共查询到20条相似文献,搜索用时 0 毫秒
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Alberto Accumolli 《Quality and Reliability Engineering International》1996,12(1):39-41
The Monte Carlo simulation technique is already well known and used to analyse complex problems. In this paper we present its use to determine the impact of a manufacturing process problem on output quality. During production start-up on an automated manufacturing line a process problem escaped detection for a short period. There was the need to know its impact on output quality in order to provide an appropriate corrective action strategy for the products already in the warehouse and ready for shipment to selected users. 相似文献
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C. A. Kalfas E. Tsoulou 《Nuclear instruments & methods in physics research. Section A, Accelerators, spectrometers, detectors and associated equipment》2003,500(1-3):386-390
A software package which simulates the virtual creation of gamma ray spectra emitted from a combination of radioactive sources, as seen by a semiconductor or scintillation detector, is presented . It partially utilizes Monte Carlo techniques based on the physics of gamma ray spectroscopy. In addition, certain algorithms are used to compensate for the premature termination of the fate of the detected photons of any particular energy. 相似文献
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用MC仿真计算不确定度 总被引:2,自引:2,他引:2
刘智敏 《中国计量学院学报》2005,16(1):1-7
介绍MC仿真的基础,将它用于不确定度的分布传播,并作了扩展不确定度的算法验证. 相似文献
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The population balance model of Sweet, Gustafson and Ramkrishna for a steady state gas-solid fluidized bed reactor is extended
in this work to include axial mixing in the dense phase. A trivariate population balance equation for the bubble phase, and
an axial dispersion equation for the dense phase are solved simultaneously by combining a Monte Carlo simulation technique
with the method of successive approximations. Conversion for a first-order reaction is analysed in terms of five dimensionless
groups including: a coalescence parameter controlling the extent of coalescence, a Peclet number measuring the amount of mixing
in the dense phase, a Damkohler number which relates the dispersive mixing time in the dense phase to the reaction time, a
dimensionless group representing the ratio of the dispersive mixing time to the time scale of mass transfer, and a dimensionless
reaction rate constant.
The computations show that coalescence can significantly affect reactor conversion. It appears that the effect of mixing is
less significant particularly at higher reaction rates. Comparison of these results with those obtained earlier in which the
dense phase was assumed to be perfectly mixed shows that higher conversions could be obtained in the latter case for sufficiently
fast reactions while the opposite is true for slow reactions.
This paper is dedicated to Dr L K Doraiswamy on his sixtieth birthday. 相似文献
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A spectral representation based model for Monte Carlo simulation 总被引:1,自引:0,他引:1
A new model is proposed for generating samples of real-valued stationary Gaussian processes. The model is based on the spectral representation theorem stating that a weakly stationary process can be viewed as a superposition of harmonics with random properties. The classical use of this theorem for Monte Carlo simulation is based on models consisting of a superposition of harmonics with fixed frequencies but random amplitude and phase. The resulting samples have the same period depending on the discretization of the frequency band. In contrast, the proposed model consists of a superposition of harmonics with random amplitude, phase, and frequency so that different samples have different periods depending on the particular sample values of the harmonic frequencies.
A band limited Gaussian white noise process is used to illustrate the proposed Monte Carlo simulation algorithm and demonstrate that the estimates of the covariance function based on the samples of the proposed model are not periodic. 相似文献
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Q.Y. Hu B.J. Li D. Zhang H.S. Guo G.Z. Yang F.N. Si J. Liu 《Nuclear instruments & methods in physics research. Section A, Accelerators, spectrometers, detectors and associated equipment》2009,609(2-3):213-216
The efficiency of a neutron detector with boron trifluoride proportional tubes embedded in a polyethylene moderator was simulated with a Monte Carlo program. A moderator structure where the detector had uniform sensitivity for neutrons from 2 to 14 MeV was determined by simulation. A counter was built based on the simulation results. The counter's efficiencies were calibrated with an Am–Be source and an accelerator that served as a D–D and D–T neutron source. Experimental neutron efficiencies of these sources are approximately uniform. The simulated model was validated by the consistent results between the calculated and experimental data. 相似文献
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采用一种基于高分子Monte Carlo模拟算法分析分子蠕动阻力的软件,借助于二维空间中的8配位点键长涨落的格子链模型,对不同温度、分子量、共混小分子时的大分子蠕动行为进行了模拟分析,考察了温度、分子长、共混小分子等因素对蠕动阻力的影响,得到了随着温度增加、分子长减小和共混浓度增加,大分子蠕动阻力减小的结果,这与传统经验理论相符合。这些结果为选择大分子量添加剂黄原胶作为抗结块剂,以及选择β-环糊抑制玻璃化转变等提供了理论依据。 相似文献
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概述了经典的晶粒生长蒙特卡罗(MC)模型并指出了其存在的缺陷,总结了近几年国内外研究者对经典MC模型的改进算法,综述了MC方法模拟晶粒生长的应用研究,指出了目前研究中存在的问题,并展望了今后的主要研究方向. 相似文献
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Cynthia Swann 《工程优选》2013,45(5):511-528
The optimal placement of sensors is a critical issue in detecting damage in laminated composite structures. The aim is to use a minimum number of sensors, placed at the correct locations, so that the voltage signals received from the sensor set can be used to detect both the presence and the extent of damage. In this study, an optimization procedure is developed to detect arbitrarily located discrete delamination in composite plates using distributed piezoelectric sensors. The probability of damage distribution in the plate is determined using a statistical model. A genetic algorithm (GA) is used to detect the number and location of the sensors. The analysis uses a Monte Carlo method to generate the initial population. The simulation and signal processing is performed using a finite element procedure based on the refined layer-wise theory, which is capable of modelling ply-level stresses, and seeded delaminations are modelled with Heaviside step functions. A two-way electromechanical coupled field formulation is used to describe the induced strain. The objective function is a damage index which compares the voltage signals from a healthy (no delamination) and a statistically determined delaminated model. The voltage signals are affected by the local changes in the strain induced by the presence of delamination. The optimization solutions are verified by numerical simulation as well as with experiments conducted using customized piezoelectric sensors and a laser scanning vibrometer. The results presented show that the optimum sensor pattern is capable of detecting discrete seeded delaminations in moderately thick composite plates. 相似文献
