Title :
The determination of an unknown source for a space fractional advection dispersion equation
Author :
Aldoghaither, Abeer ; Laleg-Kirati, Taous-Meriem ; Da-Yan Liu
Author_Institution :
CEMSE Div., King Abdullah Univ. of Sci. & Technol., Thuwal, Saudi Arabia
Abstract :
In this paper, we are interested in the estimation of the source term for a space fractional advection dispersion equation using concentration and flux measurements at final time. An example of application is the identification of contamination source in groundwater transport. We propose to use the so called modulating functions method which has been introduced for parameters estimation. This method allows to transfer the estimation problem into solving a system of algebraic equations. Numerical examples are given to illustrate the effectiveness and the robustness of the proposed method. Finally, a comparison between a Tikhonov-based optimization method and the modulating functions approach is presented.
Keywords :
algebra; groundwater; hydrological techniques; numerical analysis; optimisation; parameter estimation; water pollution; water quality; Tikhonov-based optimization method; algebraic equations; contamination source; flux measurements; groundwater transport; modulating function method; numerical examples; parameter estimation problem; source term estimation; space fractional advection dispersion equation; Dispersion; Equations; Estimation; Mathematical model; Noise; Robustness; Time measurement;
Conference_Titel :
Mechatronic and Embedded Systems and Applications (MESA), 2014 IEEE/ASME 10th International Conference on
Conference_Location :
Senigallia
Print_ISBN :
978-1-4799-2772-2
DOI :
10.1109/MESA.2014.6935590