matlab project assembling the global stiffness matrix
TRANSCRIPT
CE 890Introduction to Matlab
Matlab Project
Assembly of Global Stiffness Matrix
Submitted toProfessor Dr. Phanikumar S.
Submitted ByAqeel Ahmed
ManthaCivil & Environmental Engineering
PID 36846644
Introduction
In finite element method (& structural analysis approach), a structure
is modeled as an assembly of elements or components with various
forms of connection between them. A continuous discrete system is
modeled with a finite number of elements interconnected at finite
number of nodes. The behaviour of individual elements is
characterised by the element's stiffness or flexibility relation, which
altogether leads to the system's stiffness or flexibility relation. To
establish the element's stiffness or flexibility relation, further leading to
the global stiffness/flexibility matrix, MATLAB programming can be
effectively used.
In this project paper, stiffness matrix has been obtained using different
approaches for spring elements and then extended to bar and beam
elements. A general code has also been included that is capable of
reading from any text file the connectivity matrix and compute the
global stiffness matrix. Also, the knowledge of cells in Matlab has been
included in the codes which necessarily eased the work. All codes have
been developed for a defined problem in hand and results compared to
solutions for verification.
Assembling the Global Stiffness Matrix for Spring Elements
To develop the stiffness matrix, we take an example of two springs
connected together and a force P equal to 15 kN is applied to it. The
spring constants are k1 = 100 kN and k2 = 200 kN. The layout is as
follows:
Figure 1: Spring System for Two Elements
Solution
1. Approach to Solution
a. Step 1 . It involves discretization of the problem. The
domain consists of two springs/elements and connected at
nodes.
b. Step 2 . Elements need to have connectivity as follows:
c. Step 3
stiffness
matrix for
each
spring, we
have the stiffness’s of each spring. ( k1 = 100 kN, k2 =
200 kN). Calling the function SpringElementStiffness will
give us the 2x2 stiffness matrix for each spring. The details
are:
MATLAB Code
function y = SpringElementStiffness(k)
Element
Number
Node i Node j
1 1 2
2 2 3
% This Function claculates the element stiffness matrix for springs with spring stiffness as k. It returns 2x2 stiffness matirx
y = [k -k; -k k];
MATLAB Output
>> k1 = SpringElementStiffness(100)
k1 = 100 -100
-100 100
>> k2 = SpringElementStiffness(200)
k2 = 200 -200
-200 200
d. Step 4 (Assembling the Global Stiffness Matrix for the
System). The system has three nodes; therefore the global
stiffness matrix will be 3x3 matrix. To obtain the K matrix,
first we setup the zero matrix of size 3x3 and then call the
Matlab function “SpringAssemble” to obtain the matrix.
The details are:
MATLAB Code
function y = SpringAssemble(K,k,i,j)
% This function will assemble the element stiffness matrix k at node i(left node) and j (right hand node) into global stiffness matrix K
K(i,i)=K(i,i)+k(1,1);K(i,j)=K(i,j)+k(1,2);K(j,i)=K(j,i)+k(2,1);K(j,j)=K(j,j)+k(2,2);
y = K;
MATLAB Output
>> K = zeros(3,3)
K =
0 0 0
0 0 0
0 0 0
>> K = SpringAssemble(K,k1,1,2)
K =
100 -100 0
-100 100 0
0 0 0
>> K = SpringAssemble(K,k2,2,3)
K =
100 -100 0
-100 300 -200
0 -200 200
The same approach is tested for a six spring system having different
connectivity of nodes. The details are:
Figure 2: Six-element Spring System
Solution
1. Step 1. The domain consists of six elements and five nodes.
The connectivity will be:
Element Number Node i Node j
1 1 3
2 3 4
3 3 5
4 3 5
5 3 4
6 4 2
2. Step 2. Each element has 2x2 stiffness matrix and since
there are five nodes, therefore, K (global) size will be 5x5. Each
element stiffness matrix will be obtained by plugging in the ‘k’ (spring
constant in kN) of respective spring. The out put is as follows:
>> k1= SpringElementStiffness(100)
k1 =
100 -100
-100 100
>> k2= SpringElementStiffness(200)
k2 =
200 -200
-200 200
>> k3= SpringElementStiffness(300)
k3 =
300 -300
-300 300
>> k4= SpringElementStiffness(400)
k4 =
400 -400
-400 400
>> k5= SpringElementStiffness(500)
k5 =
500 -500
-500 500
>> k6 = SpringElementStiffness(600)
k6 =
600 -600
-600 600
>> K = zeros(5,5)
K =
0 0 0 0 0
0 0 0 0 0
0 0 0 0 0
0 0 0 0 0
0 0 0 0 0
>> K = SpringAssemble(K,k1,1,3)
K =
100 0 -100 0 0
0 0 0 0 0
-100 0 100 0 0
0 0 0 0 0
0 0 0 0 0
>> K = SpringAssemble(K,k2,3,4)
K =
100 0 -100 0 0
0 0 0 0 0
-100 0 300 -200 0
0 0 -200 200 0
0 0 0 0 0
>> K = SpringAssemble(K,k3,3,5)
K =
100 0 -100 0 0
0 0 0 0 0
-100 0 600 -200 -300
0 0 -200 200 0
0 0 -300 0 300
