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An enhanced image binarization method incorporating with Monte-Carlo simulation 被引量:9
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作者 HAN Zheng SU Bin +3 位作者 LI Yan-ge MA Yang-fan WANG Wei-dong CHEN Guang-qi 《Journal of Central South University》 SCIE EI CAS CSCD 2019年第6期1661-1671,共11页
We proposed an enhanced image binarization method.The proposed solution incorporates Monte-Carlo simulation into the local thresholding method to address the essential issues with respect to complex background,spatial... We proposed an enhanced image binarization method.The proposed solution incorporates Monte-Carlo simulation into the local thresholding method to address the essential issues with respect to complex background,spatially-changed illumination,and uncertainties of block size in traditional method.The proposed method first partitions the image into square blocks that reflect local characteristics of the image.After image partitioning,each block is binarized using Otsu’s thresholding method.To minimize the influence of the block size and the boundary effect,we incorporate Monte-Carlo simulation into the binarization algorithm.Iterative calculation with varying block sizes during Monte-Carlo simulation generates a probability map,which illustrates the probability of each pixel classified as foreground.By setting a probability threshold,and separating foreground and background of the source image,the final binary image can be obtained.The described method has been tested by benchmark tests.Results demonstrate that the proposed method performs well in dealing with the complex background and illumination condition. 展开更多
关键词 binarization method local thresholding monte-carlo simulation benchmark tests
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Analysis of typhoon wind hazard in Shenzhen City by Monte-Carlo Simulation 被引量:2
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作者 GUO Yunxia HOU Yijun QI Peng 《Journal of Oceanology and Limnology》 SCIE CAS CSCD 2019年第6期1994-2013,共20页
As one of the most serious natural disasters,many typhoons affect southeastern China every year.Taking Shenzhen,a coastal city in southeast China as an example,we employed a Monte-Carlo simulation to generate a large ... As one of the most serious natural disasters,many typhoons affect southeastern China every year.Taking Shenzhen,a coastal city in southeast China as an example,we employed a Monte-Carlo simulation to generate a large number of virtual typhoons for wind hazard analysis.By analyzing 67-year historical typhoons data from 1949 to 2015 using the Best Track Dataset for Tropical Cyclones over the Western North Pacific recorded by the Shanghai Typhoon Institute,China Meteorological Administration(CMASTI),typhoon characteristic parameters were extracted and optimal statistical distributions established for the parameters in relation to Shenzhen.We employed the Monte-Carlo method to sample each distribution to generate the characteristic parameters of virtual typhoons.In addition,the Yah Meng(YM)wind field model was introduced,and the sensitivity of the YM model to several parameters discussed.Using the YM wind field model,extreme wind speeds were extracted from the virtual typhoons.The extreme wind speeds for different return periods were predicted and compared with the current structural code to provide improved wind load information for wind-resistant structural design. 展开更多
关键词 TYPHOON HAZARD ANALYSIS monte-carlo simulation WIND field model EXTREME WIND SPEED
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Monte-Carlo Simulation of Surface Crack Growth Rate for Offshore Structural Steel E36-Z35 被引量:1
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作者 Ding, Keqin Liu, Chuntu +1 位作者 Zhao, Junyou Guo, Aiju 《China Ocean Engineering》 SCIE EI 1999年第1期1-10,共10页
The Monte- Carlo method is used to simulate the surface fatigue crack growth rate for offshore structural steel E36-Z35, and to determine the distributions and relevance of the parameters in the Paris equation. By thi... The Monte- Carlo method is used to simulate the surface fatigue crack growth rate for offshore structural steel E36-Z35, and to determine the distributions and relevance of the parameters in the Paris equation. By this method, the time and cost of fatigue crack propagation testing can be reduced. The application of the method is demonstrated by use of four sets of fatigue crack propagation data for offshore structural steel E36-Z35. A comparison of the test data with the theoretical prediction for surface crack growth rate shows the application of the simulation method to the fatigue crack propagation tests is successful. 展开更多
关键词 monte-carlo method simulation surface crack crack growth rate offshore structural steel fatigue crack propagation test
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Principle of Line Configuration and Monte-Carlo Simulation for Shared Multi-Channel System 被引量:1
