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在反应堆pin-by-pin精细建模及蒙特卡罗模拟计算研究中, 由于不同栅元的功率密度差异较大, 导致蒙特卡罗方法临界计算的样本在不同栅元之间的分配不均衡, 由此引起栅元内的各种计数的统计误差差异较大. 为使大部分栅元内计数的统计误差降至一个合理的水平, 单纯增加总样本已不是一个高效的解决方法. 通过在特定临界计算迭代算法的基础上改进并实现均匀裂变源算法的思想, 对大亚湾压水堆pin-by-pin模型取得了具有较高效率的数值结果. 本工作为具有自主知识产权的蒙特卡罗粒子输运模拟软件JMCT最终达到反应堆pin-by-pin模型(包括一系列国际基准模型)的模拟性能要求提供了一个有效的工具. 相似文献
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针对中子多重性测量技术中点模型假设在军控核查情况下存在的局限性,为提高核查可靠度,研究点模型算法在武器级球壳型钚部件测量中的逻辑悖论,提出了点模型修正算法。在点模型算法中引入自发裂变中子和氧化物次生中子的二阶矩及三阶矩修正因子,获取了修正后的点模型公式。利用探测效率和门份额均为1的理想中子多重性探测器,结合蒙特卡罗模拟平台,研究了修正因子与球壳型钚部件质量、泄漏增殖因子的关系,并定量了该关系,提出利用迭代法求解修正后的点模型公式。结合蒙特卡罗方法对修正算法进行了数值验证,与点模型算法结果比较:修正算法能将质量偏差平均值从-4.70%降低至-0.70%,氧化物含量份额偏差平均值从11.45%降低至2.31%。 相似文献
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基于蒙特卡罗输运的网格计数能够统计指定区域内密集的分布计数量.为实现JMCT统计局部计数量分布,设计并实现了JMCT网格计数功能,该功能支持三种正交几何(xyz直角几何、rθz柱几何、rθφ球几何)的均匀及不均匀剖分;介绍xyz直角几何网格计数的算法;基于大亚湾反应堆pin-by-pin模型、Venus模型以及ITER次临界包层模型等初步验证了网格计数功能;应用铀阵列模型,采用若干种网格剖分办法,在单机上对比测试了xyz直角几何下JMCT和MCNP5网格计数功能的串行性能,结果显示JMCT的计数时间较短,具有较高的效率. 相似文献
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针对隐式蒙特卡罗方法模拟高温热辐射输运问题时存在的“辐射强度计算误差时间空间分布严重不均匀”现象,通过理论分析和数值模拟手段,找到决定误差大小的主要因素为“网格内的辐射径迹长度记录数”.据此提出“隐式蒙特卡罗全局降方差方法”并推导相应的计算公式.该方法主要包含如下3个关键技术:1)针对辐射输运蒙特卡罗模拟的自适应动态分配源粒子方法; 2)与自适应动态分配源粒子相匹配的动态权窗设计技术及粒子权无偏估计算法; 3)辐射强度的解析估计降方差方法.针对这3个关键技术,设计蒙特卡罗数值模拟方案,编写相应的数值模拟程序模块.典型辐射输运问题模拟结果显示:隐式蒙特卡罗全局降方差方法能够使网格辐射强度计算误差在整个时空范围内分布相对比较均匀,最大误差可控,计算效率提升10倍左右.新方法在激光惯性约束聚变的黑腔辐射输运模拟应用中取得了显著效果. 相似文献
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根据线性核素链原理和反应堆燃耗的特点,建立相应核数据库并采用回溯算法生成自适应核素链,完成核素的遍历和计算,形成多群点燃耗计算程序,能够独立进行燃耗计算并具有完整的输出结果形式。同时将所开发的燃耗计算程序与蒙特卡罗程序进行耦合,完成接口模块的设计,形成可用于研究堆和核电站的燃耗-输运耦合计算工具。将所开发的输运-耦合计算程序应用于中国实验快堆首炉堆芯燃耗的计算,将计算结果与现有设计数据进行比较。经过初步分析表明:新的燃耗计算程序能够精确计算锕系核素含量,包括易裂变核素和生成量很小的次锕系核素。对某些锕系核素如Pu241的计算结果还存在较大偏差,这需要对计算结果进一步分析,来确认偏差是来自计算过程还是相关的截面数据。整个燃耗-输运耦合计算系统对裂变产物的处理和反应性变化的计算也与现有的设计数据符合良好。 相似文献
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《Journal of computational physics》2006,211(1):129-153
The functional expansion tally (FET) is a method for constructing functional estimates of unknown tally distributions via Monte Carlo simulation. This technique uses a Monte Carlo calculation to estimate expansion coefficients of the tally distribution with respect to a set of orthogonal basis functions. The rate at which the FET approximation converges to the true distribution as the expansion order is increased is developed. For sufficiently smooth distributions the FET is shown to converge faster, and achieve a lower residual error, than a histogram approximation. 相似文献
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基于临床实例的影响蒙特卡罗程序MCNP计算精度和速度的若干参数模拟研究 总被引:1,自引:0,他引:1
蒙特卡罗方法是目前最精确的剂量计算方法,但其较长的模拟时间阻碍了它在临床治疗中的应用。基于蒙特卡罗程序MCNP4c,针对一临床头部病例,探讨了记数方法、电子和光子截断能、光子产生次级电子参数ENUM对计算速度和精度的影响,给出了在保证一定精度前提下的最佳计算模式,以获得计算速度的有效提升。Monte its long simulation and photons, and investigated based Carlo method is regarded as the most accurate method for dose calculation at present, whereas time hinders its clinic application. The effects of the tally method, the cut-off energy of electrons the secondary electron number parameter ENUM on precision and speed of MCNP4c have been on a clinical case to seek for a relatively optimum calculation mode. 相似文献
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An algorithm for calculation of prompt fission neutron lifetimes in a nuclear reactor by the Monte Carlo method is described. Evaluation of the importance function is carried out with solution of the neutron transport equation without solving the adjoint equation. The results of the prompt neutron lifetime calculations performed within some critical experiments are presented and compared with the experimental results. 相似文献
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Yepes PP Brannan T Huang J Mirkovic D Newhauser WD Taddei PJ Titt U 《Radiation measurements》2010,45(10):1367-1368
