Higher order difference numerical analyses of a 2D Poisson equation by the interpolation finite difference method and calculation error evaluation
Source abstract
Abstract
In a previous paper, a calculation system for a high-accuracy, high-speed calculation of a one-dimensional (1D) Poisson equation based on the interpolation finite difference method was shown. Spatial high-order finite difference (FD) schemes, including a usual second-order accurate centered space FD scheme, are instantaneously derived on the equally spaced/unequally spaced grid points based on the definition of the Lagrange polynomial function. The upper limit of the higher order FD scheme is not theoretically limited but is studied up to the tenth order, following the previous paper. In the numerical analyses of the 1D Poisson equation published in the previous paper, the FD scheme setting method, SAPI (m), m = 2, 4, …, 10, was defined. Due to specifying the value of m, the setting of FD schemes is uniquely defined. This concept is extended to the numerical analysis of two-dimensional Poisson equations. In this paper, we focus on Poiseuille flows passing through arbitrary cross sections as numerical calculation examples. Over regular and irregular domains, three types of FD methods—(i) forward time explicit method, (ii) time marching successive displacement method, and (iii) alternative direction implicit method—are formulated, and their characteristics of convergence and numerical calculation errors are investigated. The numerical calculation system of the 2D Poisson equation formulated in this paper enables high-accuracy and high-speed calculation by the high-order difference in an arbitrary domain. Especially in the alternative direction implicit method using the band diagonal matrix algorithm, convergence is remarkably accelerated, and high-speed calculation becomes possible.
Source: crossref · Quality: baseline
Research context
OpenAlex topics: Computational Fluid Dynamics and Aerodynamics · Fluid Dynamics and Turbulent Flows · Fluid Dynamics and Vibration Analysis
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
Tsubokura Ground-Survey and Design Ltd. , Fukushima 960-0113, Japan
References (36)
Show source-provided references
1. 1993
2. 2011
3. 2002 · 35
4. The numerical solution of Laplace’s equation10.1063/1.1710426 ↗
5. 1988 · 523
6. Superconvergence of the Shortley-Weller approximation for Dirichlet problems10.1016/s0377-0427(99)00321-0 ↗
7. Effective condition number for finite difference method10.1016/j.cam.2005.11.037 ↗
8. Superconvergence of solution derivatives of the Shortley–Weller difference approximation to Poisson’s equation with singularities on polygonal domains10.1016/j.apnum.2007.02.007 ↗
9. Supra-convergences of Shortley-Weller method for Poisson equation10.12941/jksiam.2014.18.051 ↗
10. The fluid dynamics of heart valves, experimental, theoretical and computational methods10.1146/annurev.fl.14.010182.001315 ↗
11. Numerical simulation of a cylinder in uniform flow, application of a virtual boundary method10.1006/jcph.1996.0036 ↗
12. Analysis of a one dimensional model for the immersed boundary method10.1137/0729022 ↗
13. Combined immersed-boundary/B-spline methods for simulations of flow in complex geometries
14. Combined immersed-boundary finite-difference methods for three-dimensional complex flow simulations10.1006/jcph.2000.6484 ↗
15. Immersed boundary methods10.1146/annurev.fluid.37.061903.175743 ↗
16. 2003
17. A second-order-accurate symmetric discretization of the Poisson equation on irregular domains10.1006/jcph.2001.6977 ↗
18. A fourth order accurate discretization for the Laplace and heat equations on arbitrary domains, with applications to the Stefan problem10.1016/j.jcp.2004.07.018 ↗
19. Guidelines for Poisson solvers on irregular domains with Dirichlet boundary conditions using the ghost fluid method10.1007/s10915-009-9299-8 ↗
20. Comparison of accurate methods for the integration of hyperbolic equations10.1111/j.2153-3490.1972.tb01547.x ↗
21. Higher order accurate difference solutions of fluid mechanics problems by a compact differencing technique10.1016/0021-9991(75)90118-7 ↗
22. Compact finite difference schemes with spectral-like resolution10.1016/0021-9991(92)90324-R ↗
23. Sixth and fourth order compact finite difference schemes for two and three dimension Poisson equation with two methods to derive these schemes
24. Improved finite difference method with a compact correction term for solving Poisson’s equations10.1080/10407790.2016.1215715 ↗
25. O(h4) and O(h6) finite difference approximations to the Helmholtz equation in n-dimensions
26. The Hodie method and its performance for solving elliptic partial differential equations
27. A high-order difference method for differential equations10.1090/s0025-5718-1980-0559190-8 ↗
28. Numerical calculation of fully-developed laminar flows in arbitrary cross-sections using finite-difference method10.1063/1.3652881 ↗
29. Numerical stability analysis and rapid algorithm for calculations of fully developed laminar flow through ducts using time-marching method10.1063/1.4794500 ↗
30. Finite difference method and algebraic polynomial interpolation for numerically solving Poisson’s equation over arbitrary domains10.1063/1.4885555 ↗
31. Numerical analyses of steady-state seepage problems using the interpolation finite difference method10.1016/j.sandf.2016.07.003 ↗
32. New high-precision empirical methods for predicting the seepage discharges and free surface locations of earth dams validated by numerical analyses using the IFDM10.1016/j.sandf.2018.02.011 ↗
33. High-order accurate and high-speed calculation system of 1D Laplace and Poisson equations using the interpolation finite difference method10.1063/1.5096395 ↗
34. 2006
35. 2005
36. 1997