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作者 苗长云 戴居丰 白志惠 《Transactions of Tianjin University》 EI CAS 2005年第3期162-166,共5页
Based on the steady-state solution of finite-state birth and death process, the principle of line configuration for shared multi-channel system is analyzed. Call congestion ratio equation and channel utilization ratio... Based on the steady-state solution of finite-state birth and death process, the principle of line configuration for shared multi-channel system is analyzed. Call congestion ratio equation and channel utilization ratio equation are deduced, and visualized data analysis is presented. The analy-sis indicates that, calculated with the proposed equations, the overestimate for call congestion ratio and channel utilization ratio can be rectified, and thereby the cost of channels can be saved by 2000 in a small system.With MATLAB programming, line configuration methods are provided. In order to generally and intuitively show the dynamic running of the system, and to analyze,promote and improve it, the system is simulated using M/M/n/n/m queuing model and Monte-Carlo method. In addition, the simulation validates the correctness of the theoretical analysis and optimizing configuration method. 展开更多
关键词 shared multi-channel call congestion ratio channel utilization ratio M/M/n/n/m queu- ing model monte-carlo simulation
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Study on the Relationship between Lamellar Spacing and Growth Rate inthe Regular Eutectic Growthby Monte-Carlo Simulation
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作者 Weimin WANG, Junming LIU and Zhiguo LIULaboratory of Solid State Microstructures, Nanjing University, Nanjing 210093, China 《Journal of Materials Science & Technology》 SCIE EI CAS CSCD 2002年第4期322-324,共3页
A modified Monte-Carlo(MC) method to simulate the regular growth of binary eutectic alloys is presented. It is found that the growth rate has a linear dependence on the chemical potential difference between the solid ... A modified Monte-Carlo(MC) method to simulate the regular growth of binary eutectic alloys is presented. It is found that the growth rate has a linear dependence on the chemical potential difference between the solid and liquid; the relation between the lamellar spacing A and growth rate R accords well with the prediction of Jackson-Hunt(JH) theory unless the growth rate is very low. 展开更多
关键词 EUTECTIC monte-carlo simulation GROWTH
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Active learning accelerated Monte-Carlo simulation based on the modified K-nearest neighbors algorithm and its application to reliability estimations
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作者 Zhifeng Xu Jiyin Cao +2 位作者 Gang Zhang Xuyong Chen Yushun Wu 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2023年第10期306-313,共8页
This paper proposes an active learning accelerated Monte-Carlo simulation method based on the modified K-nearest neighbors algorithm.The core idea of the proposed method is to judge whether or not the output of a rand... This paper proposes an active learning accelerated Monte-Carlo simulation method based on the modified K-nearest neighbors algorithm.The core idea of the proposed method is to judge whether or not the output of a random input point can be postulated through a classifier implemented through the modified K-nearest neighbors algorithm.Compared to other active learning methods resorting to experimental designs,the proposed method is characterized by employing Monte-Carlo simulation for sampling inputs and saving a large portion of the actual evaluations of outputs through an accurate classification,which is applicable for most structural reliability estimation problems.Moreover,the validity,efficiency,and accuracy of the proposed method are demonstrated numerically.In addition,the optimal value of K that maximizes the computational efficiency is studied.Finally,the proposed method is applied to the reliability estimation of the carbon fiber reinforced silicon carbide composite specimens subjected to random displacements,which further validates its practicability. 展开更多
关键词 Active learning monte-carlo simulation K-nearest neighbors Reliability estimation CLASSIFICATION
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MONTE-CARLO SIMULATION FOR ATOMIC DEPOSITION OF AMORPHOUS ELECTROLESS Ni_(80)P_(20) COATING
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作者 K.S. Guan, H.R. Bai, Z.W. Wang and Y.S.YinResearch Institute of Process Equipment, East China University of Science and Technology, Shanghai 200237, ChinaLaiyang Agricultural College, Shandong 265200, ChinaKey Lab. for Liquid Structure and Heredity of Ministry of Education, Engineering Ceramics Key Lab. of Shandong Province, Ji’nan 250061, China 《Acta Metallurgica Sinica(English Letters)》 SCIE EI CAS CSCD 2002年第5期479-486,共8页
