缺点,本文在前人的研究的基础上. 展开更多
关键词 密度拟合 误差 鄂尔多斯盆地南部
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基于概率密度拟合的风电功率波动特性研究 被引量:2
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作者 倪识远 胡志坚 《湖北电力》 2014年第6期12-15,18,共5页
本文分别使用了正态分布、t location scale分布和logistic分布对风功率波动的概率密度进行拟合,并且通过t location scale分布分析了风电机组及风电场的概率数值特征。建立了基于欧式空间的波动信息丢失度量模型,分析了功率波动的平稳... 本文分别使用了正态分布、t location scale分布和logistic分布对风功率波动的概率密度进行拟合,并且通过t location scale分布分析了风电机组及风电场的概率数值特征。建立了基于欧式空间的波动信息丢失度量模型,分析了功率波动的平稳性和不同时间尺度下风功率波动信息的丢失率。通过数据分析,得出了随着时间尺度的增大,风电功率波动的相对可变性呈现上升的趋势,风电功率波动的时空分布具有一定的趋势性的结论。 展开更多
关键词 基于概率密度拟合的风电功率波动特性研究
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基于图形处理单元与密度拟合近似的单精度耦合簇CCSD和CCSD(T)程序 被引量:1
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作者 王治钒 何冰 +1 位作者 路艳朝 王繁 《化学学报》 SCIE CAS CSCD 北大核心 2022年第10期1401-1409,共9页
作者此前工作表明,在耦合簇CCSD (Coupled-Cluster approaches within the singles and doubles approximation)与CCSD(T)(CCSD approaches augmented by a perturbative treatment of triple excitations)计算中结合单精度数与消费型... 作者此前工作表明,在耦合簇CCSD (Coupled-Cluster approaches within the singles and doubles approximation)与CCSD(T)(CCSD approaches augmented by a perturbative treatment of triple excitations)计算中结合单精度数与消费型图形处理单元(GPU),可以显著提高计算速度.然而由于CCSD(T)计算对内存的巨大需求以及消费型GPU的内存限制,在利用消费型GPU进行加速时,不考虑利用空间对称性的情况下,此前开发的CCSD(T)程序仅能用于计算300~400个基函数的体系.利用密度拟合(Density-Fitting,DF)处理双电子积分可以显著降低CCSD(T)计算过程中的内存需求,本工作发展了基于密度拟合近似并结合单精度数进行运算的DF-CCSD(T)程序,该程序可用于包含700个基函数的无对称性体系的单点能计算,以及包含1700个基函数的有对称性体系.本工作所使用的计算节点配置了型号为Intel I9-10900k的CPU和型号为RTX3090的GPU,与用双精度数在CPU上的计算相比,利用单精度数结合GPU进行运算可以将CCSD的计算速度提升16倍,(T)部分可提升40倍左右,而使用单精度数引入的误差可忽略不计.在程序开发过程中,作者发展了一套可利用GPU或CPU结合单精度数或双精度数进行含空间对称性的矩阵操作代码库.基于该套代码库,可以显著降低开发含空间对称性的耦合簇代码的难度. 展开更多
关键词 密度拟合 图形处理单元(GPU) 单精度
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低标度XYG3双杂化密度泛函的开发与测评
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作者 郑若昕 张颖 徐昕 《高等学校化学学报》 SCIE EI CAS CSCD 北大核心 2021年第7期2210-2217,共8页
以XYG3为代表的双杂化泛函代表了目前密度泛函方法的最高精度,可以胜任复杂化学环境中不同类型的相互作用的精准描述.然而由于XYG3采用二级微扰相关能(PT2)的形式引入未占轨道信息,其计算标度随体系尺寸呈5次方增长,同时内存需求呈4次... 以XYG3为代表的双杂化泛函代表了目前密度泛函方法的最高精度,可以胜任复杂化学环境中不同类型的相互作用的精准描述.然而由于XYG3采用二级微扰相关能(PT2)的形式引入未占轨道信息,其计算标度随体系尺寸呈5次方增长,同时内存需求呈4次方增长,这极大削弱了XYG3方法在复杂大体系研究中的可用性.本文介绍了一种结合局域密度拟合方法(Local Resolution-of-Identity,RI-LVL)与拉普拉斯变换(Laplace Transformation,LT)的低标度算法.采用MPI与OpenMP的混合并行设计,实现了可兼顾计算精度、计算效率和数值稳定性的低标度XYG3(LT-XYG3)计算功能.在一系列水簇及ISOL22测试集的测评中,LT-XYG3有效地降低了双杂化泛函的计算成本与内存消耗,展示了良好的可靠性与应用前景. 展开更多
关键词 密度泛函理论 双杂化密度泛函 密度拟合 低标度算法
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中压蒸汽流量测量密度补偿方式的误差分析 被引量:1
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作者 李自皋 段德兵 卢宏民 《石油化工自动化》 CAS 2018年第3期58-60,78,共4页
针对3.5MPa中压蒸汽管线中蒸汽计量的难题,对蒸汽流量测量过程中的温度、压力、密度补偿方法进行了综合分析;对过热蒸汽在0.10~5.00 MPa及310~450℃工况条件下的查表密度与3种拟合密度计算公式所得密度进行了误差分析,重点研究了工况条... 针对3.5MPa中压蒸汽管线中蒸汽计量的难题,对蒸汽流量测量过程中的温度、压力、密度补偿方法进行了综合分析;对过热蒸汽在0.10~5.00 MPa及310~450℃工况条件下的查表密度与3种拟合密度计算公式所得密度进行了误差分析,重点研究了工况条件在3.00~4.50MPa及390~430℃时过热蒸汽的计算密度与查表密度的误差值;以误差在0.1%~0.7%的最优拟合公式作为中压蒸汽DCS在线补偿计算公式,同时进一步确认了各个压力及温度区间所适用的密度拟合补偿公式。 展开更多
关键词 中压蒸汽 流量测量 温压补偿 密度拟合 误差分析
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过热蒸汽密度空间拟合法算法设计
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作者 郭静 《计量技术》 2016年第9期75-76,共2页
本文旨在介绍空间拟合算法计算过热蒸汽的密度,该方法可通过任意一款软件实现,极大的减小了密度补偿所带来的误差,提高了蒸汽流量计量的准确度,拟合密度值更符合实验值,具有广泛的实用性。
关键词 过热蒸汽密度 空间平面 密度拟合 算术/几何平均值
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基于波动过程聚类的风电功率预测极大误差估计方法 被引量:15
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作者 黄坡 朱小帆 +1 位作者 查晓明 秦亮 《电力系统保护与控制》 EI CSCD 北大核心 2016年第13期130-136,共7页
