Explain in details difference between Finite Element Method and Finite Difference Method. technicaly answer engineering level
Question
Explain in details difference between Finite Element Method and Finite Difference Method. technicaly answer engineering level
Solution
The Finite Element Method (FEM) and Finite Difference Method (FDM) are both numerical techniques used for the solution of differential equations that model physical phenomena, but they differ in several key ways.
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Method of Discretization: The primary difference between FEM and FDM lies in the way they discretize the domain of the problem. FDM divides the domain into a grid of points, and the differential equation is approximated by a difference equation at each grid point. On the other hand, FEM divides the domain into a mesh of elements, and the differential equation is approximated by a set of algebraic equations for each element.
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Flexibility: FEM is more flexible than FDM in terms of handling complex geometries and boundary conditions. This is because FEM uses a mesh of elements that can be easily adapted to fit complex shapes, while FDM uses a grid of points that is more suited to regular shapes.
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Order of Accuracy: FDM typically uses low-order approximations, which can lead to less accurate solutions. FEM, on the other hand, can use higher-order approximations, which can result in more accurate solutions. However, higher-order approximations also require more computational resources.
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Solution Continuity: In FDM, the solution is discontinuous between grid points, while in FEM, the solution is continuous within each element and across element boundaries. This can make FEM more suitable for problems where solution continuity is important.
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Computational Efficiency: FDM is generally more computationally efficient than FEM for simple problems with regular geometries and boundary conditions. However, for more complex problems, the flexibility and accuracy of FEM can make it more efficient overall.
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Application Areas: FDM is often used in fluid dynamics and heat transfer problems, while FEM is widely used in structural analysis, electromagnetics, and other areas where complex geometries and boundary conditions are common.
In conclusion, while both FEM and FDM are powerful tools for solving differential equations, the choice between them depends on the specific requirements of the problem at hand.
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The Finite Volume Method (FVM) is a numerical technique in which the integral formulation of theconservation laws is discretized directly in the physical space.It is the most widely used method today in CFD. The advantages of nite volume method are its easeof implementation on arbitrary grids and complex geometry.The FVM has the great advantage that the conservative discretization is automatically satised.Its implementation is directly related to the physics of the problem.The FVM consists of the following steps: Subdivide the computational domain into non-overlapping control volumes also known as nite volumes. Apply the integral conservation law to each of these nite volumes Conservation law∂∂t ˆΩU dΩ + ˛SF~·dS~ =ˆΩQApplying Conservation law to individual volumes∂∂t ˆΩ1U dΩ + ˛ABCAF~·dS~ =ˆΩ1Q∂∂t ˆΩ2U dΩ + ˛DEBDF~·dS~ =ˆΩ2Q∂∂t ˆΩ3U dΩ + ˛AEDAF~·dS~ =ˆΩ3Q4(a) Cell Centered Control volume (b) Vertex Centered Control VolumeFigure 3: Types of control volumesControl volume denitionThere are two types of Finite volume method based on control volume denition.a) Cell-centered Finite volume , where the unknowns are stored/located at the centers of the mesh cellsand the grid lines dene the nite volumes and surfaces.b) Cell- Vertex Finite volume - also known as the vertex centered nite volume, here the unknownvariables are stored at the vertex/nodes of the mesh. A control volume is dened around this node.There are dierent varieties of control volume denitions possible for this type of schem
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