Atomic growth process and structure of Amorphous Electroless Coating have been studied, using Monte-Carlo simulation method. The simulation results of amorphous Ni80P20 coating show that PDFs are in accordance with pr... Atomic growth process and structure of Amorphous Electroless Coating have been studied, using Monte-Carlo simulation method. The simulation results of amorphous Ni80P20 coating show that PDFs are in accordance with practical values. The migrations of adatoms in coating's growth are different from that of solidification of amorphous materials. In some cases, the migrated adatoms in the process of growth of amorphous coating are not enough to occupy all vacancies and traps, so the amorphous coating is micro-porous. The immovable probability k and the largest migration distance of adatoms, which lie on the electroless bath components, affect the PDF, volume density and microporosity remarkably. 展开更多
关键词 electroless Ni-P alloy computer simulation monte-carlo method amorphous material
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Monte-Carlo Simulation of Response Functions for Natural Gamma-Rays in LaBr_3 Detector System with Complex Borehole Configurations
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作者 吴永鹏 汤彬 《Plasma Science and Technology》 SCIE EI CAS CSCD 2012年第6期481-487,共7页
Usually, there are several methods, e.g. experiment, interpolation experiment-based, analytic function, and Monte-Carlo simulation, to calculate the response functions in LaBr3(Ce) detectors. In logging applications... Usually, there are several methods, e.g. experiment, interpolation experiment-based, analytic function, and Monte-Carlo simulation, to calculate the response functions in LaBr3(Ce) detectors. In logging applications, the experiment-based methods cannot be adopted because of their limitations. Analytic function has the advantage of fast calculating speed, but it is very difficult to take into account many effects that occur in practical applications. On the contrary, Monte-Carlo simulation can deal with physical and geometric configurations very tactfully. It has a distinct advantage for calculating the functions with complex configurations in borehole. A new application of LaBr3(Ce) detector is in natural gamma-rays borehole spectrometer for uranium well logging. Calculation of response functions must consider a series of physical and geometric factors under complex logging conditions, including earth formations and its relevant parameters, different energies, material and thickness of the casings, the fluid between the two tubes, and relative position of the LaBr3(Ce) crystal to steel ingot at the front of logging tube. The present work establishes Monte-Carlo simulation models for the above-mentioned situations, and then performs calculations for main gamma-rays from natural radio-elements series. The response functions can offer experimental directions for the design of borehole detection system, and provide technique basis and basic data for spectral analysis of natural gamma-rays, and for sonrceless calibration in uranium quantitative interpretation. 展开更多
关键词 LaBr3(Ce) detector complex borehole configurations detector response function monte-carlo simulation
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Monte-Carlo simulation of a stochastic differential equation
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作者 Arif ULLAH Majid KHAN +2 位作者 M KAMRAN R KHAN 盛正卯 《Plasma Science and Technology》 SCIE EI CAS CSCD 2017年第12期6-14,共9页
For solving higher dimensional diffusion equations with an inhomogeneous diffusion coefficient,Monte Carlo(MC) techniques are considered to be more effective than other algorithms, such as finite element method or f... For solving higher dimensional diffusion equations with an inhomogeneous diffusion coefficient,Monte Carlo(MC) techniques are considered to be more effective than other algorithms, such as finite element method or finite difference method. The inhomogeneity of diffusion coefficient strongly limits the use of different numerical techniques. For better convergence, methods with higher orders have been kept forward to allow MC codes with large step size. The main focus of this work is to look for operators that can produce converging results for large step sizes. As a first step, our comparative analysis has been applied to a general stochastic problem.Subsequently, our formulization is applied to the problem of pitch angle scattering resulting from Coulomb collisions of charge particles in the toroidal devices. 展开更多
关键词 monte-carlo simulation stochastic differential equations toroidal plasmas numerical methods
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Dynamic simulation of beam-like structure with a crack subjected to a random moving mass oscillator 被引量:1
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作者 M.M.Ettefagh M.H.Sadeghi M.Rezaee 《Earthquake Engineering and Engineering Vibration》 SCIE EI CSCD 2009年第3期447-458,共12页