估计风电功率预测中可能发生的极大误差,有助于优化含风电电力系统的运行调度,提高电网对大规模风电的接纳能力。根据对历史风电功率预测误差分布特征的分析,提出了基于风电预测出力波动过程聚类的极大误差估计方法。首先利用摇摆窗对... 估计风电功率预测中可能发生的极大误差,有助于优化含风电电力系统的运行调度,提高电网对大规模风电的接纳能力。根据对历史风电功率预测误差分布特征的分析,提出了基于风电预测出力波动过程聚类的极大误差估计方法。首先利用摇摆窗对风电功率预测数据划分不同的波动过程,在此基础上,通过分析预测出力的波动性和功率水平与预测误差分布的相关性,聚类相似分布特性的预测误差,然后利用滑动窗宽的核密度方法拟合预测误差概率密度并估计极大误差。最后以美国BPA地区的风电功率数据为实例,对不同估计方法进行了较全面的分析,验证了该方法的有效性。 展开更多
关键词 风电功率预测 极大误差估计 波动过程聚类 摇摆窗算法 密度拟合
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陵水LS25-3-1井地震层速度在钻前压力预测中的应用 被引量:2
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作者 苏超 《辽宁化工》 CAS 2017年第3期304-308,314,共6页
地层孔隙压力作为一个地质参数在油气勘探、钻井工程及油气开发中占有十分重要的地位。如今的钻井区域已经由陆地转向海洋,由浅海转向深海发展。随着石油勘探开发进程的不断推进,钻井工程所面临的地质条件越来越复杂,就钻井工程而言,孔... 地层孔隙压力作为一个地质参数在油气勘探、钻井工程及油气开发中占有十分重要的地位。如今的钻井区域已经由陆地转向海洋,由浅海转向深海发展。随着石油勘探开发进程的不断推进,钻井工程所面临的地质条件越来越复杂,就钻井工程而言,孔隙压力是实现快速、安全、经济钻进的一个必不可少的重要参数,如何综合利用各种信息在钻井之前准确预测,已成为钻井工程迫切需要解决的问题之一。本文依据大量的详实数据,将陵水LS25-3-1井在钻前与钻后的地层压力剖面图加以对比分析,有力地论述了该方法在实际生产实践中的可行性,为钻井提供可靠保障。 展开更多
关键词 地震波 钻井工程 压力预测 声波时差 密度拟合
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Variation in Grain Size Distribution in Debris Flow 被引量:2
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作者 LI Yong WANG Bao-liang +1 位作者 ZHOU Xiao-jun GOU Wan-chun 《Journal of Mountain Science》 SCIE CSCD 2015年第3期682-688,共7页
Grain composition of debris flow varies considerably from fluid to deposit, making it uncertain to estimate flow properties (e.g., density, velocity and discharge) using deposit as done in practice. Tracing the vari... Grain composition of debris flow varies considerably from fluid to deposit, making it uncertain to estimate flow properties (e.g., density, velocity and discharge) using deposit as done in practice. Tracing the variation of grain composition is thus more important than estimating some certain properties of flow because every debris flow event consists of a series of surges that are distinct in properties and flow regimes. We find that the materials of debris flows, both the fluid and the source soils, satisfy a universal grain size distribution (GSD) in a form of P (D) = CD-zexp(-D/Dc), where the parameters C, p and De are determined by fitting the function to the grain size frequency. A small At implies a small porosity and possible high excess pore pressure in flow; and a large D~ means a wide range of grain composition and hence a high sediment concentration. Flow density increases as 11 decreases or Dc increases, in a power law form. A debris flow always achieves a state of certain mobility and density that can be well described by the coupling of p and Dc, which imposes a constraint on the fluctuations of flow surges. The GSD also describes the changes in grain composition in that it is always satisfied during the course of debris flow developing. Numerical simulation using the GSD can well illustrate the variation ofμ and Dc from source soils to deposits. 展开更多
关键词 Debris flow Grain size distribution Flow fluctuation Power-law constraints
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Variations of Snow Temperature and their Influence on Snow Cover Physical Parameters in the Western Tianshan Mountains,China 被引量:3
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作者 CHEN Xia WEI WenShou +1 位作者 LIU MingZhe GU GuangQin 《Journal of Mountain Science》 SCIE CSCD 2011年第6期827-837,共11页
