基于FTCS格式和数值滤波器的污染物传输二维数值模型的开发

IF 0.2 Q4 ENGINEERING, MULTIDISCIPLINARY Makara Journal of Technology Pub Date : 2021-12-30 DOI:10.7454/mst.v25i3.3966
Ravena Maitsa, Q. Hafiyyan, M. Adityawan, I. Magdalena, A. A. Kuntoro, H. Kardhana
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引用次数: 1

摘要

本研究采用有限差分法建立了污染物迁移现象模拟的数值模型。在数学上,这种现象通常用平流-扩散微分方程来描述,该方程是从连续性方程和菲克第一定律的组合中获得的。前向时间-中心空间(FTCS)格式是显式有限差分方法之一,由于其在求解微分方程方面的简单性,因此在本研究中用于求解该模型。然而,这种方法目前是不稳定的,这导致了模型的振荡。因此,在FTCS方法中添加了数值滤波器(Hansen),以提高模型的稳定性。将所建立的数值模型应用于几个一维和二维污染物迁移试验案例。仿真结果与现有解析解进行了比较,验证了所建立的模型的正确性,表明该模型能够很好地模拟污染物的迁移现象。此外,数值滤波器可以提高模型的稳定性。
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Development of A 2D Numerical Model for Pollutant Transport using FTCS Scheme and Numerical Filter
This study used the finite difference method to develop a numerical model for pollutant transport phenomenon simulation. Mathematically, the phenomenon is often described by the advection–diffusion differential equation, which is obtained from a combination of the continuity equation and Fick’s first law. The Forward Time Central Space (FTCS) scheme is one of the explicit finite difference methods and is used in this study to solve the model due to its simplicity in solving a differential equation. Yet, this method is currently unstable, which results in oscillations in the model. Thus, a numerical filter (Hansen) is added to the FTCS method to improve the stability of the model. The developed numerical model is applied to several 1D and 2D pollutant transport test cases. Simulation results are compared with those of existing analytical solutions to verify the developed model, and they show that the developed model can simulate the pollutant transport phenomenon well. Moreover, the numerical filter can increase the model stability.
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来源期刊
Makara Journal of Technology
Makara Journal of Technology ENGINEERING, MULTIDISCIPLINARY-
自引率
0.00%
发文量
13
审稿时长
20 weeks
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