In this paper, dynamic simulation of a beam-like structure with a transverse open crack subjected to a random moving mass oscillator is investigated. The simultaneous effect of a crack and a random oscillator has not ... In this paper, dynamic simulation of a beam-like structure with a transverse open crack subjected to a random moving mass oscillator is investigated. The simultaneous effect of a crack and a random oscillator has not been addressed up to now. The crack in the beam at different locations and with different depths is considered as one group of damage, each as an individual imperfection. In addition, bearing immobility is considered as another type of problem in the beam. Mass, stiffness, damping and velocity of the oscillator are assumed to be random parameters. An improved perturbation technique is applied to reduce the simulation time. It was found that there is a maximum value of the variance of each uncertain parameter, in which the maximum reliability of the perturbation method can be achieved, and that this maximum value can be obtained by the Alpha-Hilber Monte-Carlo simulation method. The simulation results reveal that the mass and the velocity uncertainty cause high uncertainty in the deflection of the beam. Also, the pattern of the deflection is not affected by different random oscillator parameters, and as a result, the type of damage can be identified even with high uncertainty. Moreover, the deflection in the nodes around the mid-span of the beam provides the best information regarding the imperfections, and consequently leads to the best sensor locations in an actual experiment. 展开更多
关键词 bridge-vehicle interaction moving mass oscillator random parameters monte-carlo simulation perturbation method
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A Monte Carlo Simulation of Radiation Damage of SiC and Nb Using JA-IPU Code 被引量:1
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作者 Nagendra Singh Raghaw Vinod Kumar +2 位作者 Ambika Tundwal Yury Korovin Jindrich Adam 《Journal of Energy and Power Engineering》 2015年第11期967-975,共9页
MC (Monte Carlo) simulation code, JA-IPU is used to study radiation damage of SiC irradiated to spallation neutron and AmBe neutron spectra. The code is based on the major physical processes of radiation damage on i... MC (Monte Carlo) simulation code, JA-IPU is used to study radiation damage of SiC irradiated to spallation neutron and AmBe neutron spectra. The code is based on the major physical processes of radiation damage on incorporation of atomic collision cascade and limited to 10 MeV neutron energy. A phenomenological relation for radiation swelling is also derived. Based on the calculation of swelling, DPA (displacement per atom), defect production efficiency and effective threshold energy, Efff from the data of MC simulation, SiC is inferred to be a highly radiation resistant material when compared with Nb and Ni metals which are used in composition of several reactor steels. Experimental results of hill-hock density measured using AFM (atomic force microscopy), also confirm radiation resistant behavior of SiC. 展开更多
关键词 monte-carlo simulation radiation resistant material DPA effective damage threshold energy.
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RELIABILITY ASSESSMENT OF STRUCTURAL SYSTEMS BASED ON DIRECTIONAL VECTOR SIMULATION TECHNIQUE
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作者 Zhang Liangxin Hu Yunchang 《Acta Mechanica Solida Sinica》 SCIE EI 2000年第3期237-245,共9页
The new improved directional vector simulation method foranalyzing the reliability of struc- tural systems failure probabilityis researched. This paper also points out the defects of generaldirectional vector simulati... The new improved directional vector simulation method foranalyzing the reliability of struc- tural systems failure probabilityis researched. This paper also points out the defects of generaldirectional vector simulation, and gives rise to a new higheraccuracy approximate integral formula of structural systems failureprobability. A new geometric meaning of characteristic function isobtained. A new simple method of generating uniformly distributedrandom vector sample sin n-dimensional unit hyper-spherical surfaceis put forward and strictly proved. This method is easy to put intopractice. Numerical examples are given to show the applicability andeffectiveness of the suggested approach to structural systemsreliability problems. 展开更多
关键词 monte-carlo simulation directional vector simulation rliability index
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Mechanisms of atmospheric neutron-induced single event upsets in nanometric SOI and bulk SRAM devices based on experiment-verified simulation tool
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作者 Zhi-Feng Lei Zhan-Gang Zhang +1 位作者 Yun-Fei En Yun Huang 《Chinese Physics B》 SCIE EI CAS CSCD 2018年第6期336-340,共5页
