Solution to advection equation with variable coefficients

In summary, the advection equation in spherical coordinates can be solved using the method of characteristics, but some additional steps need to be taken to convert the equation and find the characteristic curves.
  • #1
lostidentity
18
0
Hi,

I'm trying to find analytical solution to an advection equation written in Spherical coordinates. It's spherically symmetric so I'm only interested in radial variances.

The equation is:
[tex]\frac{\partial{c}}{\partial{t}} + \frac{1}{r^2}\frac{\partial}{\partial{r}}(r^2uc) = 0[/tex]

I've seen solutions to advection equation with variable coefficients written in non-conservative form using the method of characteristics. I'm wondering if I could use the same method to solve the above equation, which is written in conservative form. Note that both u and c are functions of both r and t.

Thanks.
 
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  • #2


Hi there,

Thank you for your question. The advection equation you have provided is indeed written in conservative form, and the method of characteristics can still be used to solve it. However, there are a few additional steps that need to be taken in order to solve it in spherical coordinates.

Firstly, you will need to express the equation in terms of the radial variable r, instead of the Cartesian coordinates x, y, and z. This can be done by using the transformation r = \sqrt{x^2 + y^2 + z^2}.

Next, you will need to convert the partial derivatives with respect to x, y, and z into partial derivatives with respect to r. This can be done using the chain rule, as follows:

\frac{\partial}{\partial{x}} = \frac{\partial}{\partial{r}}\frac{\partial{r}}{\partial{x}} = \frac{x}{r}\frac{\partial}{\partial{r}}

Similarly, \frac{\partial}{\partial{y}} = \frac{y}{r}\frac{\partial}{\partial{r}} and \frac{\partial}{\partial{z}} = \frac{z}{r}\frac{\partial}{\partial{r}}.

Substituting these expressions into the advection equation will give you the equation in terms of r.

Once you have the equation in terms of r, you can then use the method of characteristics to solve it. This involves finding the characteristic curves, which are defined as the curves along which the solution remains constant. In your case, the characteristic curves will be circles centered at the origin, since the equation is spherically symmetric.

Finally, you will need to apply the appropriate boundary and initial conditions to obtain the solution.

I hope this helps. Good luck with your research!
 

FAQ: Solution to advection equation with variable coefficients

What is the advection equation with variable coefficients?

The advection equation with variable coefficients is a mathematical model that describes the transport of a physical quantity, such as heat or fluid velocity, in a medium where the coefficient of advection varies in space and/or time.

What is the importance of solving the advection equation with variable coefficients?

Solving the advection equation with variable coefficients is crucial in many scientific and engineering fields, as it allows for accurate predictions of how a quantity will be transported in a medium with changing properties. This can have applications in weather forecasting, fluid dynamics, and material sciences, among others.

How do you solve the advection equation with variable coefficients?

The advection equation with variable coefficients can be solved using various numerical methods, such as finite difference or finite element methods. These methods involve discretizing the equation and solving it at different points in space and time, until a solution is obtained that satisfies the given initial and boundary conditions.

What challenges are associated with solving the advection equation with variable coefficients?

One of the main challenges in solving the advection equation with variable coefficients is accurately representing the variable coefficients in the discretized equation. This requires careful selection of grid spacing and time steps to ensure numerical stability and accuracy. Additionally, the presence of discontinuities or sharp gradients in the coefficients can also pose challenges in the numerical solution.

What are some real-world applications of the advection equation with variable coefficients?

The advection equation with variable coefficients has a wide range of applications in various fields. For example, it can be used to model the transport of pollutants in the atmosphere, the movement of ocean currents, or the diffusion of chemicals in a porous medium. It is also used in fields such as heat transfer, groundwater flow, and traffic flow analysis.

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