Ali Akbar Hekmatzadeh, Ali Adel, Farshad Zarei, Ali Torabi Haghighi, Probabilistic simulation of advection-reaction-dispersion equation using random lattice Boltzmann method, International Journal of Heat and Mass Transfer, Volume 144, 2019, 118647, ISSN 0017-9310, https://doi.org/10.1016/j.ijheatmasstransfer.2019.118647
Probabilistic simulation of advection-reaction-dispersion equation using random lattice Boltzmann method
|Author:||Hekmatzadeh, Ali Akbar1; Adel, Ali1; Zarei, Farshad1;|
1Department of Civil and Environmental Engineering, Shiraz University of Technology, Po. Box 71555-313, Shiraz, Iran
2Water, Energy, and Environmental Engineering Research Unit, University of Oulu, PO Box 4300, FIN-90014, Finland
|Persistent link:|| http://urn.fi/urn:nbn:fi-fe2019092329264
|Publish Date:|| 2021-08-31
Mass transfer is subject to numerous sources of uncertainties due to scarcity of observational data. In this research, a numerical procedure was developed for the probabilistic study of a two-dimensional advection-dispersion problem, while considering chemical reactions. Innovatively, the lattice Boltzmann method was coupled with the concept of random field theory for the probabilistic simulations. The effects of various coefficients of variations (COV) and a number of autocorrelation distances were considered for the stochastic parameters, including dispersion coefficient, pore velocity, and the reaction term. The results indicated that the introduced probabilistic framework can be employed to effectively describe the effects of uncertainties in parameters related to the advection-dispersion equation. Moreover, it was deduced that the mass travel time and the time-concentration curves were influenced significantly by the variations of COV and autocorrelation distance for pore velocity. Interestingly, the mass transfer in the transverse direction increased (through the dispersion phenomenon) with a rise in the values of COV for longitudinal pore velocity. However, different values of COV and autocorrelation distances for the dispersion coefficient and the reaction term caused small alterations in the mass travel time and time-concentration curve.
International journal of heat and mass transfer
|Type of Publication:||
A1 Journal article – refereed
|Field of Science:||
1172 Environmental sciences
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