In this paper, a simulation tool named the neutron-induced single event effect predictive platform(NSEEP^2) is proposed to reveal the mechanism of atmospheric neutron-induced single event effect(SEE) in an electro... In this paper, a simulation tool named the neutron-induced single event effect predictive platform(NSEEP^2) is proposed to reveal the mechanism of atmospheric neutron-induced single event effect(SEE) in an electronic device, based on heavy-ion data and Monte-Carlo neutron transport simulation. The detailed metallization architecture and sensitive volume topology of a nanometric static random access memory(SRAM) device can be considered to calculate the real-time soft error rate(RTSER) in the applied environment accurately. The validity of this tool is verified by real-time experimental results. In addition, based on the NSEEP^2, RTSERs of 90 nm–32 nm silicon on insulator(SOI) and bulk SRAM device under various ambient conditions are predicted and analyzed to evaluate the neutron SEE sensitivity and reveal the underlying mechanism. It is found that as the feature size shrinks, the change trends of neutron SEE sensitivity of bulk and SOI technologies are opposite, which can be attributed to the different MBU performances. The RTSER of bulk technology is always 2.8–64 times higher than that of SOI technology, depending on the technology node, solar activity, and flight height. 展开更多
关键词 atmospheric neutron single event effects soft error rate monte-carlo simulation
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APPLICATION OF MONTE-CARLO SIMULATED ANNEALING ON CONFORMATIONAL ANALYSIS
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作者 Qiao Lin DENG Yu Zhen HAN Lu Hua LAI Xiao Jie XU You Qi TANG Institute of Physical Chemistry, Peking University, Beijing 100871 Ming Hong Hao Institute of Molecular Science, Shanxi University, Taiyuan 《Chinese Chemical Letters》 SCIE CAS CSCD 1991年第10期809-812,共4页
Monte-Carlo simulated annealing method (SA) was applied to the conformational analysis of flexible molecules such as peptides. The programs SAMM and SAPEP have been developed, using MM2 force field for organic molecul... Monte-Carlo simulated annealing method (SA) was applied to the conformational analysis of flexible molecules such as peptides. The programs SAMM and SAPEP have been developed, using MM2 force field for organic molecules and ECEPP/2 force field for peptides respectively. 展开更多
关键词 TH APPLICATION OF monte-carlo simulATED ANNEALING ON CONFORMATIONAL ANALYSIS DE FLEXIBLE
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Study on the random simulation times of mining engineering reliability
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作者 毕忠伟 丁德馨 张新华 《Journal of Coal Science & Engineering(China)》 2005年第2期13-15,共3页
The theory of Monte-Carlo simulation method is that the event happened probability was estimated by happened frequency in the experiments. So it is very im-portant to ascertain the times of simulation. The probability... The theory of Monte-Carlo simulation method is that the event happened probability was estimated by happened frequency in the experiments. So it is very im-portant to ascertain the times of simulation. The probability and statistic theory are used to determine the optimal simulation times through strict mathematic reasoning. The study of two cases is made to show the availability of the presented method, and some relative problems were discussed. 展开更多
关键词 mining engineering monte-carlo RELIABILITY random simulation
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Simulation Study on High Energy Cosmic Electron Detection by Shower Image
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作者 Rong Xu Jin Chang +3 位作者 S. Torii K. Kasahara T. Tamura K. Yoshida 《Chinese Journal of Astronomy and Astrophysics》 CSCD 2007年第6期839-844,共6页
Many projects have recently been carried out and proposed for observing high energy electrons since it is realized that cosmic ray electrons are very important when studying the dark matter particles and the accelerat... Many projects have recently been carried out and proposed for observing high energy electrons since it is realized that cosmic ray electrons are very important when studying the dark matter particles and the acceleration mechanism of cosmic rays. An imaging calorimeter, BETS (Balloon-borne Electron Telescope with Scintillator fiber), has been developed for this purpose. Using pattern analysis of the shower development, the electrons can be selected from those primary cosmic ray proton events with flux heights one-tenth that of the electrons. The Monte-Carlo simulation is indispensable for the instrument design, the signal trigger and the data analysis. We present different shower simulation codes and compare the simulation results with the beam test and the flight data of BETS. We conclude that the code FLUKA2002 gives the most consistent results with the experimental data. 展开更多
关键词 METHODS analytical -- monte-carlo simulation -- cosmic rays
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New Approach to Simulating the Absorption of Gamma Radiations Using the Monte-Carlo Method: A Computational Study
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作者 Alireza Heidari Mohammadali Ghorbani 《Journal of Modern Physics》 2012年第3期260-265,共6页
