Finite volume and finite element methods
U. S. Inan, Robert Andrew Marshall
Abstract
U. S. Inan, Robert Andrew Marshall
Abstract
In this chapter we introduce the framework for two alternative methods, the finite volume (FV) and finite element (FE) methods, as they apply to time domain electromagnetic problems. These two methods are particularly useful in cases where the geometry of the problem involves complicated, curved surfaces, the scattering from which we would like to model with high accuracy. In such scenarios, the FDTD method's inherent “staircasing” of the grid cells means that those curved surfaces are not well described in the model. In Section 15.2 we will introduce the finite volume method, and in Section 15.3 we will discuss the finite element method. We conclude the chapter with a brief introduction to the discontinuous Galerkin method, using features of both finite volume and finite element methods. Our intention here is not to provide a full treatment of these methods, but simply to introduce them to the student, in order to show their relationship to the FDTD method, and to clarify the conditions under which these alternative methods might be used. As such we provide only brief introductions to the FV and FE methods and refer the readers to other materials for a full treatment. Before describing these methods, we provide an introduction to advanced grid techniques, which will be required for both of these methods. Irregular grids The FDTD method as we have described it so far involves a regular, orthogonal grid of identical cells with dimensions Δ x , Δ y , and Δ z , in Cartesian coordinates.
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In this chapter we introduce the framework for two alternative methods, the finite volume (FV) and finite element (FE) methods, as they apply to time domain electromagnetic problems. These two methods are particularly useful in cases where the geometry of the problem involves complicated, curved surfaces, the scattering from which we would like to model with high accuracy. In such scenarios, the FDTD method's inherent “staircasing” of the grid cells means that those curved surfaces are not well described in the model. In Section 15.2 we will introduce the finite volume method, and in Section 15.3 we will discuss the finite element method. We conclude the chapter with a brief introduction to the discontinuous Galerkin method, using features of both finite volume and finite element methods. Our intention here is not to provide a full treatment of these methods, but simply to introduce them to the student, in order to show their relationship to the FDTD method, and to clarify the conditions under which these alternative methods might be used. As such we provide only brief introductions to the FV and FE methods and refer the readers to other materials for a full treatment. Before describing these methods, we provide an introduction to advanced grid techniques, which will be required for both of these methods. Irregular grids The FDTD method as we have described it so far involves a regular, orthogonal grid of identical cells with dimensions Δ x , Δ y , and Δ z , in Cartesian coordinates.
Key concepts: Finite element method, Finite volume method, Finite-difference time-domain method, Regular grid, Grid, Computer science, Domain (mathematical analysis), Volume (thermodynamics)