This article discussed about snow temperature variations and their impact on snow cover parameters. Automatic temperature recorders were used to sample at lo-minute intervals at the Tianshan Station for Snow-cover and... This article discussed about snow temperature variations and their impact on snow cover parameters. Automatic temperature recorders were used to sample at lo-minute intervals at the Tianshan Station for Snow-cover and Avalanche Research, Chinese snow temperature Academy of Sciences. lo-layer and the snow cover parameters were measured by the snow property analyzer (Snow Fork) in its Stable period, Interim period and Snow melting period. Results indicate that the amplitude of the diurnal fluctuation in the temperature during Snow melting period is 1.62 times greater than that during Stable period. Time up to the peak temperature at the snow surface lags behind the peak solar radiation by more than 2.5 hours, and lags behind the peak atmospheric temperature by more than 0.2 hours during all three periods. The optimal fitted function of snow temperature profile becomes more complicated from Stable period to Snow melting period. 22 h temperature profiles in Stable period are the optimal fitted by cubic polynomial equation. In Interim period and Snow melting period, temperature profiles are optimal fitted by exponential equation between sunset and sunrise, and by Fourier function when solar radiation is strong. The vertical gradient in the snow temperature reaches its maximum value at the snow surface for three periods. The peak of this maximum value occurs during Stableperiod, and is 4.46 times greater than during Interim period. The absolute value of temperature gradient is lower than 0.1℃ cm-1 for 30 cm beneath snow surface. Snow temperature and temperature gradient in Stable period-Interim period indirectly cause increase (decrease) of snow density mainly by increasing (decreasing) permittivity. While it dramatically increases its water content to change its permittivity and snow density in Snow melting period. 展开更多
关键词 Snow temperature Vertical temperaturegradient Optimal fitting function Snow density Western Tianshan Mountains China
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Preliminary Analysis of Non-tidal Variation in the Baijiatuan Gravity Station,Beijing and the Relevance of Gravity Changes and Water Storage
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作者 Xu Weimin Chen Shi +2 位作者 Gao Mengtan Shi Lei Lu Hongyan 《Earthquake Research in China》 2014年第1期106-116,共11页
The non-tidal variation gained from continuous gravity observations in stations usually reflects the regional continuous gravity changes. In this paper we focus on studying the non-tidal variation of Baijiatuan statio... The non-tidal variation gained from continuous gravity observations in stations usually reflects the regional continuous gravity changes. In this paper we focus on studying the non-tidal variation of Baijiatuan station,Beijing where there are two different gravimeters( namely,L&R-804 and PET-031). Based on the original raw tidal records of two gravimeters from 2008 to 2011,we first remove various interference from raw data by the standard procedure software-Tsoft; then we model the solid earth tides, ocean tidal loading and pole tide through related parameters; after that we adopt a new segmented polynomial fitting method based on Tsoft to fit the complex drift of spring gravimeter; and finally we calculate the atmospheric loading effects by a linear regression model. After a series of processing we gain the non-tidal variation of the two gravimeters