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3.7 Hierarchical elements
In the p-method the element size is kept fixed while the degree p of the polynomial
expansion is increased to order 2, 3, . . .. If the added shape functions
are orthogonal in the sense of the strain energy product to the previous set of
functions the new stiffness matrix is simply obtained by amending the previous
matrix. Such elements are called hierarchical elements.
Consider a bar element [−1, 1]. To its two linear shape functions
ϕ1(x) =
1
2
(1 − x) ϕ2(x) =
1
2
(1 + x) (3.156)
we add three shape functions which vanish at the end points of the element
[−1, +1] (see Fig. 3.33)
ϕ3(x) =
1 √
6
[−1 +
1
2
(−1 + 3x2)] ϕ4(x) =
1 √
10
[−x +
1
2
(−3 x + 5x3)]
ϕ5(x) =
1 √
14
[
1
2
(1 − 3 x2) +
1
8
(3 − 30 x2 + 35x4)] . (3.157)
Fig. 3.33. Bar ele-
−1 to +1. The linear
shape functions
hierarchical functions
310 3 Frames
Fig. 3.34. Approximation of the Green’s function for the support reaction at the left
end with linear elements and hierarchical elements (increasing order of p = 2. . . 10)
These new functions are orthogonal to the first two functions ϕ1 and ϕ2
k1j = a(ϕ1, ϕj) = k2j = a(ϕ2, ϕj) = 0 j = 3, 4, 5 (3.158)
and they are also mutually orthogonal
kij = a(ϕi, ϕj) = δij · EA i, j = 3, 4, 5 (3.159)
so that the amended matrix is simply, [26] p. 252,
K = EA
2
⎡
⎢⎢⎢⎢⎣
1 −1 0 0 0
−1 1 0 0 0
0 0 2 0 0
0 0 0 2 0
0 0 0 0 2
⎤
⎥⎥⎥⎥⎦
. (3.160)
For an application we consider a bar [−1, +1] fixed at the left end and
stretched by uniform forces p = 1
− EAu
__(x) = 1 u(−1) = 0 N(1) = EAu
_(1) = 0 . (3.161)
Because the left end is fixed u1 = 0 but the other four ui are unknown. The
equivalent nodal forces are
3.7 Hierarchical elements 311
Fig. 3.35. In the porder
p of the shape
functions
f2 =
_ +1
−1
1 · ϕ2(x) dx = 1 f3 =
_ +1
−1
1 · ϕ3(x) dx = −
%
2
3
f4 =
_ +1
−1
1 · ϕ4(x) dx = 0 f5 =
_ +1
−1
1 · ϕ5(x) dx = 0. (3.162)
The solution of the system
K = EA
2
⎡
⎢⎢⎣
1 0 0 0
0 2 0 0
0 0 2 0
0 0 0 2
⎤
⎥⎥⎦
⎡
⎢⎢⎣
u2
u3
u4
u5
⎤
⎥⎥⎦
=
⎡
⎢⎢⎣
f2
f3
f4
f5
⎤
⎥⎥⎦
(3.163)
is (we let EA = 1)
u = {2,−
_
2/3, 0, 0}T (3.164)
so that
uh(x) = 2 · ϕ2(x) −
%
2
3
· ϕ3(x) =
3
2
+ x − x2
2
(3.165)
which is the exact solution.
Note that the sum of the equivalent nodal forces
_5
i=1
fi =
_ +1
−1
p · (ϕ1 + ϕ2 + ϕ3 + ϕ4 + ϕ5)
_ _ _
=1
dx = 1.1835
= 2.0 =
_ +1
−1
pdx =
_ +1
−1
p · (ϕ1 + ϕ2)
_ _ _
=1
dx = f1 + f2 (3.166)
is not the sum of the applied load (2.0) because the extended set of shape
functions does not form a partition of unity
method the support
reaction oscillates
considerably with the
312 3 Frames
_5
i=1
ϕi(x) = 0.62 − 0.79 x − 0.79 x2 + 0.79 x3 + 1.17 x4 (3.167)
—simply said the sum is not 1 at each point x. So in checking the global equilibrium
condition in the p-method we must restrict the count to the original
fi.
Point loads and hierarchical elements
The p-method will improve the accuracy considerably if the exact solution is
smooth but it can run into difficulties in the presence of point loads, [238] p.
196.
The model problem is a bar [−1, +1] that is fixed at both ends and is
subjected to a horizontal point load P = 1 at the quarter point x = −0.5. We
study the support reaction at the left end of the bar, at x = −1. The exact
Green’s function of the support reaction is the straight line G1(x) = −0.5 x+
0.5, dropping from + 1 at the left end to zero at the right end of the bar. The
triangle in Fig. 3.34 is the best approximation with 10 linear elements. For our
purposes it is perfect because the FE Green’s function Gh1
is exact at x = −0.5
so that the linear model gives the correct answer, Nh(0) = N(0) = 0.75.
If we solve the same problem with the p-method — just one element but
different orders p of shape functions (Pi = Lagrange polynomial)
ϕi(x) = Pi+1(x) − Pi−1(x) √
2
_
2(i + 1) − 1
i = 1, 2, 3, . . . p (3.168)
then the support reaction oscillates considerably (see Fig. 3.35) because in
the p-method the approximate Green’s functions Gh1
tend to wobble; see Fig.
3.34. Note that the exact solution u(x) does not lie in the trial space Vh of
the p-method because all ϕi(x) have continuous first-order derivatives and
also the Green’s function G1(x) is not contained in Vh—linear functions are
excluded because of the boundary conditions—so we must expect an error in
the support reaction.
If we would place a node where the single force is applied the solution
would lie in Vh so the problem could have readily been resolved — in this case
— but evidently care must be taken in the presence of point loads.
Remark 3.2. We add some details. The stiffness matrix in the foregoing problem
is EA × I (the unit matrix), the equivalent nodal forces for Gh1
are
fi = N(ϕi)(−1) = EAϕ_
i(−1) so that the nodal values ui of the Green’s
function Gh1
are the derivatives ϕ_
i of the shape functions at x = −1 and thus
Gh1
(x) =
_p
i=1
ϕ
_
i(−1) ϕi(x) . (3.169)
3.8 Sensitivity analysis 313
Fig. 3.36. Change
in the stiffness of a
spring
If the load p is uniformly distributed all is well. In the influence integral (Gh1
, p)
only the integral of the first term of the series (3.169) is not zero and because
the slope of ϕ1 at x = −1 and the integral of ϕ1 are well tuned the result
Nh(−1) =
_ +1
−1
Gh1
(x)pdx = p ϕ
_
1(−1)
_ +1
−1
ϕ1(x)dx
= p · 0.816 · 1.22474 = p · 1.0 (3.170)
is exact—the total load is p · 2.0.
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