Spectral Solutions of a Combined Multifluid-population Balance Model Describing Bubbly Flow - A Numerical Study of weighted Residual Methods

Fluid particle breakage and coalescence phenomena are important for optimal operation for industrial process units like the bobble column reactors. The population balance equation (PBE) can be applied to describe the evolution of populations of countable entities such as the bubbles in the bubble column. In recent literature, the least-squares methods has been adopted for the approximate solution of population balance (PB) models. Adopting a weighted residual method such as the least-squares method, the distribution function resolved instead of obtaining only a few moments of the distribution function. The performance of the least-squares method for PB problems should be compared to other techniques in the family of weighted residual methods. The aim of the present study is to evaluate the orthogonal collocation, tau and last-squares methods for the solution of a combined multifluid-PB model describing bubbly flows.

[1]  Lawrence L. Tavlarides,et al.  Description of interaction processes in agitated liquid-liquid dispersions , 1977 .

[2]  H. Jakobsen,et al.  Reactor performance optimization by the use of a novel combined pellet reflecting both catalyst and adsorbent properties , 2012 .

[3]  H. Blanch,et al.  Bubble coalescence and break‐up in air‐sparged bubble columns , 1990 .

[4]  Carlos Alberto Dorao,et al.  A least squares method for the solution of population balance problems , 2006, Comput. Chem. Eng..

[5]  Carlos A. Dorao,et al.  Analysis of breakage kernels for population balance modelling , 2009 .

[6]  H. Jakobsen,et al.  Time-property least-squares spectral method for population balance equations , 2009 .

[7]  J. Solsvik,et al.  A numerical study of multicomponent mass diffusion and convection in porous pellets for the sorption-enhanced steam methane reforming and desorption processes , 2011 .

[8]  L. Patruno Experimental and Numerical Investigations of Liquid Fragmentation and Droplet Generation for Gas Processing at High Pressures , 2010 .

[9]  H. Jakobsen,et al.  A Combined Multifluid-Population Balance Model for Vertical Gas−Liquid Bubble-Driven Flows Considering Bubble Column Operating Conditions , 2011 .

[10]  W. E. Stewart,et al.  Solution of boundary-value problems by orthogonal collocation , 1995 .

[11]  Pavel B. Bochev,et al.  Finite Element Methods of Least-Squares Type , 1998, SIAM Rev..

[12]  Hugo A. Jakobsen,et al.  Effects of Jacobi polynomials on the numerical solution of the pellet equation using the orthogonal collocation, Galerkin, tau and least squares methods , 2012, Comput. Chem. Eng..

[13]  Carlos A. Dorao,et al.  hp-adaptive least squares spectral element method for population balance equations , 2008 .

[14]  H. Jakobsen,et al.  Evaluation of Breakage and Coalescence Kernels for Vertical Bubbly Flows Using a Combined Multifluid-population Balance Model Solved by Least Squares Method , 2012 .

[15]  H. Jakobsen,et al.  Least Squares Higher Order Method for the Solution of a Combined Multifluid-Population Balance Model: Modeling and Implementation Issues , 2012 .

[16]  H. Jakobsen,et al.  Model based on population balance for the simulation of bubble columns using methods of the least-square type , 2011 .

[17]  B. Jiang The Least-Squares Finite Element Method: Theory and Applications in Computational Fluid Dynamics and Electromagnetics , 1998 .

[18]  J. Solsvik,et al.  On the population balance equation , 2012 .

[19]  C. Lanczos,et al.  Trigonometric Interpolation of Empirical and Analytical Functions , 1938 .

[20]  Zhengjie Zhu,et al.  The Least-Squares Spectral Element Method Solution of the Gas-Liquid Multi-fluid Model Coupled with the Population Balance Equation , 2009 .

[21]  J. Solsvik,et al.  On the solution of the population balance equation for bubbly flows using the high-order least squares method: implementation issues , 2013 .

[22]  H. Jakobsen,et al.  Application of the least-squares method for solving population balance problems in Rd+1 , 2006 .

[23]  B. Finlayson The method of weighted residuals and variational principles : with application in fluid mechanics, heat and mass transfer , 1972 .

[24]  Carlos A. Dorao,et al.  Time–space-property least squares spectral method for population balance problems , 2007 .

[25]  Doraiswami Ramkrishna,et al.  Population Balances: Theory and Applications to Particulate Systems in Engineering , 2000 .

[26]  Solution of bubble number density with breakage and coalescence in a bubble column by Least-Squares Method , 2009 .

[27]  H. Jakobsen,et al.  On the Modeling and Simulation of Higher Order Breakage for Vertical Bubbly Flows Using the Least Squares Method: Applications for Bubble Column and Pipe Flows , 2012 .

[28]  H. Jakobsen,et al.  Least-squares spectral method for solving advective population balance problems , 2007 .