MATLAB Project Assembling the Global Stiffness Matrix
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Transcript of MATLAB Project Assembling the Global Stiffness Matrix
CE 890 Introduction to Matlab
Matlab Project
Assembly of Global Stiffness Matrix
Submitted to Professor Dr. Phanikumar S. Mantha Civil & Environmental Engineering
Submitted By Aqeel Ahmed 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. (Element Stiffness Matrix). To formulate the 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)
% This Function claculates the element stiffness matrix for springs with spring stiffness as k. It returns 2x2 stiffness matirx
Element Number Node i Node j
1 1 2
2 2 3
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); end Stiffness 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 nodes neq = numnodes connection = [1:numel; 2:numel+1]' % Take care of any number of elements % Location of nodes L = 1 x = [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 elements b1 = [1 2] b2 = [2 3] b3 = [3 4] b4 = [4 5] % Assigning the connectivity to cell b = {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 end end 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 = 3 nnodes = 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 end end 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.