RBF interpolation of boundary values in the BEM for heat transfer problems

Mai-Duy, Nam and Tran-Cong, Thanh (2003) RBF interpolation of boundary values in the BEM for heat transfer problems. International Journal of Numerical Methods for Heat and Fluid Flow, 13 (5/6). pp. 611-632. ISSN 0961-5539

[img]
Preview
Text (Accepted Version)
Mai-Duy_Tran-Cong_RBF_interpolation_Author's_version.pdf

Download (281Kb)
[img]
Preview
Text
Mai-Duy_Tran-Cong_RBF_interpolation_Publ_version.pdf

Download (367Kb) | Preview

Abstract

[Abstract]: This paper is concerned with the application of radial basis function networks (RBFNs) as interpolation functions for all boundary values in the boundary element method (BEM) for the numerical solution of heat transfer problems. The quality of the estimate of boundary integrals is greatly affected by the type of functions used to interpolate the temperature, its normal derivative and the geometry along the boundary from the nodal values. In this paper, instead of conventional Lagrange polynomials, interpolation functions representing these variables are based on the “universal approximator” RBFNs, resulting in much better estimates. The proposed method is verified on problems with different variations of temperature on the boundary from linear level to higher orders. Numerical results obtained show that the BEM with indirect RBFN (IRBFN) interpolation performs much better than the one with linear or quadratic elements in terms of accuracy and convergence rate. For example, for the solution of Laplace's equation in 2D, the BEM can achieve the norm of error of the boundary solution of O(10-5) by using IRBFN interpolation while quadratic BEM can achieve a norm only of O(10-2) with the same boundary points employed. The IRBFN-BEM also appears to have achieved a higher efficiency. Furthermore, the convergence rates are of O(h1.38) and O(h4.78) for the quadratic BEM and the IRBFN-based BEM, respectively, where h is the nodal spacing.


Statistics for USQ ePrint 2989
Statistics for this ePrint Item
Item Type: Article (Commonwealth Reporting Category C)
Refereed: Yes
Item Status: Live Archive
Additional Information: Deposited in accordance with the copyright policy of the publisher.
Depositing User: epEditor USQ
Faculty / Department / School: Historic - Faculty of Engineering and Surveying - Department of Mechanical and Mechatronic Engineering
Date Deposited: 11 Oct 2007 01:18
Last Modified: 12 Aug 2013 01:49
Uncontrolled Keywords: boundary element method; boundary integral equation; heat transfer
Fields of Research (FOR2008): 01 Mathematical Sciences > 0103 Numerical and Computational Mathematics > 010302 Numerical Solution of Differential and Integral Equations
09 Engineering > 0915 Interdisciplinary Engineering > 091505 Heat and Mass Transfer Operations
Identification Number or DOI: doi: 10.1108/09615530310482472
URI: http://eprints.usq.edu.au/id/eprint/2989

Actions (login required)

View Item Archive Repository Staff Only