Numerical solution of the spatially distributed population balance equation describing the hydrodynamics of interacting liquid-liquid dispersions
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SQMOM tested for splitting in a continuous vessel, aggregation in a batch vessel, and simultaneous splitting and aggregation in a batch vessel; numerical results are in excellent agreement with analytical solutions provided the number of primary and secondary particles is adequately chosen.
“The SQMOM has been tested for several cases i.e., splitting in a continuous vessel, aggregation in a batch vessel, and simultaneous splitting and aggregation in a batch vessel. The numerical results are in excellent agreement with the available analytical solutions [288,321,322] provided that the number of primary and secondary particles is adequately chosen.”
From Modeling and Simulation of Photobioreactors with Computational Fluid Dynamics—A Comprehensive Review (2022) · cites this paper as [321]
Cites
Riemann Solvers and Numerical Methods for Fluid Dynamics
Toro, E. F. (1999) · Springer eBooks · doi:10.1007/978-3-662-03915-1 · Cited by 3,329 · see citing works
Kurganov, A., & Tadmor, E. (2000) · Journal of Computational Physics · doi:10.1006/jcph.2000.6459 · Cited by 1,966 · see citing works
Some problems in particle technology
Hulburt, H. M., & Katz, S. (1964) · Chemical Engineering Science · doi:10.1016/0009-2509(64)85047-8 · Cited by 1,670 · see citing works
Population Balances: Theory and Applications to Particulate Systems in Engineering
Ramkrishna, D. (2000) · Cited by 1,434 · see citing works
Description of interaction processes in agitated liquid-liquid dispersions
Coulaloglou, C. A., & Tavlarides, L. L. (1977) · Chemical Engineering Science · doi:10.1016/0009-2509(77)85023-9 · Cited by 1,245 · see citing works
On the solution of population balance equations by discretization—I. A fixed pivot technique
Kumar, S., & Ramkrishna, D. (1996) · Chemical Engineering Science · doi:10.1016/0009-2509(96)88489-2 · Cited by 1,109 · see citing works
A discretized population balance for nucleation, growth, and aggregation
Hounslow, M. J., Ryall, R. L., & Marshall, V. R. (1988) · AIChE Journal · doi:10.1002/aic.690341108 · Cited by 995 · see citing works
On the solution of population balance equations by discretization—II. A moving pivot technique
Kumar, S., & Ramkrishna, D. (1996) · Chemical Engineering Science · doi:10.1016/0009-2509(95)00355-x · Cited by 825 · see citing works
Sectional representations for simulating aerosol dynamics
Gelbard, F., Tambour, Y., & Seinfeld, J. H. (1980) · Journal of Colloid and Interface Science · doi:10.1016/0021-9797(80)90394-x · Cited by 607 · see citing works
Computer‐Aided Chemical Engineering
Johns, W. (2002) · Kirk-Othmer Encyclopedia of Chemical Technology · doi:10.1002/0471238961.0315131620012525.a01.pub2 · Cited by 596 · see citing works
The Status of Population Balances
Ramkrishna, D. (1985) · Reviews in Chemical Engineering · doi:10.1515/revce.1985.3.1.49 · Cited by 393 · see citing works
Applied mathematics and modeling for chemical engineers
(1995) · Choice Reviews Online · doi:10.5860/choice.32-5708 · Cited by 389 · see citing works
SHAPES AND VELOCITIES OF SINGLE DROPS AND BUBBLES MOVING FREELY THROUGH IMMISCIBLE LIQUIDS.
