Define these terms used in the finite difference formulation: node, nodal network, volume element, nodal spacing, and difference equation.

Short Answer

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Question: Define and explain the following terms related to finite difference formulation: node, nodal network, volume element, nodal spacing, and difference equation. Answer: A node is a discrete point in the domain where the value of the unknown variable is calculated, and they are arranged on a grid, which is known as the nodal network. A volume element, also called a grid cell or control volume, is the region surrounding a node used in finite difference integration of governing equations. Nodal spacing refers to the distance between adjacent nodes in the nodal network, and it affects the accuracy of the solution and computational cost. A difference equation is an algebraic equation that approximates the governing partial differential equation at discrete points (nodes) using finite difference approximations derived from nodal spacing.

Step by step solution

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1. Node

A node is a point in the discretized domain where the value of the unknown variable (e.g., temperature, pressure, velocity, etc.) is to be calculated. Nodes are chosen as per the grid (spatial discretization) and time discretization. They are the basis for constructing the finite difference approximations to the governing equations. Nodes can be arranged on structured or unstructured grids, depending on the problem and the desired accuracy of the solution.
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2. Nodal Network

A nodal network, also known as a grid or mesh, is the collection of nodes, distributed throughout the problem's domain. The nodes are interconnected by the edges of grid cells or elements, which can be of various shapes (such as triangles, quadrilaterals, tetrahedra, etc.). The nodal network serves as the discrete representation of the continuous domain of the problem and it is used for solving the difference equations at each node to obtain the numerical solution.
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3. Volume Element

A volume element (also called a grid cell or control volume) is the region surrounding a node, which is used in the finite difference method for the integration of governing equations. In other words, the computational domain is divided into small volumes or areas based on the nodal network, and the governing equations are applied to these volume elements. This allows for the reduction of the governing partial differential equations into algebraic difference equations, which can be solved numerically.
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4. Nodal Spacing

Nodal spacing, also known as grid spacing or mesh size, indicates the distance between adjacent nodes in the nodal network. This distance varies depending on the specific application and the desired accuracy of the solution. If the nodal spacing is too large, the solution may not capture the details or the critical features of the problem, which decreases solution accuracy. On the other hand, if the nodal spacing is too small, the computational cost will be higher, but the solution will likely be more accurate.
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5. Difference Equation

A difference equation is an algebraic equation that approximates a governing partial differential equation at discrete points (nodes) by using finite difference approximations. These equations replace derivatives with their finite difference approximations based on the nodal spacing, resulting in a system of algebraic equations. The difference equations are then solved numerically using iterative or direct methods to obtain the solution to the original problem at the nodes of the nodal network.

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