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M. Kazeminezhad A. Karimi Taheri A. Kiet Tieu 《Journal of Computer-Aided Materials Design》2006,13(1-3):221-232
A computer simulation on the basis of the Finite Element Method and Monte Carlo Model is developed to simulate the microstructure of the non-uniformly deformed copper workpiece after annealing. Using the computer simulation, the effects of annealing time and temperature on the microstructure inhomogeneity of the workpiece are simulated and investigated quantitatively, by defining an Inhomogeneity Factor, to design an annealing program for reducing the microstructure inhomogeneity. The results show that with increasing the parameters of annealing time and temperature, the inhomogeneity is decreased when one of the parameters is constant. Also, at high annealing temperature, the annealing time changes the inhomogeneity slowly compared with which occurs at low annealing temperature. The simulation results agree well with the experimental values. 相似文献
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This paper considers the inverse problem in electrical impedance tomography with non‐informative prior information on the required conductivity function. The problem is approached with a Newton‐type iterative algorithm where the solution of the linearized approximation is estimated using Bayesian inference. The novelty of this work focuses on maximum a posteriori estimation assuming a model that incorporates the linearization error as a random variable. From an analytical expression of this term, we employ Monte Carlo simulation in order to characterize its probability distribution function. This simulation entails sampling an improper prior distribution for which we propose a stable scheme on the basis of QR decomposition. The simulation statistics show that the error on the linearized model is not Gaussian, however, to maintain computational tractability, we derive the posterior probability density function of the solution by imposing a Gaussian kernel approximation to the error density. Numerical results obtained through this approach indicate the superiority of the new model and its respective maximum a posteriori estimator against the conventional one that neglects the impact of the linearization error. Copyright © 2011 John Wiley & Sons, Ltd. 相似文献
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对于中和室内的脉冲气体,用蒙特卡罗方法模拟了气体压力沿轴向的分布。并用模拟进气系统和气压瞬时测量系统,对模拟结果进行了验证。得到与模拟结果较为一致的曲线,从而为注入器真空系统的设计提供了可靠的依据。并通过实验结果,给出了气体靶厚的建立时间约为60ms。 相似文献
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S. T. Surzhikov 《High Temperature》2004,42(5):763-775
A three-dimensional model of radiation of rocket exhaust plumes is given, which is based on the Monte Carlo simulation method. Two problems associated with the determination of spectral directional radiation of rocket exhaust plumes are treated, namely, the self-radiation of multiple plumes and the scattering of solar radiation incident on a single or multiple plume at an arbitrary angle by the condensed phase of the combustion products. The suggested model enables one to calculate the spectral emissivity with averaging of the rotational structure of molecular emission spectrum by diatomic and triatomic molecules of combustion products in the spectral range from 0.1 to 10 m. The results are given of calculations of the spectral and integral emissivity of light-scattering rocket exhaust plumes of various configurations, containing Al2O3 particles with an average radius of 2 m, in the infrared spectral region of 2-5 m. 相似文献
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In the present paper, we consider some frequently used importance measures, in their generalized form proposed by the authors for application to multi-state systems constituted by multi-state components. To catch the dynamics of multi-state systems, Monte Carlo simulation has been utilized. A simulation approach has been presented which allows estimating of all the importance measures of the components at a given performance level in a single simulation, provided that the components are independent. The effects of different performance demands made on the system on the importance of its multi-state components have been examined with respect to a simple multi-state series–parallel system. The results have shown that a performance level of a component may be more critical for the achievement of a system performance and less critical for another. 相似文献
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DongCHEN YongpingLEI XiaoyanLI YaowuSHI ZhilingTIAN 《材料科学技术学报》2003,19(4):309-312
In the present research Monte Carlo technique was used to simulate the grain growth in heat-affected zone(HAZ) of an ultrafine grain steel. An experimental data based (EBD) model proposed by Gao was used to establish the relation between tMCS and real time temperature kinetics in our simulation. The simulations give out the evolution of grain structure and grain size distribution in HAZ of the ultrafine grain steel. A Microsoft Window based on computer program for the simulation of grain growth in the HAZ of weldment in three dimensions has been developed using Monte Carlo technique. For the system, inputting the temperature field data and material properties, the evolution of grain structure, both image of simulated grain structure and numerical datum reflecting grain size distribution can be produced by the program. The system was applied to the ultrafine grain steel welding, and the simulated results show that the ultrafine grain steel has large tendency of grain growth. 相似文献