Skip to main content
Top

2020 | OriginalPaper | Chapter

Error Analysis on Galerkin Scheme for the Diffusion Problem

Authors : Wei Shyang Chang, Haswira Hassan, Hazim Fadli Aminnuddin, Vishal Singh, Farzad Ismail

Published in: Proceedings of International Conference of Aerospace and Mechanical Engineering 2019

Publisher: Springer Singapore

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

For advection-diffusion problem, the non-unified approach of classic residual distribution (RD) schemes for advection discretization and pure Galerkin scheme for diffusion discretization has seen accuracy degradation and previous work has dealt with the accuracy analysis of the advection part on various RD schemes. The current work focuses on the accuracy analysis on diffusion discretization scheme of pure Galerkin method with the effect of grid skewness variation. Analytically, the accuracy of the pure Galerkin method is analyzed rigorously with Fourier expansion technique for pure diffusion problem in right-running grid with the introduction of grid skewness parameter as a variable. The truncation error study shows that pure Galerkin scheme is second order accurate in space with minimal or no effect from the variation of skewness. Numerical tests were performed on both steady and unsteady diffusion problems and the outcome matches the analytical study. Additional numerical test on randomized grid revealed that the analytical claims on uniform grid can be extended to poor quality grid. This work suggests that the diffusion discretization using pure Galerkin scheme is not the main factor of the degradation of the accuracy of the non-unified RD-Galerkin scheme.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Perez LJ, Hidalgo JJ, Dentz M (2018) Reactive random walk particle tracking and its equivalence with the advection-diffusion-reaction equation. Water Resour Res Banner 55(1):847–855CrossRef Perez LJ, Hidalgo JJ, Dentz M (2018) Reactive random walk particle tracking and its equivalence with the advection-diffusion-reaction equation. Water Resour Res Banner 55(1):847–855CrossRef
2.
go back to reference Heene M, Hinojosa AP, Obersteiner M, Bungartz HJ, Pflüger D (2018) EXAHD: an exa-scalable two-level sparse grid approach for higher-dimensional problems in plasma physics and beyond. In: Nagel W, Kröner D, Resch M (eds) High performance computing in science and engineering ‘17. Springer, Cham, pp 513–529 Heene M, Hinojosa AP, Obersteiner M, Bungartz HJ, Pflüger D (2018) EXAHD: an exa-scalable two-level sparse grid approach for higher-dimensional problems in plasma physics and beyond. In: Nagel W, Kröner D, Resch M (eds) High performance computing in science and engineering ‘17. Springer, Cham, pp 513–529
3.
go back to reference Karahan H (2001) An iterative method for the solution of dispersion equation in shallow water, In: Brebbia CA (ed) Water pollution VI: modelling, measuring and prediction, Wessex Institute of Technology, Southampton, pp 445–453 Karahan H (2001) An iterative method for the solution of dispersion equation in shallow water, In: Brebbia CA (ed) Water pollution VI: modelling, measuring and prediction, Wessex Institute of Technology, Southampton, pp 445–453
4.
go back to reference Morton KW (1996) Numerical solution of convection-diffusion problems. Chapman and Hall, LondonMATH Morton KW (1996) Numerical solution of convection-diffusion problems. Chapman and Hall, LondonMATH
5.
go back to reference Mazaheri A, Nishikawa H (2015) Improved second-order hyperbolic residual-distribution scheme and its extension to third-order on arbitrary triangular grids. J Comput Phys 300(C):455–491 Mazaheri A, Nishikawa H (2015) Improved second-order hyperbolic residual-distribution scheme and its extension to third-order on arbitrary triangular grids. J Comput Phys 300(C):455–491
6.