at Baijiatuan site,Beijing. Furthermore,to analyze the non-tidal variation preliminarily,we study the main component of related tidal data by power spectral density. Comparing the non-tidal variation of two different gravimeters,we find seasonal fluctuations in non-tidal results, which are in accordance with the water storage change. Therefore,we take into account the relevance of gravity changes and water storage based on the gravity data of GRACE and water data of the CMAP model from 2003 to 2011 at different sites in the Chinese mainland( Beijing, Chengdu, Shenyang and Shiquanhe), and make a preliminary analysis on the relationship between gravity changes and water storage. 展开更多
关键词 GRAVIMETER Non-tidal variation Tsoft software GRACE CMAP model
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基于不确定性度量的给水管网用户的用水模式分析 被引量:9
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作者 谢善斌 金波 刘遂庆 《中国给水排水》 CAS CSCD 北大核心 2011年第7期59-62,共4页
基于提高管网模型及其应用的精度要求,有必要对用水模式的不确定性进行分析和度量。从实践经验和理论计算相结合的角度提出给水管网用户用水模式分析的流程和方法,即数据采集方案设计、采集数据标准化处理、用水模式系数概率密度分布拟... 基于提高管网模型及其应用的精度要求,有必要对用水模式的不确定性进行分析和度量。从实践经验和理论计算相结合的角度提出给水管网用户用水模式分析的流程和方法,即数据采集方案设计、采集数据标准化处理、用水模式系数概率密度分布拟合、参数最大似然估计、用户用水模式不确定性度量和表达。在用户用水模式分析流程中,在预算约束下减小采样不确定性,自动去除采集数据中的奇异数据,并对所采集数据的不确定性特征做出度量,取得了满意结果。 展开更多
关键词 用水模式 不确定性度量 概率密度分布 最大似然估计 假设检验
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Numerical simulation of non-Gaussian wind load 被引量:3
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作者 YE JiHong DING JingHu LIU ChuanYan 《Science China(Technological Sciences)》 SCIE EI CAS 2012年第11期3057-3069,共13页
Compared with Gaussian wind loads, there is a higher probability of strong suction fluctuations occurrence for non-Gaussian wind pressures. These instantaneous and intermittent fluctuations are the initial cause of lo... Compared with Gaussian wind loads, there is a higher probability of strong suction fluctuations occurrence for non-Gaussian wind pressures. These instantaneous and intermittent fluctuations are the initial cause of local damage to roof structures, par- ticularly at the edges and comers of long-span roofs. Thus, comparative errors would occur if a Gaussian model is used to de- scribe a non-Gaussian wind load, and structural security would not be guaranteed. This paper presents a simplified method based on the inverse fast Fourier transform (IFFT), in which the amplitude spectrum is established via a target power spectrum. Also, the phase spectrum is constructed by introducing the exponential peak generation (EPG) model. Finally, a random pro- cess can be generated via IFFT that meets the specified power spectral density (PSD), skewness and kurtosis. In contrast to a wind tunnel experiment, this method can avoid the coupled relation between the non-Gaussian and the power spectrum char- acteristics, and lead to the desired computational efficiency. Its fitting accuracy is not affected by phase spectrum. Moreover, the fitting precision of the kurtosis and PSD parameters can be guaranteed. In a few cases, the fitting precision of the skewness parameter is fairly poor, but kurtosis is more important than skewness in the description of the non-Gaussian characteristics. Above all, this algorithm is simple and stable and would be an effective method to simulate a non-Gaussian signal. 展开更多
关键词 non-Gaussian wind load power spectrum SKEWNESS KURTOSIS numerical simulation