The following article has been retracted due to the investigation of complaints received against it. Mr. Mohammadali Ghorbani (corresponding author and also the last author) cheated the author’s name: Alireza Heidari... The following article has been retracted due to the investigation of complaints received against it. Mr. Mohammadali Ghorbani (corresponding author and also the last author) cheated the author’s name: Alireza Heidari. The scientific community takes a very strong view on this matter and we treat all unethical behavior such as plagiarism seriously. This paper published in Vol.3 No.3, 260-265, 2012, has been removed from this site. 展开更多
关键词 simulation PHOTON TRANSPORT MATERIAL monte-carlo Method Klein-Nishina Distribution
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A new hybrid method—combined heat flux method with Monte-Carlo method to analyze thermal radiation 被引量:2
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作者 Zengwu Zhao Daqiang Cang +2 位作者 Wenfei Wu Yike Li Baowei Li 《Journal of University of Science and Technology Beijing》 CSCD 2006年第1期25-28,共4页
A new hybrid method, Monte-Carlo-Heat-Flux (MCHF) method, was presented to analyze the radiative heat transfer of participating medium in a three-dimensional rectangular enclosure using combined the Monte-Carlo meth... A new hybrid method, Monte-Carlo-Heat-Flux (MCHF) method, was presented to analyze the radiative heat transfer of participating medium in a three-dimensional rectangular enclosure using combined the Monte-Carlo method with the heat flux method. Its accuracy and reliability was proved by comparing the computational results with exact results from classical "Zone Method". 展开更多
关键词 radiation heat transfer SCATTERING numerical simulation monte-carlo method heat flux method
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Monte-Carlo simulation of a compact gamma-ray detector using wavelength-shifting fibers coupled to a YAP scintillation crystal 被引量:1
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作者 祝杰 马红光 +3 位作者 马文彦 曾晖 汪兆民 许咨宗 《Chinese Physics C》 SCIE CAS CSCD 北大核心 2008年第5期377-380,共4页
The production and transportation of fluorescent light produced in wavelength-shifting fibers (WSFs) coupled to YAP scintillation crystal is simulated using the GEANT4 codes. An advantage of the wavelength-shifting ... The production and transportation of fluorescent light produced in wavelength-shifting fibers (WSFs) coupled to YAP scintillation crystal is simulated using the GEANT4 codes. An advantage of the wavelength-shifting fiber readout technique over a direct readout with a position-sensitive photo-sensor is the reduced requirement for position sensitive photomultiplier tube photocathode area. With this gamma-ray detector, the gamma camera is small and flexible and has larger effective field of view and low cost. Simulation results show that a) a mean 12 of photons per 59.5 keV gamma ray interaction is produced in the WSF located nearest to the incident gamma ray, and a spatial resolution of 3.6 mm FWHM is obtained, b) a mean 27 of photons per 140 keV gamma ray interaction is produced and a spatial resolution of 3.1 mm FWHM is obtained. Results demonstrate the feasibility of this concept of a compact gamma-ray detector based on wavelength-shifting fibers readout. However, since the very low photoelectron levels, it is very important to use a photon counting device with good single photo-electron response to readout the WSFs. 展开更多
关键词 monte-carlo simulation WSF spatial resolution
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Trajectory and Correction Maneuver During the Transfer from Earth to Halo Orbit 被引量:8
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作者 徐明 徐世杰 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2008年第3期200-206,共7页
This article addresses the design of the trajectory transferring from Earth to Halo orbit, and proposes a timing closed-loop strategy of correction maneuver during the transfer in the frame of circular restricted thre... This article addresses the design of the trajectory transferring from Earth to Halo orbit, and proposes a timing closed-loop strategy of correction maneuver during the transfer in the frame of circular restricted three body problem (CR3BP). The relation between the Floquet multipliers and the magnitudes of Halo orbit is established, so that the suitable magnitude for the aerospace mission is chosen in terms of the stability of Halo orbit. The stable manifold is investigated from the Poincar6 mapping defined which is different from the previous researches, and six types of single-impulse transfer trajectories are attained from the geometry of the invariant manifolds. Based on one of the trajectories of indirect transfer which are ignored in the most of literatures, the stochastic control theory for imperfect information of the discrete linear stochastic system is applied to design the trajectory correction maneuver. The statistical dispersion analysis is performed by Monte-Carlo simulation, 展开更多
关键词 libration point Halo orbit orbit design trajectory correction maneuver stochastic control theory monte-carlo simulation
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