A High-Order Accurate Meshless Method for Solution of Incompressible Fluid Flow Problems

TL;DR

This paper introduces a high-order accurate meshless method using Polyharmonic splines with appended polynomials for solving incompressible fluid flow problems, demonstrating rapid convergence and high accuracy in complex domains.

Contribution

The paper extends PHS-RBF meshless methods to incompressible Navier-Stokes equations, improving convergence and accuracy for fluid flow simulations in complex geometries.

Findings

Fast convergence with point refinement and polynomial degree

Successful application to lid-driven cavity and vortex shedding problems

Effective solution of Euler equations in fluid dynamics

Abstract

Meshless solution to differential equations using radial basis functions (RBF) is an alternative to grid based methods commonly used. Since the meshless method does not need an underlying connectivity in the form of control volumes or elements, issues such as grid skewness that adversely impact accuracy are eliminated. Gaussian, Multiquadrics and inverse Multiquadrics are some of the most popular RBFs used for the solutions of fluid flow and heat transfer problems. But they have additional shape parameters that have to be fine tuned for accuracy and stability. Moreover, they also face stagnation error when the point density is increased for accuracy. Recently, Polyharmonic splines (PHS) with appended polynomials have been shown to solve the above issues and give rapid convergence of discretization errors with the degree of appended polynomials. In this research, we extend the PHS-RBF method for the solution of incompressible Navier-Stokes equations. A fractional step method with explicit convection and explicit diffusion terms is combined with a pressure Poisson equation to satisfy the momentum and continuity equations. Systematic convergence tests have been performed for five model problems with two of them having analytical solutions. We demonstrate fast convergence both with refinement of number of points and degree of appended polynomials. The method is further applied to solve problems such as lid-driven cavity and vortex shedding over circular cylinder. We have also analyzed the performance of this approach for solution of Euler equations. The proposed method shows promise to solve fluid flow and heat transfer problems in complex domains with high accuracy.