>> K = SpringAssemble(K,k4,3,5)
K =
100 0 -100 0 0
0 0 0 0 0
-100 0 1000 -200 -700
0 0 -200 200 0
0 0 -700 0 700
>> K = SpringAssemble(K,k5,3,4)
K =
100 0 -100 0 0
0 0 0 0 0
-100 0 1500 -700 -700
0 0 -700 700 0
0 0 -700 0 700
>> K = SpringAssemble(K,k6,4,2)
K =
100 0 -100 0 0
0 600 0 -600 0
-100 0 1500 -700 -700
0 -600 -700 1300 0
0 0 -700 0 700
Stiffness Matrix for Bar Element
Dealing with bar elements involves 2 degree of freedom (dof) per node
(similar to springs). The problem in hand is to obtain the global
stiffness matrix of 4 bars connected with node connectivity as shown:
Figure 3: Bar Elements with Node Numbering
Solution
Approach - 1
The connectivity will be read through a text file and used in the main
program to obtain the global stiffness matrix. For the problem EA/L is
assumed to be constant. The connectivity is read from the text file
(Node1.txt) and can be varied for any number of elements. The code is
as follows:
MATLAB Code
clc, clear all elcon = load('Node1.txt') % To read the file regarding the connectivity of the elements [row, col] = size(elcon) % Arranging the data in matrix form % Creating the Stiffness Matrix of Zeros Stiffness = zeros(row + 1) % The size of K(global) is one plus the number of elements %**********************************************% Defining the Element Stiffness matrix% ********************************************* a = [1 -1; -1 1] % Assuming EA/L is constant % *********************************************% Assembly of Stiffness Matrix%**********************************************
for i=1:row m = elcon(i,2); n = elcon(i,3); Stiffness(m,m) = Stiffness(m,m) + a(1,1); Stiffness(m,n) = Stiffness(m,n) + a(1,2); Stiffness(n,m) = Stiffness(n,m) + a(2,1); Stiffness(n,n) = Stiffness(n,n) + a(2,2);endStiffness
MATLAB Output
elcon =
1 1 2
2 2 3
3 3 4
4 4 5
row =
4
col =
3
Stiffness =
0 0 0 0 0
0 0 0 0 0
0 0 0 0 0
0 0 0 0 0
0 0 0 0 0
a =
1 -1
-1 1
Stiffness =
1 -1 0 0 0
-1 2 -1 0 0
0 -1 2 -1 0
0 0 -1 2 -1
0 0 0 -1 1
Approach – 2
The same problem has been addressed by writing the code in a very
generalized form. This code requires the input of number of elements
and length (L) and computes the global stiffness matrix.
MATLAB Code
clc,clear all %**********************************************% Input Data%********************************************** numel = 4 % The number of elements numnodes = numel + 1 % Total number of nodesneq = numnodes connection = [1:numel; 2:numel+1]' % Take care of any number of elements % Location of nodesL = 1x = [0:numel]'/numel*L K = zeros(neq,neq) % The Assembly of the Global Stiffness Matrix for nel = 1:numel n1 = connection(nel,1); n2 = connection(nel,2); x1 = x(n1); x2 = x(n2); ke = [1 -1;-1 1]; % Assembly of element matrix into Global K Matrix K([n1,n2],[n1,n2])=K([n1,n2],[n1,n2])+ke;end K
MATLAB Output
numel =
4
numnodes =
5
neq =
5
connection =
1 2
2 3
3 4
4 5
L =
1
x =
0
0.2500
0.5000
0.7500
1.0000
K =
1 -1 0 0 0
-1 2 -1 0 0
0 -1 2 -1 0
0 0 -1 2 -1
0 0 0 -1 1
Approach 3
Another approach to obtain the stiffness matrix is using the cell array.
The same has been done using following MATLAB Code
MATLAB Code
clc, clear all a = [1 -1;-1 1] % Input the connectivity of the nodes of elementsb1 = [1 2]b2 = [2 3]b3 = [3 4]b4 = [4 5] % Assigning the connectivity to cellb = {b1,b2,b3,b4} K = zeros(5,5) for i = 1:4 for m = 1:2 for n = 1:2 K(b{i}(1,m),b{i}(1,n))=K(b{i}(1,m),b{i}(1,n)) + a(m,n) end endend K
Stiffness Matrix for Beams
The methodology can be developed for the beam elements using 2
degree of freedom per node. The element stiffness matrix will become
4x4 and accordingly the global stiffness matrix dimensions will change.
Consider a beam discretized into 3 elements (4 nodes per element) as
shown below:
1 2 3 4
1
2
3
4
5
6
7
8
1 2 3 4
1
2
3
4
5
6
7
8
Figure 4: Beam dicretized (4 nodes)
The global stiffness matrix will be 8x8. The MATLAB code to assemble
it using arbitrary element stiffness matrix (4x4) is as follows:
MATLAB Code
clc, clear all numel = 3nnodes = numel+1 dof = {[1 2 3 4],[3 4 5 6],[5 6 7 8]} K = zeros(nnodes*2) k = {rand(4), rand(4), rand(4)} % Assembling the Global Stiffness Matrix for i = 1:numel for m = 1:4 for n = 1:4 K(dof{i}(1,m),dof{i}(1,n))= K(dof{i}(1,m),dof{i}(1,n))+k{i}(m,n) end endend K
Conclusion
The global stiffness matrix can be assembled using different
techniques as described above. The approach to address the problem
has been improved as understanding of the MATLAB functions and
code writing improved. These can be easily extended to account for
the matrix multiplication to get nodal degree of freedom and nodal
forces/reactions as required.