Grace, G., Wairegi, T., & Nguyen, T. (1976) · Medical Entomology and Zoology · Cited by 381 · see citing works
Adjustable discretized population balance for growth and aggregation
Lister, J. D., Smit, D. J., & Hounslow, M. J. (1995) · AIChE Journal · doi:10.1002/aic.690410317 · Cited by 366 · see citing works
Kumar, S., & Ramkrishna, D. (1997) · Chemical Engineering Science · doi:10.1016/s0009-2509(97)00307-2 · Cited by 350 · see citing works
Numerical solution of the dynamic equation for particulate systems
Gelbard, F., & Seinfeld, J. H. (1978) · Journal of Computational Physics · doi:10.1016/0021-9991(78)90058-x · Cited by 337 · see citing works
Liquid-liquid extraction equipment
Lightfoot, E. N. (1995) · Chemical Engineering Science · doi:10.1016/0009-2509(95)90003-9 · Cited by 283 · see citing works
Chang, S.-C., Wang, X.-Y., & Chow, C. (1999) · Journal of Computational Physics · doi:10.1006/jcph.1999.6354 · Cited by 260 · see citing works
A robust upwind discretization method for advection, diffusion and source terms
Koren, B. (1993) · Centrum Wiskunde & Informatica (CWI), the national research institute for mathematics and computer science in the Netherlands · Cited by 247 · see citing works
Approximate Population Balance Equations for Aggregation–Breakage Processes
Vanni, M. (2000) · Journal of Colloid and Interface Science · doi:10.1006/jcis.1999.6571 · Cited by 244 · see citing works
Numerical Methods for Advection-Diffusion Problems
Vreugdenhil, C. B., & Koren, B. (1993) · Data Archiving and Networked Services (DANS) · Cited by 239 · see citing works
Alopaeus, V., Koskinen, J., Keskinen, K. I., & Majander, J. (2002) · Chemical Engineering Science · doi:10.1016/s0009-2509(02)00067-2 · Cited by 216 · see citing works
Breakage and Coalescence in Dispersed Phase Systems
Valentas, K. J., & Amundson, N. R. (1966) · Industrial & Engineering Chemistry Fundamentals · doi:10.1021/i160020a018 · Cited by 212 · see citing works
Rate of rise or fall of liquid drops
Klee, A. J., & Treybal, R. E. (1956) · AIChE Journal · doi:10.1002/aic.690020405 · Cited by 204 · see citing works
Liquid-liquid extraction equipment
Godfrey, J. C., & Slater, M. J. (1994) · Medical Entomology and Zoology · Cited by 201 · see citing works
Major Challenges in the Design of a Large-Scale Photocatalytic Reactor for Water Treatment
Mukherjee, P. S., & Ray, A. K. (1999) · Chemical Engineering & Technology · doi:10.1002/(sici)1521-4125(199903)22:3 · Cited by 184 · see citing works
A discretized population balance for continuous systems at steady state
Hounslow, M. J. (1990) · AIChE Journal · doi:10.1002/aic.690360113 · Cited by 181 · see citing works
Population balances for particulate processes—a volume approach
Verkoeijen, D., Pouw, G. A., Meesters, G. M. H., et al. (2002) · Chemical Engineering Science · doi:10.1016/s0009-2509(02)00118-5 · Cited by 157 · see citing works
Efficient solution of population balance equations with discontinuities by finite elements
Mahoney, A. W., & Ramkrishna, D. (2002) · Chemical Engineering Science · doi:10.1016/s0009-2509(01)00427-4 · Cited by 150 · see citing works
Finite‐element methods for steady‐state population balance equations
Nicmanis, M., & Hounslow, M. J. (1998) · AIChE Journal · doi:10.1002/aic.690441015 · Cited by 149 · see citing works
Diemer, R. B., & Olson, J. H. (2002) · Chemical Engineering Science · doi:10.1016/s0009-2509(02)00112-4 · Cited by 149 · see citing works
European symposium on computer aided process engineering
(2004) · Chemical Engineering Journal · doi:10.1016/j.cej.2004.06.001 · Cited by 141 · see citing works
New discretization procedure for the breakage equation
Hill, P. J., & Ng, K. M. (1995) · AIChE Journal · doi:10.1002/aic.690410516 · Cited by 132 · see citing works
Modeling and simulation of crystallization processes using parsival
Wulkow, M., Gerstlauer, A., & Nieken, U. (2001) · Chemical Engineering Science · doi:10.1016/s0009-2509(00)00432-2 · Cited by 127 · see citing works
A study on coalescence and breakage mechanisms in three different bubble columns