go back to reference Singh V, Chizari H, Ismail F, Abgrall R (2018) Non-unified compact residual-distribution methods for scalar advection-Diffusion problems. J Sci Comput 76(3):1521–1546MathSciNetCrossRef Singh V, Chizari H, Ismail F, Abgrall R (2018) Non-unified compact residual-distribution methods for scalar advection-Diffusion problems. J Sci Comput 76(3):1521–1546MathSciNetCrossRef
7.
go back to reference Nishikawa H, Roe PL (2004) On high-order fluctuation-splitting schemes for Navier–Stokes equations. In: 3rd ICCFD Conference, Toronto Nishikawa H, Roe PL (2004) On high-order fluctuation-splitting schemes for Navier–Stokes equations. In: 3rd ICCFD Conference, Toronto
8.
go back to reference Nishikawa H (2019) Efficient gradient stencils for robust implicit finite-volume solver convergence on distorted grids. J Comput Phys 386:486–501MathSciNetCrossRef Nishikawa H (2019) Efficient gradient stencils for robust implicit finite-volume solver convergence on distorted grids. J Comput Phys 386:486–501MathSciNetCrossRef
9.
go back to reference Cao F, Sheng Z, Yuan G (2018) Monotone finite volume schemes for diffusion equation with imperfect interface on distorted meshes. J Sci Comput 76(3):1–23MathSciNetMATH Cao F, Sheng Z, Yuan G (2018) Monotone finite volume schemes for diffusion equation with imperfect interface on distorted meshes. J Sci Comput 76(3):1–23MathSciNetMATH
10.
go back to reference Chizari H, Ismail F (2016) Accuracy variations in residual distribution and finite volume methods on triangular grids. Bull Malays Math Sci Soc 2(5):99–110MATH Chizari H, Ismail F (2016) Accuracy variations in residual distribution and finite volume methods on triangular grids. Bull Malays Math Sci Soc 2(5):99–110MATH
11.
go back to reference Ismail F, Chizari H (2017) Developments of entropy-stable residual distribution methods for conservation laws I: scalar problems. J Comput Phys 330:1093–1115MathSciNetCrossRef Ismail F, Chizari H (2017) Developments of entropy-stable residual distribution methods for conservation laws I: scalar problems. J Comput Phys 330:1093–1115MathSciNetCrossRef
12.
go back to reference Ismail F, Chang WS, Chizari H (2018) On flux-difference residual distribution methods. Bull Malays Math Sci Soc 41(3):1629–1655MathSciNetCrossRef Ismail F, Chang WS, Chizari H (2018) On flux-difference residual distribution methods. Bull Malays Math Sci Soc 41(3):1629–1655MathSciNetCrossRef
13.
go back to reference Nishikawa H (2005) Higher-order discretization of diffusion terms in residual distribution methods. In: 34th VKI CFD lecture series, very high order discretization methods, VKI Lecture Series Nishikawa H (2005) Higher-order discretization of diffusion terms in residual distribution methods. In: 34th VKI CFD lecture series, very high order discretization methods, VKI Lecture Series
14.
go back to reference Tomaich GT (1995) A genuinely multi-dimensional upwinding algorithm for the Navier-Stokes equations on unstructured grids using a compact, highly-parallelizable spatial discretization, PhD Thesis. University of Michigan, Ann Arbor, Michigan Tomaich GT (1995) A genuinely multi-dimensional upwinding algorithm for the Navier-Stokes equations on unstructured grids using a compact, highly-parallelizable spatial discretization, PhD Thesis. University of Michigan, Ann Arbor, Michigan
15.
go back to reference Thomee V (2006) Galerkin finite element methods for parabolic problems, 2nd edn. Springer, Berlin HeidelbergMATH Thomee V (2006) Galerkin finite element methods for parabolic problems, 2nd edn. Springer, Berlin HeidelbergMATH
Metadata
Title
Error Analysis on Galerkin Scheme for the Diffusion Problem
Authors
Wei Shyang Chang
Haswira Hassan
Hazim Fadli Aminnuddin
Vishal Singh
Farzad Ismail
Copyright Year
2020
Publisher
Springer Singapore
DOI
https://doi.org/10.1007/978-981-15-4756-0_4

Premium Partner