Grant: Discovery Grants Program - Individual
Université d'Ottawa
$27,000.00
Numerical methods for modelling infiltration processes in heterogeneous soils and their interactions with surface flows
FY 2023-24
Summary
The aim of the proposed research program is to develop new numerical methods for modelling infiltration processes in heterogeneous soils and their interactions with surface flows. We will propose robust computational techniques for the simulation of unstable infiltration in heterogeneous soils, develop efficient numerical models for coupled surface-subsurface flows, propose error estimators and develop new space-time techniques to improve the accuracy and efficiency of the proposed numerical models. We will use the new continuum model that we have recently developed which accurately describes the formation of gravity fingers during infiltration in soils. Robust and efficient two-dimensional and three-dimensional numerical approximation methods will be developed for a new generation of multiphase-flow models in porous media known as phase-field models. Phase-field models are based on the fact that the non-homogeneity of the system and the macroscopic interfaces should be considered for computing the energy of the system. The sharp interfaces separating different phases in the system should be replaced by diffusive interfaces by the introduction of a diffusive order parameter or phase-field parameter that varies smoothly over thin thickness regions. The spatiotemporal evolution in these regions can be described by a set of coupled partial differential equations and solved numerically using suitable discretization techniques. The time-evolution of the phase-field parameter is derived from the variational principle by minimizing the free energy expression of the system. High-order accurate discretizations will be developed and a suitable temporal integration will be used to deal with the issues of the instability associated with the sources of stiffness in the numerical solutions. The flux terms of the governing equations of the coupled system of surface-subsurface flows can be split into a hyperbolic part and an elliptic part. Non-oscillatory high-order continuous/discontinuous reconstructions of the solutions will be developed in order to design stable and accurate numerical schemes. A suitable temporal scheme is required to deal with the issues of the instability associated with the sources of stiffness in the numerical solutions of the system. The semi-discrete form of the system can be split into linear stiff terms and residual nonlinear non-stiff terms, and implicit time integration methods will be used for stiff terms and the explicit temporal schemes can be used to integrate non-stiff terms. In our approach, we will use errors estimators, mesh adaptation, and propose new technique to accurately capture the propagation of the wetting fronts. The efficiency, convergence and accuracy of the proposed numerical models will be examined by several numerical tests. The spatial convergence rate of the proposed schemes will be determined numerically and the impact of the semi-implicit approach on the temporal order of these methods will be studied.
Program
Discovery Grants Program - Individual
Recipient
Location
Ontario, Canada
Recipient Type
Academia
Type
Grant
Source
NSERC's Awards Data
As published
Application id
RGPIN-2022-05220
Name nom
Beljadid, Abdelaziz
Department département
Department of Mathematics and Statistics (University of Ottawa) and International Water Research Institute (UM6P)
Organization id
28
Institution établissement
Université d'Ottawa
Province en
Ontario
Province fr
Ontario
Country en
CANADA
Country fr
CANADA
Fiscal year exercice financier
2023
Competition year année de concours
2022
Award amount
27000
Program id
RGPIN
Program name en
Discovery Grants Program - Individual
Program name fr
Programme de subventions à la découverte - individuelles
Group en
DISCOVERY RESEARCH
Group fr
RECHERCHE AXÉE SUR LA DÉCOUVERTE
Committee code
1509
Committee name en
Civil, Industrial and Systems Engineering
Committee name fr
Génie civil, industriel et des systèmes
Area of application code
405
Area of application group en
Environment
Area of application group fr
Environnement
Area of application en
Modelling and mathematical simulation of natural processes
Area of application fr
Modélisation et simulation mathématique des processus naturels
Research subject code
1005
Research subject group en
Civil engineering
Research subject group fr
Hydraulic engineering
Research subject en
Génie civil
Research subject fr
Génie hydraulique
Application title
Numerical methods for modelling infiltration processes in heterogeneous soils and their interactions with surface flows
Keyword
Coupled surface-subsurface flows; Finite element methods; Finite volume methods; Heterogeneous soils; Higher-order models; Infiltration processes; Iterative and time-stepping techniques; Numerical methods; Preferential flow; Vadose zone
Application summary
The aim of the proposed research program is to develop new numerical methods for modelling infiltration processes in heterogeneous soils and their interactions with surface flows. We will propose robust computational techniques for the simulation of unstable infiltration in heterogeneous soils, develop efficient numerical models for coupled surface-subsurface flows, propose error estimators and develop new space-time techniques to improve the accuracy and efficiency of the proposed numerical models. We will use the new continuum model that we have recently developed which accurately describes the formation of gravity fingers during infiltration in soils. Robust and efficient two-dimensional and three-dimensional numerical approximation methods will be developed for a new generation of multiphase-flow models in porous media known as phase-field models. Phase-field models are based on the fact that the non-homogeneity of the system and the macroscopic interfaces should be considered for computing the energy of the system. The sharp interfaces separating different phases in the system should be replaced by diffusive interfaces by the introduction of a diffusive order parameter or phase-field parameter that varies smoothly over thin thickness regions. The spatiotemporal evolution in these regions can be described by a set of coupled partial differential equations and solved numerically using suitable discretization techniques. The time-evolution of the phase-field parameter is derived from the variational principle by minimizing the free energy expression of the system. High-order accurate discretizations will be developed and a suitable temporal integration will be used to deal with the issues of the instability associated with the sources of stiffness in the numerical solutions. The flux terms of the governing equations of the coupled system of surface-subsurface flows can be split into a hyperbolic part and an elliptic part. Non-oscillatory high-order continuous/discontinuous reconstructions of the solutions will be developed in order to design stable and accurate numerical schemes. A suitable temporal scheme is required to deal with the issues of the instability associated with the sources of stiffness in the numerical solutions of the system. The semi-discrete form of the system can be split into linear stiff terms and residual nonlinear non-stiff terms, and implicit time integration methods will be used for stiff terms and the explicit temporal schemes can be used to integrate non-stiff terms. In our approach, we will use errors estimators, mesh adaptation, and propose new technique to accurately capture the propagation of the wetting fronts. The efficiency, convergence and accuracy of the proposed numerical models will be examined by several numerical tests. The spatial convergence rate of the proposed schemes will be determined numerically and the impact of the semi-implicit approach on the temporal order of these methods will be studied.