Starting with an energy balance on a volume element, obtain the two- dimensional transient explicit finite difference equation for a general interior node in rectangular coordinates for \(T(x, y, t)\) for the case of constant thermal conductivity and no heat generation.

Short Answer

Expert verified
The 2D transient explicit finite difference equation is given by: \(T^{n+1}(x, y) = \frac{\Delta t \left[\frac{k}{(\Delta x)^2}\right](T^n(x+\Delta x, y) - 2T^n(x, y) + T^n(x-\Delta x, y))+\frac{\Delta t \left[\frac{k}{(\Delta y)^2}\right](T^n(x, y+\Delta y) - 2T^n(x, y) + T^n(x, y- \Delta y))}{\rho c_p} + T^n(x, y)\) where \(T(x, y, t)\) denotes the temperature at spatial coordinate (x,y) and time t. \(n\) represents the time step, \(\Delta x\) and \(\Delta y\) represent the spatial grid size, \(\Delta t\) represents the time step, \(k\) is the thermal conductivity, \(\rho\) is the density, and \(c_p\) is the specific heat capacity.

Step by step solution

01

Derive the governing equation from an energy balance

The energy balance equation for a rectangular volume element of dimensions \(\Delta x\), \(\Delta y\), and \(\Delta z\) with constant thermal conductivity \(k\) and no heat generation can be written as: \({(q_x - q_{x+\Delta x})\Delta y \Delta z + (q_y - q_{y+\Delta y})\Delta x \Delta z = \rho c_p \Delta x \Delta y \Delta z \frac{\partial T}{\partial t}}\) where \(\rho\) is the density, \(c_p\) is the specific heat capacity, and \(q_x\) and \(q_y\) are the heat fluxes in the x and y directions, respectively. We can write heat fluxes using Fourier's law: \(q_x = -k \frac{\partial T}{\partial x}\) and \(q_y = -k \frac{\partial T}{\partial y}\). Substitute these into the energy balance equation: \({(-k \frac{\partial T}{\partial x}+k \frac{\partial T}{\partial x + \Delta x})\Delta y \Delta z + (-k \frac{\partial T}{\partial y}+k \frac{\partial T}{\partial y + \Delta y})\Delta x \Delta z = \rho c_p \Delta x \Delta y \Delta z \frac{\partial T}{\partial t}}\) Divide both sides by \(\Delta x \Delta y \Delta z\): \({[\frac{-k}{\Delta x}(\frac{\partial T}{\partial x} - \frac{\partial T}{\partial x + \Delta x})] + [\frac{-k}{\Delta y}(\frac{\partial T}{\partial y} - \frac{\partial T}{\partial y + \Delta y})] = \rho c_p \frac{\partial T}{\partial t}}\) For simplicity, we can drop the +\(\Delta x\) and +\(\Delta y\) terms in the derivatives, assuming they represent small variations. Thus, we get the following form of the heat equation: \({\frac{k}{\Delta x^2} \frac{\partial^2 T}{\partial x^2} + \frac{k}{\Delta y^2} \frac{\partial^2 T}{\partial y^2} = \rho c_p \frac{\partial T}{\partial t}}\)
02

Use finite difference approximations for the spatial derivatives

Now, we need to apply finite difference approximations for the second-order spatial derivatives. Using central difference, we have: \(\frac{\partial^2 T}{\partial x^2} \approx \frac{T(x+\Delta x, y) - 2T(x, y) + T(x-\Delta x, y)}{(\Delta x)^2}\) and \(\frac{\partial^2 T}{\partial y^2} \approx \frac{T(x, y+\Delta y) - 2T(x, y) + T(x, y-\Delta y)}{(\Delta y)^2}\) Substitute these approximations back into the heat equation: \({\frac{k}{\Delta x^2} (\frac{T(x+\Delta x, y) - 2T(x, y) + T(x-\Delta x, y)}{(\Delta x)^2}) + \frac{k}{\Delta y^2} (\frac{T(x, y+\Delta y) - 2T(x, y) + T(x, y-\Delta y)}{(\Delta y)^2}) = \rho c_p \frac{\partial T}{\partial t}}\) Simplify the equation: \({\left[\frac{k(\Delta y)^2}{(\Delta x)^2(\Delta y)^2}\right](T(x+\Delta x, y) - 2T(x, y) + T(x-\Delta x, y))+\left[\frac{k(\Delta x)^2}{(\Delta x)^2(\Delta y)^2}\right](T(x, y+\Delta y) - 2T(x, y) + T(x, y- \Delta y)) = \rho c_p \frac{\partial T}{\partial t}}\) Further simplify the equation: \({\left[\frac{k}{(\Delta x)^2}\right](T(x+\Delta x, y) - 2T(x, y) + T(x-\Delta x, y))+\left[\frac{k}{(\Delta y)^2}\right](T(x, y+\Delta y) - 2T(x, y) + T(x, y- \Delta y)) = \rho c_p \frac{\partial T}{\partial t}}\)
03

Approximate the time derivative using explicit finite difference

To obtain the explicit finite difference equation, we will approximate the time derivative using a forward difference scheme, which gives: \(\frac{\partial T}{\partial t} \approx \frac{T^{n+1}(x, y) - T^n(x, y)}{\Delta t}\) Substitute this back into the simplified equation: \({\left[\frac{k}{(\Delta x)^2}\right](T^n(x+\Delta x, y) - 2T^n(x, y) + T^n(x-\Delta x, y))+\left[\frac{k}{(\Delta y)^2}\right](T^n(x, y+\Delta y) - 2T^n(x, y) + T^n(x, y- \Delta y)) = \rho c_p \frac{T^{n+1}(x, y) - T^n(x, y)}{\Delta t}}\) Now isolate the term \(T^{n+1}(x, y)\) on the left-hand side: \(T^{n+1}(x, y) = \frac{\Delta t \left[\frac{k}{(\Delta x)^2}\right](T^n(x+\Delta x, y) - 2T^n(x, y) + T^n(x-\Delta x, y))+\frac{\Delta t \left[\frac{k}{(\Delta y)^2}\right](T^n(x, y+\Delta y) - 2T^n(x, y) + T^n(x, y- \Delta y))}{\rho c_p} + T^n(x, y)\) This is the final two-dimensional transient explicit finite difference equation for a general interior node in rectangular coordinates with constant thermal conductivity and no heat generation.

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