Fundamentals of the Finite Difference Method
Section outline
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This document reports the Fundamentals of the Finite Difference method (FD) for Computational Fluid Dynamics (CFD) and Numerical Heat Transfer (NHT). In particular, after a general overview of the method and the presentation of the most frequent FD approximations for first and second-order derivatives, it illustrates some different techniques - Taylor series, polynomial interpolation and difference operators - which can be used to derive different schemes for the Finite Difference Equations (FDE) representative of their corresponding Partial Differential Equations (PDE).
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An overview of the Finite Difference Method (FDM), one, if not the first, numerical method used in CFD.
- Introduction
- Generalities and notation
- Finite Differences
- Finite Difference Operators
- Frequent Finite Difference approximations
- Compact Finite Difference Schemes
- Difference representation of Partial Differential Equations
- Truncation Error
- Round-Off and Discretization Errors
- Boundary conditions
- Application of boundary conditions to 1D unsteady conduction
- Methods for obtaining Finite Difference equations
- Taylor series
- Polynomial fitting
- Estimation of one-sided boundary derivative
- Generation of difference formulas by Difference operators
- Difference formulas for First Derivatives
- Difference formulas for Higher Order Derivatives
- Introduction
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