Colella, D., Vinci, D., Bagatin, R., Masi, M., & Bakr, E. A. (1999) · Chemical Engineering Science · doi:10.1016/s0009-2509(99)00193-1 · Cited by 114 · see citing works
Experimental study of drop size distributions at high phase ratio in liquid–liquid dispersions
Desnoyer, C., Masbernat, O., & Gourdon, C. (2003) · Chemical Engineering Science · doi:10.1016/s0009-2509(02)00461-x · Cited by 107 · see citing works
MODELING OF LIQUID-LIQUID EXTRACTION COLUMN: A REVIEW
Mohanty, S. S. (2000) · Reviews in Chemical Engineering · doi:10.1515/revce.2000.16.3.199 · Cited by 92 · see citing works
Solution of population balance equations with a new combined Lax-Wendroff/Crank-Nicholson method
Bennett, M. K., & Rohani, S. (2001) · Chemical Engineering Science · doi:10.1016/s0009-2509(01)00314-1 · Cited by 87 · see citing works
Comparison of numerical methods for the simulation of dispersed phase systems
Motz, S., Mitrović, A., & Gilles, E. D. (2002) · Chemical Engineering Science · doi:10.1016/s0009-2509(02)00349-4 · Cited by 86 · see citing works
Monte Carlo simulation of size‐enlargement mechanisms in crystallization
Gooch, J. R. V. P., & Hounslow, M. J. (1996) · AIChE Journal · doi:10.1002/aic.690420708 · Cited by 84 · see citing works
Lim, Y. I., Lann, J.-M. L., Meyer, X.-M., Joulia, X., Lee, G., & Yoon, E. S. (2002) · Chemical Engineering Science · doi:10.1016/s0009-2509(02)00236-1 · Cited by 84 · see citing works
Evaluation of Zero Order Methods for Simulating Particle Coagulation
Kostoglou, M., & Karabelas, A. J. (1994) · Journal of Colloid and Interface Science · doi:10.1006/jcis.1994.1121 · Cited by 80 · see citing works
Solutions of population balance models based on a successive generations approach
Liou, J.-J., Srienc, F., & Fredrickson, A. G. (1997) · Chemical Engineering Science · doi:10.1016/s0009-2509(96)00510-6 · Cited by 76 · see citing works
Diemer, R. B., & Olson, J. H. (2002) · Chemical Engineering Science · doi:10.1016/s0009-2509(02)00111-2 · Cited by 75 · see citing works
Modelling activated sludge flocculation using population balances
Biggs, C. A., & Lant, P. A. (2002) · Powder Technology · doi:10.1016/s0032-5910(02)00017-7 · Cited by 74 · see citing works
Karlsen, K. H., Lie, K., Natvig, J. R., et al. (2001) · Journal of Computational Physics · doi:10.1006/jcph.2001.6901 · Cited by 72 · see citing works
A very effective new method to solve the population balance equation with particle-size growth
Song, M., Steiff, A., & Weinspach, P. (1997) · Chemical Engineering Science · doi:10.1016/s0009-2509(97)00152-8 · Cited by 60 · see citing works
Single Particles, Bubbles and Drops
Wesselingh, J. A., & Bollen, A. M. (1999) · Process Safety and Environmental Protection · doi:10.1205/026387699525954 · Cited by 52 · see citing works
Zhang, S. H., Yu, S., Zhou, Y. C., et al. (1985) · The Canadian Journal of Chemical Engineering · doi:10.1002/cjce.5450630206 · Cited by 52 · see citing works
Drop size distribution and holdup profiles in a multistage extraction column
Tsouris, C., Kirou, V. I., Tavlarides, L. L., & Wang, C. Y. (1994) · AIChE Journal · doi:10.1002/aic.690400304 · Cited by 51 · see citing works
Modeling, simulation and control of liquid-liquid extraction columns
Weinstein, O., Semiat, R., & Lewin, D. R. (1998) · Chemical Engineering Science · doi:10.1016/s0009-2509(97)00310-2 · Cited by 49 · see citing works
Analysis of interactions for liquid-liquid dispersions in agitated vessels
Chatzi, E., & Lee, J. M. (1987) · Industrial & Engineering Chemistry Research · doi:10.1021/ie00071a016 · Cited by 47 · see citing works
Simulation of a pneumatically pulsed liquid-liquid extraction column
Milot, J., Duhamet, J., Gourdon, C., et al. (1990) · The Chemical Engineering Journal · doi:10.1016/0300-9467(90)80033-9 · Cited by 46 · see citing works
Discretization procedure for the breakage equation
Vanni, M. (1999) · AIChE Journal · doi:10.1002/aic.690450422 · Cited by 44 · see citing works
A new wavelet-based method for the solution of the population balance equation
Liu, Y., & Cameron, I. T. (2001) · Chemical Engineering Science · doi:10.1016/s0009-2509(01)00196-8 · Cited by 43 · see citing works