Treatment planning in proton therapy requires the calculation of absorbed dose distributions on beam shaping components and the patient anatomy. Analytical pencil-beam dose algorithms commonly used are not always accurate enough. The Monte Carlo approach is more accurate but extremely computationally intensive. The Fast Dose Calculator, a track-repeating algorithm, has been proposed as an alternative fast and accurate dose calculation. In this work FDC is applied to a proton therapy patient thoracic anatomy. 相似文献
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Dettmer J Dosso SE Holland CW 《The Journal of the Acoustical Society of America》2011,129(4):1794-1806
This paper develops a sequential trans-dimensional Monte Carlo algorithm for geoacoustic inversion in a strongly range-dependent environment. The algorithm applies advanced Markov chain Monte Carlo methods in combination with sequential techniques (particle filters) to carry out geoacoustic inversions for consecutive data sets acquired along a track. Changes in model parametrization along the track (e.g., number of sediment layers) are accounted for with trans-dimensional partition modeling, which intrinsically determines the amount of structure supported by the data information content. Challenging issues of rapid environmental change between consecutive data sets and high information content (peaked likelihood) are addressed by bridging distributions implemented using annealed importance sampling. This provides an efficient method to locate high-likelihood regions for new data which are distant and ∕ or disjoint from previous high-likelihood regions. The algorithm is applied to simulated reflection-coefficient data along a track, such as can be collected using a towed array close to the seabed. The simulated environment varies rapidly along the track, with changes in the number of layers, layer thicknesses, and geoacoustic parameters within layers. In addition, the seabed contains a geologic fault, where all layers are offset abruptly, and an erosional channel. Changes in noise level are also considered. 相似文献
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蒙特卡罗方法是当前形势下辐射屏蔽计算的首选分析工具。小概率深穿透问题则是屏蔽计算的关键与亟待解决的核心问题,需要使用有效的减方差技巧。针对全局问题,利用蒙特卡罗正算输运得到的粒子通量或探测响应来构建权重窗参数,将现有的粒子位置偏移拓展到位置和能量偏倚。利用国际屏蔽基准题进行测试验证,通过使用该方法,粒子被引导到模型的所有位置。平均相对误差降低到10%以下,几乎所有网格区域都有粒子统计。结果表明,基于蒙特卡罗正算输运的输运偏倚参数构建方法能够实现全局减方差。 相似文献
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Patrick S. Brantley 《Journal of Quantitative Spectroscopy & Radiative Transfer》2011,112(4):599-618
We numerically investigate the accuracy of two Monte Carlo algorithms originally proposed by Zimmerman [1] and Zimmerman and Adams [2] for particle transport through binary stochastic mixtures. We assess the accuracy of these algorithms using a standard suite of planar geometry incident angular flux benchmark problems and a new suite of interior source benchmark problems. In addition to comparisons of the ensemble-averaged leakage values, we compare the ensemble-averaged material scalar flux distributions. Both Monte Carlo transport algorithms robustly produce physically realistic scalar flux distributions for the benchmark transport problems examined. The base Monte Carlo algorithm reproduces the standard Levermore-Pomraning model [3] and [4] results. The improved Monte Carlo algorithm generally produces significantly more accurate leakage values and also significantly more accurate material scalar flux distributions. We also present deterministic atomic mix solutions of the benchmark problems for comparison with the benchmark and the Monte Carlo solutions. Both Monte Carlo algorithms are generally significantly more accurate than the atomic mix approximation for the benchmark suites examined. 相似文献