Finite Element Method: Weak form to Algebraic Equations?

In summary, the conversation discussed the use of finite element method in engineering, specifically in solving a heat transfer problem. The tutor demonstrated the mathematical background of FEM and showed how to discretize the domain using a weighted integral form. This allows for a simple matrix form of the equation being modeled, making it easier to program. The purpose of the weighting term is to ensure that the equation is valid for all reasonable choices of the test function.
  • #1
ramzerimar
178
23
Okay, I'm following a series of video lectures on applications of finite element method to engineering, and the tutor started by demonstrating the mathematical background of FEM using a simple heat transfer problem. He derived the governing equation (in just one dimension):

(1) [tex] k\frac{d^2 T}{dx^2} + Q = 0 [/tex]

Where K is a constant, T is temperature and Q is the heat generated. The next step was discretizing the domain (in this case, a bar with length L). For this, we used the weighed integral form, which is:

(2) [tex]\int_{0}^{L}w_e(k\frac{d^2 T}{dx^2} + Q) = 0[/tex]

Where w is a arbitrary linear weighting function. I understand that we can't solve (1) by using this discretization, because the temperatures would be discontinuous at the nodes and the second derivative wouldn't be defined, and that's why we integrate it to get only first derivative terms. But I didn't understand the weighting term. Just integrating it wouldn't be enough? What's the purpose of it?
 
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  • #2
I think the author is backing his way into a variational expression for the equation of motion. The equation written is valid for all reasonable choices of the test function. This allows for a simple matrix form of the equation being modeled that is easy to program.
 

1. What is the Finite Element Method (FEM)?

The Finite Element Method (FEM) is a numerical technique used to solve partial differential equations (PDEs) in engineering and science. It involves dividing a complex problem into smaller, simpler sub-problems, called finite elements, and solving for the unknown values at each element. These solutions are then combined to obtain an approximate solution to the original problem.

2. What is the weak form in the Finite Element Method?

The weak form is a mathematical reformulation of a PDE that is used in the FEM. It involves multiplying the PDE by a test function and integrating over the domain. This results in a set of integral equations that can be solved using numerical methods to obtain the unknown values at each finite element.

3. How is the weak form converted to algebraic equations in the FEM?

The weak form is converted to algebraic equations by approximating the unknown values at each finite element using shape functions. These shape functions are polynomials that satisfy the boundary conditions of the problem. The integral equations obtained from the weak form are then discretized using numerical integration techniques, and the resulting algebraic equations are solved using matrix algebra.

4. What are the advantages of using the Finite Element Method?

The Finite Element Method offers several advantages, including its ability to handle complex geometries and boundary conditions, its accuracy and flexibility, and its ability to model non-linear problems. It also allows for efficient use of computational resources by dividing the problem into smaller elements.

5. What are the limitations of the Finite Element Method?

The Finite Element Method has some limitations, such as the need for a fine mesh to accurately capture the solution, which can result in high computational costs. It is also sensitive to element distortion and can produce inaccurate results if the mesh is not properly generated. Additionally, FEM requires a good understanding of the underlying physics of the problem to choose appropriate element types and boundary conditions.

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