Numerical simulation of extraction columns using a drop population model
Kronberger, T., Ortner, A., Zulehner, W., & Bart, H. ‐. (1995) · Computers & Chemical Engineering · doi:10.1016/0098-1354(95)87107-1 · Cited by 43 · see citing works
Self-citationNew discretization procedure for the agglomeration equation
Hill, P. J., & Ng, K. M. (1996) · AIChE Journal · doi:10.1002/aic.690420313 · Cited by 36 · see citing works
Kostoglou, M., & Karabelas, A. J. (1995) · Chemical Engineering Communications · doi:10.1080/00986449508936360 · Cited by 36 · see citing works
Cauwenberg, V., Degrève, J., & Slater, M. J. (1997) · The Canadian Journal of Chemical Engineering · doi:10.1002/cjce.5450750607 · Cited by 35 · see citing works
Discretization procedure for the coalescence equation of particulate processes
Sastry, K. V. S., & Gaschignard, P. (1981) · Industrial & Engineering Chemistry Fundamentals · doi:10.1021/i100004a010 · Cited by 34 · see citing works
Khani, S. D. A., Gourdon, C., & Casamatta, G. (1989) · Chemical Engineering Science · doi:10.1016/0009-2509(89)85003-1 · Cited by 34 · see citing works
Campos, F. B., & Lage, P. L. C. (2003) · Chemical Engineering Science · doi:10.1016/s0009-2509(03)00124-6 · Cited by 33 · see citing works
Simulation of hydrodynamics and mass transfer of disks and rings pulsed column
Khani, S. D. A., Gourdon, C., & Casamatta, G. (1988) · Industrial & Engineering Chemistry Research · doi:10.1021/ie00074a020 · Cited by 31 · see citing works
Attarakih, M. M., Bart, H., & Faqir, N. M. (2004) · Chemical Engineering Science · doi:10.1016/j.ces.2004.03.004 · Cited by 30 · see citing works
Self-citationSingle drop break-up in a Kühni column
Cabassud, M., Gourdon, C., & Casamatta, G. (1990) · The Chemical Engineering Journal · doi:10.1016/0300-9467(90)80051-d · Cited by 28 · see citing works
The dynamic behaviour of liquid-liquid agitated dispersions—I. The hydrodynamics
Ribeiro, L. M., Regueiras, P. F. R., Guimarães, M. M. L., et al. (1995) · Computers & Chemical Engineering · doi:10.1016/0098-1354(94)00054-r · Cited by 27 · see citing works
Estimation of Coalescence and Breakage Rate Constants within a Kühni Column
Kentish, S. E., Stevens, G. W., & Pratt, H. R. C. (1998) · Industrial & Engineering Chemistry Research · doi:10.1021/ie970336q · Cited by 27 · see citing works
Simulation of solids processes accounting for particle‐size distribution
Hill, P. J., & Ng, K. M. (1997) · AIChE Journal · doi:10.1002/aic.690430317 · Cited by 26 · see citing works
Attarakih, M. M., Bart, H. ‐., & Faqir, N. M. (2003) · Chemical Engineering Science · doi:10.1016/s0009-2509(02)00654-1 · Cited by 26 · see citing works
Self-citationReactive Extraction In Stirred Columns – A Review
Bart, H. ‐. (2003) · Chemical Engineering & Technology · doi:10.1002/ceat.200306102 · Cited by 24 · see citing works
Self-citationYu, Q., & Wang, J. (1992) · The Canadian Journal of Chemical Engineering · doi:10.1002/cjce.5450700113 · Cited by 21 · see citing works
Wilburn, N. P. (1964) · Industrial & Engineering Chemistry Fundamentals · doi:10.1021/i160011a002 · Cited by 21 · see citing works
Casamatta, G. (1981) · HAL (Le Centre pour la Communication Scientifique Directe) · Cited by 20 · see citing works
Ribeiro, L. M., Regueiras, P. F. R., Guimarães, M. M. L., et al. (1997) · Computers & Chemical Engineering · doi:10.1016/s0098-1354(96)00283-9 · Cited by 20 · see citing works
Dynamic behaviour and simulation of a liquid‐liquid extraction column
Hufnagl, H., McIntyre, M., & Blaß, E. (1991) · Chemical Engineering & Technology · doi:10.1002/ceat.270140503 · Cited by 17 · see citing works
Maxwell-Stefan approach in extractor design
Zimmermann, A., Joulia, X., Gourdon, C., et al. (1995) · The Chemical Engineering Journal and the Biochemical Engineering Journal · doi:10.1016/0923-0467(94)02935-4 · Cited by 17 · see citing works
Toutain, J. P., Lann, J. M. L., Gourdon, C., et al. (1998) · Computers & Chemical Engineering · doi:10.1016/s0098-1354(98)00078-7 · Cited by 15 · see citing works
