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1.19 Influence functions
As in many engineering problems (Fig. 1.46) the accuracy of an FE solution
depends on how well the influence functions for the displacements, stresses,
or support reactions can be approximated (Fig. 1.47). The nature of these
Green’s functions is therefore to be discussed next.
All influence functions are displacements or deflections. In a beam the influence
functions for w(x), w_(x),M(x), or V (x) at a point x are the deflection
curves of the beam if a dual load, i.e., a force P = 1, amoment M = 1, a sharp
bend w_(x+) − w_(x−) = 1 or a dislocation w(x+) − w(x−) = 1, is applied at
x (see Fig. 1.34, p. 48).
In an energy method the focus is not on the loads themselves, but rather
on the work done by the loads acting through the virtual displacements. The
characteristic property of a single force P = 1 at x is that it contributes work
δw(x) upon acting through a virtual displacement δw.
A convenient symbol to describe such an action (point load) is the Dirac
delta
δ0(y − x) = 0 for all y = x ,
_ l
0
δ0(y − x)ϕi(y) dy = ϕi(x) .
(1.231)
70 1 What are finite elements?
+
-
Fig. 1.47. The scalar product of the load p and the approximate Green’s function
Gh1
is the normal force Nh of the FE solution
This is a function that is zero almost everywhere—up to the point x—and
that acting through a nodal unit displacement ϕi(y) or any other virtual
displacement contributes work ϕi(x) (= the value of ϕi(y) at x). This is what
a single force looks like in energy methods.
To have symbols for the other dual quantities, higher Dirac deltas are
introduced:
δ1(y − x) moment
_ l
0
δ1(y − x)ϕi(y) dy = ϕ
_
i(x)
δ2(y − x) sharp bend
_ l
0
δ2(y − x)ϕi(y) dy = Mi(x)
δ3(y − x) dislocation
_ l
0
δ3(y − x)ϕi(y) dy = Vi(x) ,
where Mi(x) and Vi(x) are the moment and shear force, respectively, of ϕi at
the point x.
The equivalent nodal forces fi that belong to a Dirac delta δ0 are
1.19 Influence functions 71
fi =
_ l
0
δ0(y − x) ϕi(y) dy = ϕi(x) (1.232)
and the same holds for the higher Dirac deltas. Because each Dirac delta
extracts from the virtual displacement ϕi just the term conjugate to δi, the fi
are just the values of ϕi at x conjugate to δi. Hence if the influence function
for a quantity Q(x) is to be calculated, the equivalent nodal forces fi are just
fi = Q(ϕi)(x).
Table 1.2. Equivalent nodal forces for influence functions in beams and slabs
Beam dual quantity fi Kirchhoff plate fi
w δ0 force ϕi(x) w ϕi(x)
w
_
δ1 moment ϕ
_
i(x) w,x , w,y ϕi,x (x), ϕi,y (x)
M δ2 sharp bend Mi(x) mxx,mxy,myy m(i)
xx(x),m(i)
xy(x),m(i)
yy (x)
V δ3 dislocation Vi(x) qx, qy q(i)
x (x), q(i)
y (x)
Table 1.2 lists the equivalent nodal forces fi for Euler–Bernoulli beams
and Kirchhoff plates; quantities for second-order equations are listed in Table
1.3.
Table 1.3. Equivalent nodal forces for influence functions of bars and plates
Bar dual quantity fi plate fi
u δ0 force ϕi(x) ux, uy ϕi(x)
N δ1 dislocation Ni(x) σxx, σxy, σyy σ(i)
xx(x), σ(i)
xy (x), σ(i)
yy (x)
Deflection of a taut rope
To calculate the influence function for the deflection w of the rope in Fig. 1.39
p. 58 at a node xk, a single force P = 1 is applied at xk. The equivalent nodal
forces fi are
fi =
_ l
0
δ0(xk − y) ϕi(y) dy = ϕi(xk) =
_
1 i = k
0 i = k
(1.233)
so that f is identical to the unit vector ek, and with u = K(−1)ek the Green’s
function becomes
Gh0
(xk, y) =
_
i
ui ϕi(y) =
_
i
(K(−1) ek)i ϕi =
_
i
k(−1)
ik ϕi(y) . (1.234)
In a load case p the deflection wh(xk) at the node xk is therefore
72 1 What are finite elements?
i
wh k
_ l
0
Gh0(xk, y) p(y) dy =
_
i
k(−1)
ik
_ l
0
ϕi(y) p(y) dy
=
_
i
k(−1)
ik fi (1.235)
where the fi are now the equivalent nodal forces belonging to the distributed
load p.
b)
Fig. 1.48. a) Influence function for the normal force at the center of the bar;
(x ) =
FE approximation. The equivalent nodal forces f are the normal forces of the
nodal unit displacements at the point x = l/2
1.19 Influence functions 73
Fig. 1.49. Influence function for the FE shear force Vh at the center of the beam
Normal force in a bar
The influence function for the normal force N at the center of the bar in Fig.
