WSEAS Transactions on Fluid Mechanics


Print ISSN: 1790-5087
E-ISSN: 2224-347X

Volume 13, 2018

Notice: As of 2014 and for the forthcoming years, the publication frequency/periodicity of WSEAS Journals is adapted to the 'continuously updated' model. What this means is that instead of being separated into issues, new papers will be added on a continuous basis, allowing a more regular flow and shorter publication times. The papers will appear in reverse order, therefore the most recent one will be on top.


Volume 13, 2018



Novel Solution of the Diffusion Equation Utilizing Optimization through Genetic Algorithm

AUTHORS: Chris Evangelides, Epaminondas Sidiropoulos

Download as PDF

ABSTRACT: The horizontal movement of water in a porous unsaturated medium is considered. An analytical expression is given for the diffusion coefficient that appears in the governing nonlinear partial differential equation. This expression contains adjustment parameters, allowing fitting to diffusion measurements. Four sets of such measurements of the pertinent literature were used for this fitting and for examining the validity of the model. The same procedure was employed to another expression of the literature for the diffusion coefficient and comparisons were made. The results showed that the diffusion expression presented in this paper exhibited a better fit (with respect to the relative mean square error) to the experimental data, compared to the expression of the literature. The calibration problem was treated by a combination of a genetic algorithm and the NelderMead method. The expression of this paper for the analytical diffusion coefficient is based on a transformation of a corresponding expression for the moisture profile and, after the parameters’ determination, moisture profiles and sorptivity become readily available.

KEYWORDS: diffusion, unsaturated flow, fitting, genetic algorithm, soil moisture profile, Nelder-Mead method .

REFERENCES:

[1] Buckingham, E. Studies on the movement of soil moisture. U.S. Dept of Agriculture, Government Printing Office, Washington, 1907.

[2] Gardner, W. The movement of soil moisture. Soil Science, vol 11, issue 3, pp 215-233, 1921

[3] Richards, L. Capillary conduction of liquids through porous mediums. Physics 1, 1931, pp 318-333.

[4] Childs, E.C. An introduction to the physical basis of soil water phenomena. John Wiley and Sons, New York, 493 p.

[5] Nimmo, J.R. Unsaturated Zone Flow Processes in Anderson M.G. and Bear J. Eds. Encyclopedia of Hydrological Sciences: Part 13 – Groundwater, Chichester, UK, Wiley, v. 4, pp.2299-2322, 2005.

[6] Tzimopoulos, C. Finite elements solution of porous media flow. Finite Elements in Water Resources, Proceedings of the 2nd International Conference, Imperial College, London, Pentech Press, 1978.

[7] Tolikas, P.K., Tzimpoulos, C. and Tolikas D.K. Horizontal absorption of water by soils with variable diffusivity. Journal of Hydrology, 58, pp. 123-129, 1982.

[8] Tolikas, P.K and Sidiropoulos E. Nonlinear diffusion with linearly varying diffusivity. Journal of Hydrology, 71, pp.181-190, 1984.

[9] Ahuja, L.R. and Swartzendruber, D.,. An improved soil water diffusivity function. Soil. Sci. Soc. Am. Proc., vol. 36, 1972 pp.9-14

[10] Muralli, V., Krishna Murti, G.S.R and Sinha, A.K,. Note on the three parameter functions for soil water diffusivity water content relationship. Aust. J. Soil Res., vol.17, 1979, pp. 361-366.

[11] Evangelides, C., Tzimopoulos, C. and Arampatzis, G.,. Flux-saturation relationship for unsaturated horizontal flow. Soil Sci., vol. 170, 2005, pp. 671-679.

[12] Chelouah R. and Siarry, P. Genetic and NelderMead algorithms hybridized for a more accurate global optimization of continuous multiminima functions. European Journal of Operational Research, 148, pp.335-348, 2003.

[13] Nielsen, D.R., Biggar, J.W. and Davidson, J.M.,., Experimental consideration of diffusion analysis in unsaturated flow problems, Soil Sci. Soc. Am. Proc, vol.26, 1962, pp. 107-111.

[14] Bruce, R.R. and Klute, A.,. The measurement of soil water diffusivity. Soil Sci. Soc. Am. Proc., vol.20, 1956, pp.458-462.

WSEAS Transactions on Fluid Mechanics, ISSN / E-ISSN: 1790-5087 / 2224-347X, Volume 13, 2018, Art. #16, pp. 121-125


Copyright Β© 2018 Author(s) retain the copyright of this article. This article is published under the terms of the Creative Commons Attribution License 4.0

Bulletin Board

Currently:

The editorial board is accepting papers.


WSEAS Main Site