Determine unit normal (eigenvalue, eigenvector)

Click For Summary
SUMMARY

The discussion focuses on determining the unit normal (eigenvector) associated with the principal stress O2=5 MPa from the stress matrix O defined as O = (6 1 -2; 1 2 2; -2 2 5). The principal stresses derived from the eigenvalues are O1=4-sqrt(13), O2=5, and O3=4+sqrt(13). The solution for the unit normal N2 is confirmed to be N2=1/3*sqrt(3)*(ex+ey+ez), which can be obtained by solving the matrix equation (A-λI)x=0 using the eigenvalue λ corresponding to O2.

PREREQUISITES
  • Understanding of stress matrices and their representation in mechanics.
  • Knowledge of eigenvalues and eigenvectors in linear algebra.
  • Familiarity with matrix operations, specifically matrix subtraction and multiplication.
  • Ability to solve systems of linear equations derived from matrices.
NEXT STEPS
  • Study the process of calculating eigenvalues and eigenvectors for symmetric matrices.
  • Learn about the physical significance of principal stresses in material science.
  • Explore the application of the stress matrix in finite element analysis (FEA).
  • Review the method of Lagrange multipliers for constrained optimization problems in mechanics.
USEFUL FOR

Students and professionals in engineering, particularly those specializing in materials science, structural analysis, and mechanical engineering, will benefit from this discussion.

TimmvK
Messages
2
Reaction score
0

Homework Statement


For a material the stress is defined by the means of the stress matrix O

O = (6 1 -2
1 2 2
-2 2 5) Expressed in MPA

It can be derived that the principe stress are: O1= 4-sqrt(13), O2= 5 and O3=4+sqrt(13)

I know you can derive the principal stresses when you have determined the eigenvalues.

Determine the unit normal N2 (eigenvector) defining the plane on which the principal stress O2= 5 [mPA] is acting.

Homework Equations


O.Ni (inproduct)=Oi*Ni for i=1,2,3

I know the answer is N2= 1/3*sqrt(3)*(ex+ey+ez) But how do I get to this answer? I have no idea. Would be great if someone could help me.




The Attempt at a Solution

 
Physics news on Phys.org
Let A be a matrix and x its eigenvector with eigenvalue λ. Then you have Ax = λx. Rearranging a bit, you get (A-λI)x = 0.

So calculate the matrix A-λI for your system using the appropriate eigenvalue λ and write down the system of equations it corresponds to. The solution to those equations will give you an eigenvector.
 

Similar threads

Replies
4
Views
2K
Replies
5
Views
2K
  • · Replies 2 ·
Replies
2
Views
3K
Replies
1
Views
4K
  • · Replies 12 ·
Replies
12
Views
3K
  • · Replies 1 ·
Replies
1
Views
2K
Replies
4
Views
2K
  • · Replies 4 ·
Replies
4
Views
5K
  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 4 ·
Replies
4
Views
2K