1.48 is the longitudinal displacement of the bar if the bar is split at the center,
u(x+) − u(x−) = 1; see Fig. 1.48. The equivalent nodal forces fi that belong
to this load case are
fi =
_ l
0
δ 1( l
2
− y) ϕi(y) dy = EAϕ
_
i( l
2
) = Ni( l
2
) . (1.236)
Evidently the FE solution of this load case, the shape in Fig. 1.48 b, is not
the exact influence function for N(l/2).
But it is the exact influence function for the average value Na of the
normal force N(x) in the center element having end points x2 and x3 and
length le = x3 − x2. To see this, note that
Na =
1
le
_ x3
x2
N(x) dx =
1
le
_ x3
x2
_ l
0
G1(y, x) p(y) dy dx
=
1
le
_ x3
x2
_ l
0
EA
d
dx
G0(y, x) p(y) dy dx
= EA
le
_ l
0
[G0(y, x3) − G0(y, x2)] p(y) dy (1.237)
and this kernel EA/le[G0(y, x3) − G0(y, x2)] is just the shape in Fig. 1.48 b.
Namely to reproduce this kernel in Vh the following equivalent nodal forces
must be applied
fi = EA
le
_ l
0
[δ0(y − x3) − δ0(y − x2)] ϕi(y) dy = EA
le
[ϕi(x3) − ϕi(x2)]
(1.238)
74 1 What are finite elements?
which are just the forces, f2 = −EA/le, f3 = EA/le, that were applied previously
to approximate G1.
Remark 1.8. Because the normal force is defined as N(x) = EAu_(x), the
influence function G1(y, x) for N(x) is
G1(y, x) = EA
d
dx
G0(y, x) . (1.239)
So if σij = Op(u), where Op() is some differential operator and G0 is the
Green’s function for u, then the Green’s function for σij is Op(G0) and differentiation
is carried out with respect to x.
Shear force in a beam
To obtain the influence function for the shear force V (l/2) in the middle of
the beam (see Fig. 1.49) a dislocation w+ − w− = 1 must be applied so that
the equivalent nodal forces
fi =
_ l
0
δ3( l
2
− y)ϕi(y) dy = Vi( l
2
) (1.240)
are the shear forces of the nodal unit displacement ϕi at the point x = l/2.
Obviously the FE influence function is not correct. Could the situation be
saved by claiming that the FE approximation is the exact influence function
for the average value of V (x)? No, this time the previous logic fails by a narrow
margin. The influence function for the average value Va of V (x) in the center
element is
Va =
1
le
_ x3
x2
V (x) dx =
1
le
_ x3
x2
_ l
0
G3(y, x) p(y) dy dx
=
1
le
_ x3
x2
_ l
0
d
dx
G2(y, x) p(y) dy dx =
1
le
_ l
0
[G2(y, x3) − G2(y, x2)] p(y) dy
(1.241)
where 1/le[G2(y, x3) − G2(y, x2)] is almost the figure in Fig. 1.49. “Almost”
because the influence functions for bending moments have a sharp bend
at x that is not to be seen at the end points x3 and x2. But it is obviously
possible to come very close to this shape in Vh. In other words, FE solutions
gain in accuracy if averages are studied, rather than point values.
To approximate the shape of the kernel 1/le[G2(y, x3) − G2(y, x2)] in Vh,
the same equivalent nodal forces must be applied as in Fig. 1.49, because the
third-order difference quotient and the third-order derivative of a third-degree
polynomial ϕi at any point  ̄x ∈ (x2, x3) are the same:
1.19 Influence functions 75
Fig. 1.50. How a
commercial FE prothe
shear force V at
the center of a beam
result
fi =
1
le
_ l
0
[δ2(y − x3) − δ2(y − x2)] ϕi(y) dy =
_ l
0
δ3(y −  ̄x) ϕi(y) dy
= Mi(x3) −Mi(x2)
le
= Vi( ̄x) . (1.242)
Remark 1.9. A commercial FE program calculates the influence function for
V (l/2) as follows. First it keeps all nodes fixed and it applies the dislocation
(= ϕ1) (see Fig. 1.50 c) to the second element. Next it applies the fixed end
forces (×(−1)) of this load case to the structure and adds to the resulting
deflection curve which is just Gh3
—the deflection caused by the dislocation in
element 2. The result is the exact solution (Fig. 1.50).
