Finite element method – basis functions Finite Elements: triangular elements ➢ linear i As the basis functions look the same in all elements (apart from
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Finite element method - basis functions
Finite Elements: Basis functions
1-D elements
coordinate transformation1-D elements
linear basis functions quadratic basis functions cubic basis functions2-D elements
coordinate transformation triangular elements linear basis functions quadratic basis functions rectangular elements linear basis functions quadratic basis functions Scope : Understand the origin and shape of basis functions used in classical finite element techniques. 2Finite element method - basis functions
1-D elements: coordinate transformation
We wish to approximate a function u(x) defined in an interval [a,b] by some set of basis functions n i ii cxu 1 where i is the number of grid points (the edges of our elements) defined at locations x i . As the basis functions look the same in all elements (apart from some constant) we make life easier by moving to a local coordinate system iii xxxx 1 so that the element is defined for x=[0,1]. 3Finite element method - basis functions
1-D elements - linear basis functions
There is not much choice for the shape of a
(straight) 1-D element! Notably the length can vary across the domain.We require that our function u() be approximated
locally by the linear function 21)(ccu
Our node points are defined at
1,2 =0,1 and we require that 2121121211
uucuc ccucu Auc
11-01A
4Finite element method - basis functions
1-D elements - linear basis functions
As we have expressed the coefficients c
i as a function of the function values at node points 1,2 we can now express the approximate function using the node values )()()1()()(21121211
NNuuuuuuu
.. and N 1,2 (x) are the linear basis functions for 1-D elements. 5Finite element method - basis functions
1-D quadratic elements
Now we require that our function u(x) be
approximated locally by the quadratic function 2 321cccu
Our node points are defined at
1,2,3 =0,1/2,1 and we require that3213321211
25.05.0
cccucccucu Auc242143001
A 6Finite element method - basis functions
1-D quadratic basis functions
... again we can now express our approximated function as a sum over our basis functions weighted by the values at three node points ... note that now we re using three grid points per element ...Can we approximate a
constant function? 3 12 3222
12 321
)()2()44()231()( iii
Nuuuucccu
7Finite element method - basis functions
1-D cubic basis functions
... using similar arguments the cubic basis functions can be derived as 32432
332
232
13 42
321
)(23)(2)(231)()( N
NNNccccu
... note that here we need derivative information at the boundaries ...How can we
approximate a constant function? 8Finite element method - basis functions
2-D elements: coordinate transformation
Let us now discuss the geometry and basis
functions of 2-D elements, again we want to consider the problems in a local coordinate system, first we look at trianglesP 3 P 2 P 1 xy P 3 P 2 P 1 beforeafter 9Finite element method - basis functions
2-D elements: coordinate transformation
Any triangle with corners P
i (x i ,y i ), i=1,2,3 can be transformed into a rectangular, equilateral triangle with P 3 P 2 P 1 P 1 (0,0) P 3 (0,1)P 2 (1,0)1312113121
yyyyyyxxxxxx using counterclockwise numbering. Note that if =0, then these equations are equivalent to the 1-D tranformations. We seek to approximate a
function by the linear form 321),(cccu we proceed in the same way as in the 1-D case 10
Finite element method - basis functions
2-D elements: coefficients
... and we obtain P 3 P 2 P 1 P 1 (0,0) P 3 (0,1)P 2 (1,0) ... and we obtain the coefficients as a function of the values at the grid nodes by matrix inversion31321211
)1,0()0,1()0,0( ccuu ccuucuu Auc101011001
A containing the1-D case
11-01A
11Finite element method - basis functions
triangles: linear basis functions from matrix A we can calculate the linear basis functions for triangles P 3 P 2 P 1 P 1 (0,0) P 3 (0,1)P 2 (1,0) ),(),(1),( 321NNN 12
Finite element method - basis functions
triangles: quadratic elements Any function defined on a triangle can be approximated by the quadratic function 2 6524321
),(yxyxyxyxu and in the transformed system we obtain 2 652
4321
ccccccu as in the 1-D case we need additional points on the element. P 3 P 2 P 1 P 1 (0,0) P 3 (0,1)P 2 (1,0) P 5 (1/2,1/2)P 4 (1/2,0) P 6 (0,1/2) P 5 P 4 P 6 13