Результаты поиска по 'modelling':
Найдено статей: 757
  1. Firsov A.A., Isaenkov Yu.I., Krupskiy M.G., Rudakov V.Yu., Filimonova E.A., Yarantsev D.A., Leonov S.B.
    Nonequilibrium initiation of volumetric combustion in a combustion engine: modeling and experimental setup
    Computer Research and Modeling, 2014, v. 6, no. 6, pp. 911-922

    The paper presents results of experimental, computational and analytical study of the effect of nonequilibrium chemical activation of air-fuel mixture on effectiveness of Diesel process. The generation of a high-voltage multi-streamer discharge in combustion chamber at the compression phase is considered as the method of the activation. The description of electrical discharge system, results of measurement and visualization are presented. The plasma-chemical kinetics of nonequilibrium ignition is analyzed to establish a passway for a proper reduction of chemical kinetics scheme. The results of numerical simulation of gas dynamic processes at presence of plasma-assisted combustion in a geometrical configuration close to the experimental one are described.

    Views (last year): 3. Citations: 4 (RSCI).
  2. Abgaryan K.K., Zhuravlev A.A., Zagordan N.L., Reviznikov D.L.
    Discrete-element simulation of a spherical projectile penetration into a massive obstacle
    Computer Research and Modeling, 2015, v. 7, no. 1, pp. 71-79

    А discrete element model is applied to the problem of a spherical projectile penetration into a massive obstacle. According to the model both indenter and obstacle are described by a set of densely packed particles. To model the interaction between the particles the two-parameter Lennard–Jones potential is used. Computer implementation of the model has been carried out using parallelism on GPUs, which resulted in high spatial — temporal resolution. Based on the comparison of the results of numerical simulation with experimental data the binding energy has been identified as a function of the dynamic hardness of materials. It is shown that the use of this approach allows to accurately describe the penetration process in the range of projectile velocities 500–2500 m/c.

    Views (last year): 5. Citations: 5 (RSCI).
  3. Dudarov S.P., Diev A.N., Fedosova N.A., Koltsova E.M.
    Simulation of properties of composite materials reinforced by carbon nanotubes using perceptron complexes
    Computer Research and Modeling, 2015, v. 7, no. 2, pp. 253-262

    Use of algorithms based on neural networks can be inefficient for small amounts of experimental data. Authors consider a solution of this problem in the context of modelling of properties of ceramic composite materials reinforced with carbon nanotubes using perceptron complex. This approach allowed us to obtain a mathematical description of the object of study with a minimal amount of input data (the amount of necessary experimental samples decreased 2–3.3 times). Authors considered different versions of perceptron complex structures. They found that the most appropriate structure has perceptron complex with breakthrough of two input variables. The relative error was only 6%. The selected perceptron complex was shown to be effective for predicting the properties of ceramic composites. The relative errors for output components were 0.3%, 4.2%, 0.4%, 2.9%, and 11.8%.

    Views (last year): 2. Citations: 1 (RSCI).
  4. Kanunnikova E.A.
    On an analytic-numerical method to simulate heat transfer process on $p$-dimensional complex geometry domains
    Computer Research and Modeling, 2015, v. 7, no. 4, pp. 865-873

    The article presents an analytical-numerical method to simulate $p$-dimentional heat transfer processes on complex geometry domains when conventional methods are not applicable. The model is converted by the proposed method so that conventional numerical analysis methods is applied to the numerical research. The results of numerical experiments are given to demonstrate the effectiveness of the proposed method. The obtained results, other authors’ numerical results and exact analytical solutions, known for a class of problems, is compared.

    Views (last year): 1.
  5. Nazarov V.G.
    Improvement of image quality in a computer tomography by means of integral transformation of a special kind
    Computer Research and Modeling, 2015, v. 7, no. 5, pp. 1033-1046

    The question on improvement of quality of images obtained in a tomography problem is considered. The problem consists in finding of boundaries of inhomogeneities (inclusions) in a continuous medium by results of X-ray radiography of this medium. A nonlinear integral transformation of a special kind is proposed which allows to improve quality of images obtained earlier at a set of papers. The method is realized numerically by the use of computer modelling. Some calculations are carried out with use of data for concrete materials. The results obtained are presented by drawings and graphic images.

    Views (last year): 6.
  6. Kholodov Y.A., Alekseenko A.E., Kholodov A.S., Vasilev M.O., Mishin V.D.
    Development, calibration and verification of mathematical model for multilane urban road traffic flow. Part II
    Computer Research and Modeling, 2015, v. 7, no. 6, pp. 1205-1219

    The goal of this work is to generalize second order mathematical models for automotive flow using algorithm for building state equation — the dependency of pressure on traffic density — which is adequate with regard to real world data. The form of state equation, which closes the system of model equations, is obtained from experimental form of fundamental diagram — the dependency of traffic flow intensity on its density, and completely defines all properties of any phenomenological model. The proposed approach was verified using numerical experiments on typical traffic data, obtained from PeMS system (http://pems.dot.ca.gov/), using segment of I-507 highway in California, USA as model system.

    Views (last year): 3.
  7. Nemchinova A.V.
    Marks of stochastic determinacy of forest ecosystem autogenous succession in Markov models
    Computer Research and Modeling, 2016, v. 8, no. 2, pp. 255-265

    This article describes a method to model the course of forest ecosystem succession to the climax state by means of a Markov chain. In contrast to traditional methods of forest succession modelling based on changes of vegetation types, several variants of the vertical structure of communities formed by late-successional tree species are taken as the transition states of the model. Durations of succession courses from any stage are not set in absolute time units, but calculated as the average number of steps before reaching the climax in a unified time scale. The regularities of succession courses are revealed in the proper time of forest ecosystems shaping. The evidences are obtained that internal features of the spatial and population structure do stochastically determine the course and the pace of forest succession. The property of developing vegetation of forest communities is defined as an attribute of stochastic determinism in the course of autogenous succession.

