Nikita V. Kudinov, Alena А. Filina, A. Nikitina, Denis V. Bondarenko, Irina F. Razveeva
{"title":"Simulation of Vertical Movements of Seawater in Stratified Reservoirs","authors":"Nikita V. Kudinov, Alena А. Filina, A. Nikitina, Denis V. Bondarenko, Irina F. Razveeva","doi":"10.23947/2687-1653-2023-23-2-212-224","DOIUrl":null,"url":null,"abstract":"Introduction. In the field of computational mathematics, there are many ways to approximate the model of fluid mechanics. Methods and estimates of approximation quality criteria, such as stability and convergence, are developed, while a combination of approaches to constructing economical difference schemes, such as splitting by physical processes, regularization by B. N. Chetverushkin, a linear combination of the Upwind and Standard Leapfrog difference schemes in aggregate has not been implemented and evaluated before. The authors were faced with the task of approximating each part of the hydrodynamic model split by physical processes with the most adequate scheme and further investigating the correctness of this approach.Materials and Methods. The mathematical model of hydrophysical processes is closed by the empirical equation of the state of salt water. Significant properties were selected, a mathematical model was built. Difference operators approximated differential operators. An algorithm for layer-by-layer modeling of transients was constructed. The algorithm has been implemented in the form of the program, which mainly contains elementwise (massively-parallel) operations.Results. Mathematical models of hydrodynamic processes in reservoirs were obtained, taking into account three equations of motion in the presence of a density gradient of the aqueous medium when hydrostatic approximation was abandoned. A new method of calculating the pressure field using B. N. Chetverushkin’s regularizers in the continuity equation was tested. A software module for numerical simulation of hydrophysical processes of water movement with different salinity and density was developed. This is open-source software that provides not only the redefinition of empirical dependences (as algebraic functions), but also the connection of external simulating modules to display dependences algorithmically.Discussion and Conclusion. The developed model of hydrophysics, taking into account the properties of salt water and the dynamic relationship of the mechanical movement of water with salinity, can be used to study the formation of a nonequilibrium distribution of parameters and identify the most stable parameters of the aquatic environment. The model explains the downward movement of oxygen. That will help in the future to estimate the values of the parameters of the aquatic environment, which are difficult to measure directly. It can be used in the procedure of parametric identification of hard-to-measure parameters of the aquatic environment.","PeriodicalId":13758,"journal":{"name":"International Journal of Advanced Engineering Research and Science","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2023-07-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Advanced Engineering Research and Science","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.23947/2687-1653-2023-23-2-212-224","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Introduction. In the field of computational mathematics, there are many ways to approximate the model of fluid mechanics. Methods and estimates of approximation quality criteria, such as stability and convergence, are developed, while a combination of approaches to constructing economical difference schemes, such as splitting by physical processes, regularization by B. N. Chetverushkin, a linear combination of the Upwind and Standard Leapfrog difference schemes in aggregate has not been implemented and evaluated before. The authors were faced with the task of approximating each part of the hydrodynamic model split by physical processes with the most adequate scheme and further investigating the correctness of this approach.Materials and Methods. The mathematical model of hydrophysical processes is closed by the empirical equation of the state of salt water. Significant properties were selected, a mathematical model was built. Difference operators approximated differential operators. An algorithm for layer-by-layer modeling of transients was constructed. The algorithm has been implemented in the form of the program, which mainly contains elementwise (massively-parallel) operations.Results. Mathematical models of hydrodynamic processes in reservoirs were obtained, taking into account three equations of motion in the presence of a density gradient of the aqueous medium when hydrostatic approximation was abandoned. A new method of calculating the pressure field using B. N. Chetverushkin’s regularizers in the continuity equation was tested. A software module for numerical simulation of hydrophysical processes of water movement with different salinity and density was developed. This is open-source software that provides not only the redefinition of empirical dependences (as algebraic functions), but also the connection of external simulating modules to display dependences algorithmically.Discussion and Conclusion. The developed model of hydrophysics, taking into account the properties of salt water and the dynamic relationship of the mechanical movement of water with salinity, can be used to study the formation of a nonequilibrium distribution of parameters and identify the most stable parameters of the aquatic environment. The model explains the downward movement of oxygen. That will help in the future to estimate the values of the parameters of the aquatic environment, which are difficult to measure directly. It can be used in the procedure of parametric identification of hard-to-measure parameters of the aquatic environment.
介绍。在计算数学领域,有许多近似流体力学模型的方法。逼近质量标准(如稳定性和收敛性)的方法和估计得到了发展,而构建经济差分方案的方法的组合,如物理过程的分裂,B. N. Chetverushkin的正则化,逆风和标准跨越式差分方案的线性组合在总体上尚未实现和评估。作者面临的任务是用最合适的方案逼近被物理过程分割的水动力模型的每个部分,并进一步研究这种方法的正确性。材料与方法。水物理过程的数学模型可以用咸水状态的经验方程来封闭。选取重要属性,建立数学模型。差分算子近似微分算子。构造了一种瞬态逐层建模算法。该算法以程序的形式实现,其中主要包含元素(大规模并行)运算。在放弃流体静力近似时,考虑了水介质存在密度梯度时的三个运动方程,得到了储层流体动力过程的数学模型。试验了一种利用连续方程中的切特鲁什金正则化器计算压力场的新方法。开发了不同盐度和密度下水运动物理过程数值模拟软件模块。这是一个开源软件,它不仅提供了经验依赖关系的重新定义(作为代数函数),而且还提供了外部模拟模块的连接,以算法显示依赖关系。讨论与结论。建立的水物理模型考虑了咸水的性质和水的机械运动与盐度的动态关系,可用于研究参数的非平衡分布的形成,并确定最稳定的水环境参数。这个模型解释了氧的向下运动。这将有助于今后估计难以直接测量的水生环境参数的值。该方法可用于水生环境中难以测量的参数的参数识别。