The deflection in the first element agrees with the exact solution
w(1)
h = −0.5 x = wexact = G3 (1.243)
but to the deflection in the second element the program adds the beam solution
ϕ1 (= dislocation at the left end of the fixed beam)
w(2)
h = −0.5 − 0.5 x + 3x2 − 2 x3
+ 1.0 − 3 x2 + 2x3 (= ϕ1)
wexact = +0.5 − 0.5 x (1.244)
influence function for
it obtains the correct
gram calculates the
(EI = 1), and how
76 1 What are finite elements?
8.00
6.00
8.00
6.00
1 2
3 4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51
52 53 54 55 56 57 58 59 60 61 62 63 64 6566 67 68
69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85
86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102
103 104 105 106 107 108 109 110 111 11 2 113 114 115 116 117 118 119
120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136
137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153
154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170
171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187
188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204
205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221
Fig. 1.51. a) FE influence function for the shear force qh
x at node 99; b) FE mesh
and deflection at node 65, E = 3.0 E7 kN/m2, ν = 0.16, thickness d = 0.20 m,
element size = 0.5 m × 0.5 m
In 2-D and 3-D problems the displacement field cannot be split into a homogeneous
and a particular displacement field, so this technique is not applicable
to such problems.
Note that in the FE model of the beam we must distinguish between the
shear force V h on the left-hand side (V h
l ) and on the right-hand side (V h
r )
of the center node. Gh3
is the influence function for V h
r . This explains the
asymmetry of Gh3
(see Fig. 1.50 b).
Shear force in a slab
The influence function Gh3
,x for the shear force qx at node 99 of the slab in
Fig. 1.51 was calculated with conforming Kirchhoff elements by applying a
unit dislocation at that node. The deflection at node 65 was −0.041618 m,
which is exactly the value of qh
x at node 99 if a unit force P = 1 is placed at
node 65.
1.19 Influence functions 77
and d), and Green’s function for σxx, c) and b). The scalar product of the nodal
vectors a) fi (gravity load) and b) uGi
(Green’s function) gives the stress σh
xx of the
FE solution or—alternatively—of the nodal vectors c) fG
i (Green’s function) and
d) ui (gravity load)
Nodal influence functions
Nodal influence functions is short for nodal form of influence functions and
by this we mean that in FE analysis the evaluation of the two equivalent
influence functions
uh(x) =
_ l
0
Gh0
(y, x) p(y) dy =
_ l
0
uh(y) δ0(y − x) dy (1.245)
can be done by summing over the nodes. This is a key point of the FE method.
We have
Fig. 1.52. Nodal forces and nodal displacements of two load cases: gravity load, a)
78 1 What are finite elements?
uh(x) =
_ l
0
Gh0
(y, x) p(y) dy =
_ l
0
_
i
ϕi(y) uGi
(x) p(y) dy =
_
i
uGi
(x) fi
= uT
G f = uT
GKu = uT
GKT u = fT
G u =
_
i
fG
i (x) ui
=
_
i
ϕi(x) ui =
_ l
0
_
i
ui ϕi(y) δ(y − x) dy =
_ l
0
uh(y) δ0(y − x) dy .
(1.246)
So the displacement uh(x) is the scalar product between the nodal displacements
of the Green’s function and the equivalent nodal forces of the load
case p or—vice versa—between the nodal displacements of the FE solution
uh and the nodal forces fG
i of the Green’s function
uh(x) =
⎧⎪⎪⎪⎨
⎪⎪⎪⎩
_
i
ϕi(x) ui =
_ l
0
uh(y) δ0(y − x) dy = fT
G u
_ l
0
Gh0
(y, x) p(y) dy = uT
G f .
