Diffusion Equation Invariant to Linear Temp. Transform

In summary, the diffusion equation is invariant to a linear transformation in the temperature field, as shown by the fact that the solutions of the equation form a vector space which contains constant functions. This means that given one solution, a second solution can be constructed using the transformation equation $\overline{T} = \alpha T + \beta$. This invariance also holds under a change of variables, making it a useful tool in solving the equation.
  • #1
Dustinsfl
2,281
5
Show the diffusion equation is invariant to a linear transformation in the temperature field
$$
\overline{T} = \alpha T + \beta
$$
Since $\overline{T} = \alpha T + \beta$, the partial derivatives are
\begin{alignat*}{3}
\overline{T}_t & = & \alpha T_t\\
\overline{T}_{xx} & = & \alpha T_{xx}
\end{alignat*}
So $T_t = \frac{1}{\alpha}\overline{T}_t$ and $T_{xx} = \frac{1}{\alpha}\overline{T}_{xx}$.
The diffusion equation is
$$
\frac{1}{\alpha}T_t = T_{xx}.
$$
By substitution, we obtain
$$
\frac{1}{\alpha}\overline{T}_t = \overline{T}_{xx}.
$$
Correct?
 
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  • #2
Yes, as the set of solutions of such an equation is a vector space which contains constant functions.
 
  • #3
girdav said:
Yes, as the set of solutions of such an equation is a vector space which contains constant functions.

So that is all that it was? It seems to simple.
 
  • #4
It may be for example the first question of a homework or a test, so it's not necessarily difficult. (maybe maybe the other question can be harder)
 
  • #5
dwsmith said:
So that is all that it was? It seems to simple.
Yes, it may be simple (in this case) but there's a deeper meaning. It means, given one solution $T_0$, you can construct a second solution $T = \alpha T_0 + \beta$.

You might also want to check that this same PDE is invariant under the change of variables

$\bar{t} = k^2 t,\;\;\; \bar{x} = k x$

i.e.

$ T_{\bar{t}}=\alpha T_{\bar{x} \bar{x}} \;\; \implies \;\; T_t = \alpha T_{xx}$.

The next question $-$ how is this useful?
 

FAQ: Diffusion Equation Invariant to Linear Temp. Transform

What is the "Diffusion Equation Invariant to Linear Temp. Transform"?

The "Diffusion Equation Invariant to Linear Temp. Transform" is a mathematical equation used to describe the behavior of a diffusing substance, such as heat or particles, over time. It is invariant, or remains unchanged, when a linear transformation is applied to the temperature variable.

How is the "Diffusion Equation Invariant to Linear Temp. Transform" different from the traditional diffusion equation?

The traditional diffusion equation does not account for changes in temperature over time, while the "Diffusion Equation Invariant to Linear Temp. Transform" takes into consideration the effects of temperature on the diffusion process. This makes it a more accurate and versatile equation for modeling diffusion.

What is the significance of the "Invariant to Linear Temp. Transform" property?

The "Invariant to Linear Temp. Transform" property means that the diffusion equation remains valid even if the temperature scale is changed or a constant temperature gradient is applied. This allows for more flexibility in using the equation to model different diffusion scenarios.

How is the "Diffusion Equation Invariant to Linear Temp. Transform" used in scientific research?

The equation is used in various fields of science, such as physics, chemistry, and biology, to model diffusion processes and predict the behavior of diffusing substances. It is also used in mathematical modeling and simulations to study the effects of temperature on diffusion in different systems.

Can the "Diffusion Equation Invariant to Linear Temp. Transform" be applied to non-linear temperature changes?

No, the equation is specifically designed to be invariant to linear transformations of the temperature variable. It cannot be applied to non-linear temperature changes, as this would violate the fundamental properties of the equation.

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