Weak form of the heat equation[edit | edit source]
Let us now derive the weak form of the model of heat conduction in equations (16). It is more convenient to use the form of the governing equation given in equation (10). The equation is
Let be the space of weighting functions (or test functions). Then any () is continuously differentiable. The weighting functions also satisfy on . Recall that we called a similar set of functions in our discussion of the Poisson problem. We can write
Let be the set of trial solutions. Then any trial function has to satisfy the essential boundary conditions on . This is written as
To get the weak form, we multiply the governing equation by the weighting function and integrate over the volume to get
The second term in the equation has second-order derivatives. We will convert these into first order derivatives using the divergence theorem and the identity
From the identity we get
Substitute (29) into the second term in (28) to get
Apply the divergence theorem to the first term on the right hand side of (30). You will get
where is the unit outward normal to the boundary .
Since on , equation (31) becomes
Substitute (31) into (30) and (30) back into (28). You will get
After rearrangement, we get the exact weak form of the heat equation
Recall that equation (15) gives us
Therefore equation (34) can be written as
In more compact notation
Following the same process for the initial condition, we get
In compact notation,
The variation initial boundary value problem for heat conduction can then be stated as follows.
Well-posedness of the boundary value problem[edit | edit source]
Unless has a simple geometry - square, spherical or cylindrical, it is very difficult to solve the BVP in closed form (using separation of variables, for instance). For some BVPs, it may not be possible at all to get a closed form solution. In fact, it may not even be obvious that a solution exists or is unique or that the solution depends continuously on the data.
A well-posed problem is one that satisfied the three conditions :
- a solution exists.
- the solution is unique.
- the solution depends continuously on the data (that is, smallchanges in the data do not cause wild fluctuations in the solution).
BVPs can be used to get reliable results only when they are well-posed.
Let us look at an example. Recall the BVP for the Poisson equation.
Assume that . That means that the heat flux is given on the entire boundary.
Suppose is a solution. Then is also a solution, where is a constant. To see why, compute the Laplacian of .
So the solution satisfies the PDE.
How about the boundary conditions?Plug in into the boundary condition to get
So the boundary conditions are also satisfied. That means that if , then the solution is not unique. We can add any constant temperature to the body and the solution will be consistent with the governing equations.
We can also check the conditions under which a solution will exist for this problem. Integrate the Poisson equation over to get
Apply the divergence theorem to the Laplacian. We get
From the boundary condition,
Therefore, we have
The boxed equation is called a compatibility condition and a solution
does not exist unless this condition is satisfied.
In the context of the steady heat conduction problem, the compatibility
condition says that the heat generated in the body must equal the heat
flux. A similar (but more complicated) exercise can be used to show
the existence and uniqueness of solutions for the full heat equation.