(1.247)
So when we evaluate uh(x) or σh(x) then we apply the corresponding Dirac
delta to each shape function ϕi and multiply the result (= fG
i ) with the weight
ui of the shape function. That is the equivalent nodal forces fG
i of the Green’s
functions are simply the displacements or stresses, etc., of the shape functions
at the point x. This is clearly seen in the middle of the long chain of equations
(1.246) because the identity
_
i
fG
i (x) ui =
_
i
ϕi(x) ui ⇒ fG
i (x) = ϕi(x) (1.248)
just means that.
For example the stress σh
xx(x) of the plate in Fig. 1.52 is equal to the
work done by the equivalent nodal forces fi on acting through the nodal
displacements uGi
of the Green’s function (a and b in Fig. 1.52)
σh
xx(x) =
_
Ω
Gh1
(y, x) • p(y) dΩy =
_
i
uGi
• fi
≡ b × a . (1.249)
Because of Betti’s theorem (K = KT) this result is equivalent to
σh
xx(x) =
_
i
f G
i
•ui =
_
j
σxx(ϕj)(x) uj ≡ c × d . (1.250)
The first sum extends over all nodes i = 1, 2, . . . N of the structure while the
second sum extends over all degrees of freedom j = 1, 2, . . . 2×N of the nodes.
This result means that in FE methods we calculate stresses as in finite
difference methods, see Sect. 7.6 p. 533.
1.19 Influence functions 79
The inverse of K
The entries in the inverse K
−1 of the stiffness matrix of a structure are the coefficients
gij of the projections (= FE approximations) of the n nodal Green’s
functions G0[xi], i = 1, 2, . . . n onto Vh:
Gh0
(xi, y) =
_n
j=1
gij ϕj(y) K(−1) = [gij ] . (1.251)
That is to each node i belongs a Green’s function G0(xi, y) (= influence
function for the displacement ui = u(xi) at xi) and the entries gij in row i
of K
−1 describe the expansion of the FE Green’s function in terms of the
ϕj . In 1-D problems the gij would be just the nodal values of the Green’s
function G0(xi, y) that is gij = G0(xi, yj ), j = 1, 2, . . . n, where y1, y2, . . . are
the coordinates of the nodes.
Equation (1.251) is easily verified if the analytic result
ui = uh(xi) =
_
Ω
Gh0
(xi, y) p(y) dΩy =
_
j
_
Ω
gij ϕj(y) p(y) dΩy
=
_
j
gij fj (1.252)
is compared with the computer output
ui =
_
j
k(−1)
ij fj (1.253)
and if the n unit vectors, f = ej are substituted consecutively for f. This
establishes k(−1)
ij = gij .
Linear algebra provides the same result: let u and ˆu any two vectors; then
ˆu
T Ku = uK ˆu which implies that if Ku = f, ˆuT f = uK ˆu. Next let gi
be the solution of Kgi = ei; then it follows that ui = gTi
f. If this is compared
with (1.252), it follows that the coefficients gij are the solutions of Kgi = ei,
which is equivalent to saying that K(−1) = [gij ].
Commercial codes
Commercial codes normally provide no routines for to calculate influence functions
but a diligent user can circumvent this problem. The issue is to determine
the equivalent nodal forces fi which will produce the influence function.
Let us assume that the influence function for the shear stress σxy at the
center of a bilinear element which is part of a larger structure is to be calculated.
The analysis is done on a single bilinear element which has the same shape
and size as the original element. In this case the element has eight degrees of
80 1 What are finite elements?
Fig. 1.53. Influence functions in a plate for a) the horizontal displacement ux,
b) xx
freedom. In the first load case we let u1 = 1 and all other ui = 0. The shear
stress σxy at the center of the element in this load case is the equivalent nodal
force f1, etc. So by solving eight different load cases u = ei, i = 1, 2, . . . 8, we
can calculate the eight stresses σxy(ϕi)(x) = fi which—as equivalent nodal
forces fi—produce the FE influence function for σh
yx(x).
Because the equivalent nodal forces depend only on the element which
contains the point x the formulas in Sect. 4.8 p. 357 would have provided
the stresses more easily but if the elements which are implemented are of an
unknown type or if the elements are curved or not affine to the master element
then this technique can help.
The influence functions for nodal stresses, which are usually average values
σh
xy = σ(1)
xy + σ(2)
xy + σ(3)
xy + σ(4)
xy
4
(1.254)
are obtained in the same way: it is only that the 8 × 4 nodal forces—for each
of the four element stresses σ(i)
xy at the node—must be applied simultaneously
and must be weighted with 1/4.
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