An hp-adaptive quadrature method for irregular integrands: Application to the population balance equation birth term

作者: Mathias Engh , Jannike Solsvik , Hugo A. Jakobsen

DOI: 10.1016/J.CES.2019.03.083

关键词: Population balance equationApplied mathematicsNumerical integrationQuadrature (mathematics)Adaptive quadratureGridGaussian quadraturePopulation balance modelMathematics

摘要: Abstract The solution of the population balance equation requires integration several source terms. In numerical weighted residuals methods, Gaussian quadrature is a natural candidate for integration. Previous works using methods solving did use fixed grid points. This work shows that adaptive points can lead to more efficient and accurate solutions equation. For cases where integrand high degree irregularity, hp-optimization method distributes such becomes than with grid. An additional improvement amount changes fit need each integral present, rather having one set all cases. A simple model demonstrates approach.

参考文章(32)
George Karniadakis, Spencer J. Sherwin, Spectral/hp Element Methods for Computational Fluid Dynamics ,(2005)
C.A. Dorao, H.A. Jakobsen, hp-adaptive least squares spectral element method for population balance equations Applied Numerical Mathematics. ,vol. 58, pp. 563- 576 ,(2008) , 10.1016/J.APNUM.2006.12.005
C. Yuan, R.O. Fox, Conditional quadrature method of moments for kinetic equations Journal of Computational Physics. ,vol. 230, pp. 8216- 8246 ,(2011) , 10.1016/J.JCP.2011.07.020
Jannike Solsvik, Stian Tangen, Hugo A. Jakobsen, On the constitutive equations for fluid particle breakage Reviews in Chemical Engineering. ,vol. 29, pp. 241- 356 ,(2013) , 10.1515/REVCE-2013-0009
Lawrence R. Mead, N. Papanicolaou, Maximum entropy in the problem of moments Journal of Mathematical Physics. ,vol. 25, pp. 2404- 2417 ,(1984) , 10.1063/1.526446
C.A. Coulaloglou, L.L. Tavlarides, Description of interaction processes in agitated liquid-liquid dispersions Chemical Engineering Science. ,vol. 32, pp. 1289- 1297 ,(1977) , 10.1016/0009-2509(77)85023-9
M. Wulkow, A. Gerstlauer, U. Nieken, Modeling and simulation of crystallization processes using parsival Chemical Engineering Science. ,vol. 56, pp. 2575- 2588 ,(2001) , 10.1016/S0009-2509(00)00432-2
Nicholas Hale, Alex Townsend, FAST AND ACCURATE COMPUTATION OF GAUSS-LEGENDRE AND GAUSS-JACOBI QUADRATURE NODES AND WEIGHTS ∗ SIAM Journal on Scientific Computing. ,vol. 35, ,(2013) , 10.1137/120889873