    Views (last year): 2. Citations: 2 (RSCI).
  8. Krivovichev G.V.
    Stability investigation of finite-difference schemes of lattice Boltzmann method for diffusion modelling
    Computer Research and Modeling, 2016, v. 8, no. 3, pp. 485-500

    Stability of finite difference schemes of lattice Boltzmann method for modelling of 1D diffusion for cases of D1Q2 and D1Q3 lattices is investigated. Finite difference schemes are constructed for the system of linear Bhatnagar–Gross–Krook (BGK) kinetic equations on single particle distribution functions. Brief review of articles of other authors is realized. With application of multiscale expansion by Chapman–Enskog method it is demonstrated that system of BGK kinetic equations at small Knudsen number is transformated to scalar linear diffusion equation. The solution of linear diffusion equation is obtained as a sum of single particle distribution functions. The method of linear travelling wave propagation is used to show the unconditional asymptotic stability of the solution of Cauchy problem for the system of BGK equations at all values of relaxation time. Stability of the scheme for D1Q2 lattice is demonstrated by the method of differential approximation. Stability condition is written in form of the inequality on values of relaxation time. The possibility of the reduction of stability analysis of the schemes for BGK equations to the analysis of special schemes for diffusion equation for the case of D1Q3 lattice is investigated. Numerical stability investigation is realized by von Neumann method. Absolute values of the eigenvalues of the transition matrix are investigated in parameter space of the schemes. It is demonstrated that in wide range of the parameters changing the values of modulas of eigenvalues are lower than unity, so the scheme is stable with respect to initial conditions.

    Views (last year): 2. Citations: 1 (RSCI).
  9. Bashkirtseva I.A., Boyarshinova P.V., Ryazanova T.V., Ryashko L.B.
    Analysis of noise-induced destruction of coexistence regimes in «prey–predator» population model
    Computer Research and Modeling, 2016, v. 8, no. 4, pp. 647-660

    The paper is devoted to the analysis of the proximity of the population system to dangerous boundaries. An intersection of these boundaries results in the collapse of the stable coexistence of interacting populations. As a reason of such destruction one can consider random perturbations inevitably presented in any living system. This study is carried out on the example of the well-known model of interaction between predator and prey populations, taking into account both a stabilizing factor of the competition of predators for another than prey resources, and also a destabilizing saturation factor for predators. To describe the saturation of predators, we use the second type Holling trophic function. The dynamics of the system is studied as a function of the predator saturation, and the coefficient of predator competition for resources other than prey. The paper presents a parametric description of the possible dynamic regimes of the deterministic model. Here, local and global bifurcations are studied, and areas of sustainable coexistence of populations in equilibrium and the oscillation modes are described. An interesting feature of this mathematical model, firstly considered by Bazykin, is a global bifurcation of the birth of limit cycle from the separatrix loop. We study the effects of noise on the equilibrium and oscillatory regimes of coexistence of predator and prey populations. It is shown that an increase of the intensity of random disturbances can lead to significant deformations of these regimes right up to their destruction. The aim of this work is to develop a constructive probabilistic criterion for the proximity of the population stochastic system to the dangerous boundaries. The proposed approach is based on the mathematical technique of stochastic sensitivity functions, and the method of confidence domains. In the case of a stable equilibrium, this confidence domain is an ellipse. For the stable cycle, this domain is a confidence band. The size of the confidence domain is proportional to the intensity of the noise and stochastic sensitivity of the initial deterministic attractor. A geometric criterion of the exit of the population system from sustainable coexistence mode is the intersection of the confidence domain and the corresponding separatrix of the unforced deterministic model. An effectiveness of this analytical approach is confirmed by the good agreement of theoretical estimates and results of direct numerical simulations.

    Views (last year): 14. Citations: 4 (RSCI).
  10. Dyadkin A.A., Pavlov A.O., Simakova T.V., Chetkin S.V.
    Analysis of the possibility of investigation of hydrodynamic responses and landing dynamics of space module impacting water with FlowVision CFD software
    Computer Research and Modeling, 2017, v. 9, no. 1, pp. 47-55

    The results of verification carried out for investigations of hydrodynamic effect on reentry conicalsegmental space vehicle are presented in the paper. The program complex Flow Vision is used for this analysis. The purpose of the study is verification of using Flow Vision program complex for problem solving mentioned above on the base of comparison between calculated and experimental data, obtained on the Apollo landing models and new development reentry spacecraft of manned transporting spaceship designed by RSC Energia. The comparison was carried out through the data of pressure values on spacecraft model surfaces during its water landing and inertia center motion parameters.

    The results of study show good agreement between experimental and calculated data of force effects on vehicle construction during water landing and its motion parameters in the water medium. Computer simulation sufficiently well reproduces influence of initial velocities & water entry angles variations on water landing process.

    Using of computer simulation provides simultaneous acquisition of all data information needed for investigation of water landing peculiarities during construction design, notably, hydrodynamic effects for structural strength calculations, parameters and dynamics of center mass motion and vehicle revolution around center mass for estimation water landing conditions, as well as vehicle stability after landing.

    Obtained results confirm suitability of using Flow Vision program complex for water landing vehicle investigations and investigations of influence of different landing regimes through wide initial condition change range, that permits considerably decrease extent of expensive experimental tests and realize landing conditions which are sufficiently complicated for realizing in model physical experiments.

    Views (last year): 10.
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