Particle Distribution Statistics in CFD Modeling of Polymer Processing

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This study presents statistical analysis of particle size distribution from a CFD simulation of polymer devolatilization in contactor, that uses superheated steam to isolate the polymers. This is accomplished by estimating marginal distributions of particle size and temperature using maximum Shannon Entropy theory and capturing their dependence structure by employing Copula thoery. The Copula-based conditional distribution of particles at different temperatures reveals the strong dependence of particle size to heat exchange and corresponding temperature.

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12-16

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December 2014

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© 2015 Trans Tech Publications Ltd. All Rights Reserved

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[1] G. Barthelmesa, S. E. Pratsinisa, J. Chemical Eng. Sc. Vol. 58 (2003), pp.2893-2902.

Google Scholar

[2] P. J. Blatz, A. V. Tobolsky, J. of Phc. Chemistry. Vol. 49 (1945), p.77.

Google Scholar

[3] E. Babinsky, P. E. Sojka, Prog. in Energy. Vol. 28 (2002), p.303.

Google Scholar

[4] C. E. Shannon, Bell Syst. Tech. J. Vol. 27 (1948), p.379.

Google Scholar

[5] R. B. Nelson: An introduction to copulas, 2nd Edition (2006). Springer Press.

Google Scholar

[6] ANSYS FLUENT 14. 5 User's Guide, October 2012, Canonsburg, PA.

Google Scholar

[7] C. Crowe: Multiphase flows with droplets and particles, 2nd Edition (2012), CRC Press.

Google Scholar

[8] R. G. Pimentel et al, ICLASS (2006), Kyoto, Japan.

Google Scholar

[9] S.Y. Park, A.K., Bera, J. of Econometrics. Vol. 150 (2009), pp.219-230.

Google Scholar

[10] A. Sklar, Publ. Inst. Statist. Univ. Paris 8 (1959), p.229–231.

Google Scholar

[11] F. Durante, C. Sempi: Copula theory: an introduction. Springer (2010).

Google Scholar

[12] H. Akaike. In B.N. Petrov and F. Csaki Edition, Akademiai Kiado (1973), pp.267-281.

Google Scholar

[13] C. Genest, B. Rémillardb, D., J. Insurance. Vol. 44 (2009), pp.199-213.

Google Scholar