Simulation of the transient behaviour of a stirred liquid/liquid extraction column
Zamponi, G. W., Stichlmair, J., Gerstlauer, A., & Gilles, E. D. (1996) · Computers & Chemical Engineering · doi:10.1016/0098-1354(96)00168-8 · Cited by 14 · see citing works
Lee, G., Yoon, E. S., Lim, Y., et al. (2001) · Industrial & Engineering Chemistry Research · doi:10.1021/ie010443r · Cited by 14 · see citing works
Beyond log‐normal distributions: Hermite spectra for solving population balances
Hamilton, R. A., Curtis, J. S., & Ramkrishna, D. (2003) · AIChE Journal · doi:10.1002/aic.690490909 · Cited by 14 · see citing works
McSwain, C. V., & Durbin, L. D. (1966) · Separation Science · doi:10.1080/01496396608049474 · Cited by 12 · see citing works
Mathematical modeling and steady‐state analysis of a scheibel extraction column
Alatiqi, I. M., Aly, G. S., Mjalli, F. S., et al. (1995) · The Canadian Journal of Chemical Engineering · doi:10.1002/cjce.5450730413 · Cited by 11 · see citing works
Mignard, D., Amin, L. P., & Ni, X. (2003) · Journal of Chemical Technology & Biotechnology · doi:10.1002/jctb.787 · Cited by 11 · see citing works
Numerical simulation of extraction columns using a drop population model
Kronberger, T. (1995) · Computers & Chemical Engineering · doi:10.1016/0098-1354(95)00132-l · Cited by 11 · see citing works
Attarakih, M. M., Bart, H., & Faqir, N. M. (2003) · Computer-aided chemical engineering/Computer aided chemical engineering · doi:10.1016/s1570-7946(03)80174-8 · Cited by 8 · see citing works
Self-citationSimulation of hydrodynamic performance of stirred extraction column
Steiner, L., Balmelli, M., & Hartland, S. (1999) · AIChE Journal · doi:10.1002/aic.690450206 · Cited by 8 · see citing works
MODELING OF LIQUID - LIQUID EXTRACTION COLUMN
Prakash, V. (2004) · Cited by 7 · see citing works
Solvent Extraction 1990, Part B
(1992) · Process metallurgy · doi:10.1016/c2009-0-10035-1 · Cited by 7 · see citing works
The Simulation of Interacting Liquid-Liquid Dispersions - A New Algorithm and Its Potentiality
Guimarães, M. M. L., Cruz-Pinto, J. J. C., Regueiras, P. F. R., et al. (1992) · Process metallurgy · doi:10.1016/b978-0-444-88677-4.50025-8 · Cited by 4 · see citing works
New developments in liquid-liquid extractors : selected papers from ISEC '83
Akell, R., & King, C. J. (1984) · Medical Entomology and Zoology · Cited by 3 · see citing works
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Solution of the population balance equation using the sectional quadrature method of moments (SQMOM)
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Self-citationModeling and Simulation of Photobioreactors with Computational Fluid Dynamics—A Comprehensive Review
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- Authors
- Attarakih, M. M., Bart, H.-J., & Faqir, N. M.
- Affiliations
- University of Kaiserslautern (DE)
- University of Jordan (JO)
- Corresponding author
- Bart, Hans-Jörg
- Venue
- Chemical Engineering Science
- Publisher
- Elsevier BV
- Published
- 2004-06
- Volume
- 59
- Issue
- 12
- Pages
- 2567-2592
- ISSN
- 0009-2509 (ISSN-L)
- OpenAlex
- W2172285673
- Cited by
- 93
- References
- 90
- Citations by year
- 2026: 1 · 2025: 4 · 2024: 4 · 2023: 1 · 2022: 4 · 2021: 4 · 2020: 1 · 2019: 3 · 2018: 2 · 2017: 1 · 2016: 7 · 2015: 1 · 2014: 6 · 2013: 6 · 2012: 4
- FWCI
- 5.95
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Chemical Engineering Science (publishedVersion)
- Topics
- Physical Sciences › Engineering › Biomedical Engineering › Fluid Dynamics and Mixing
- Physical Sciences › Engineering › Computational Mechanics › Fluid Dynamics and Heat Transfer
- Physical Sciences › Engineering › Biomedical Engineering › Innovative Microfluidic and Catalytic Techniques Innovation
- Keywords
- population balance equation, liquid-liquid dispersions, droplet breakup, droplet coalescence, axial dispersion, partial integro-differential equations, rotating disc contactor, upwind schemes, implicit time discretization, droplet size distribution, hydrodynamics
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