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A hybrid LES (Large Eddy Simulation)/assumed sub-grid PDF (Probability Density Function) model for supersonic turbulent combustion 被引量:7
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作者 WANG HongBo QIN Ning +2 位作者 SUN MingBo WU HaiYan WANG ZhenGuo 《Science China(Technological Sciences)》 SCIE EI CAS 2011年第10期2694-2707,共14页
A hybrid LES (Large Eddy Simulation)/assumed sub-grid PDF (Probability Density Function) closure model has been devel-oped for supersonic turbulent combustion. Scalar transport equations for all species in a given che... A hybrid LES (Large Eddy Simulation)/assumed sub-grid PDF (Probability Density Function) closure model has been devel-oped for supersonic turbulent combustion. Scalar transport equations for all species in a given chemical kinetic mechanism were solved, which are necessary in the supersonic combustion where the non-equilibrium chemistry is essentially involved. The clipped Gaussian PDF of temperature and multivariate ? PDF of composition were used to close the sub-grid chemical sources that appear in the conservation equations. The sub-grid variances of temperature and composition were constructed based on scale similarity approach. A semi-implicit approach based on the PDF model was proposed to tackle the resulting numerical stiffness associated with finite rate chemistry. The model was applied to simulate a supersonic, coaxial H2-air burner, where both the mean and rms (root mean square) results were compared with the experimental data. In general, good agree-ments were achieved, which indicated that the present sub-grid PDF method could work well in simulating supersonic turbu-lent combustion. Moreover, the calculation showed that the sub-grid fluctuations of temperature and major species in the combustion region were of the order of 10%-20% of their rms, while the sub-grid fluctuation of hydroxyl might be as high as 40%-50% of its rms. 展开更多
关键词 LES(Large Eddy Simulation) assumed PDF(Probability Density Function) SUPERSONIC turbulent combustion
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Deformation dependence of symmetry energy coefficients of nuclei
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作者 MO QiuHong LIU Min +1 位作者 CHENG LiChun WANG Ning 《Science China(Physics,Mechanics & Astronomy)》 SCIE EI CAS CSCD 2015年第8期33-38,共6页
Based on the semi-classical Thomas-Fermi approximation together with the Skyrme energy-density functional, we study the deformation dependence of symmetry energy coefficients of finite nuclei. The symmetry energy coef... Based on the semi-classical Thomas-Fermi approximation together with the Skyrme energy-density functional, we study the deformation dependence of symmetry energy coefficients of finite nuclei. The symmetry energy coefficients of nuclei with mass number A = 40, 100, 150, 208 are extracted from two-parameter parabola fitting to the calculated energy per particle. We find that the symmetry energy coefficients decrease with the increase of nuclear quadrupole deformations, which is mainly due to the isospin dependence of the difference between the proton and neutron surface diffuseness. Large deformations of nuclei can cause the change of the symmetry energy coefficient by about 0.5 Me V and the influence of nuclear deformations on the symmetry energy coefficients is more evident for light and intermediate nuclei. 展开更多
关键词 symmetry energy Skyrme energy-density functional nuclear deformation THOMAS-FERMI
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