Coupled Oscillations - Solving for Eigenvectors & Solutions

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Discussion Overview

The discussion revolves around solving for eigenvectors and solutions in the context of coupled oscillations involving a double mass system. Participants explore the relationships between individual oscillations and normal modes, as well as the implications of eigenvalues and eigenvectors in determining the motion of the system.

Discussion Character

  • Exploratory
  • Technical explanation
  • Conceptual clarification
  • Debate/contested
  • Mathematical reasoning

Main Points Raised

  • One participant questions why a solution involving the sum of displacements, x_{1}+x_{2}=A_{1}\cos{(\omega t+\phi)}, is presented when it seems that x_1 should be expressed individually as x_1=A_1\cos{(\omega t+\phi)}.
  • Another participant suggests that x_1 + x_2 represents a mode coordinate, indicating a different perspective on the system's motion.
  • There is confusion about the construction of the matrix from x_1 and x_2, with a request for clarification on the concept of mode coordinates.
  • One participant mentions that while the individual solutions are acceptable, using normal modes is conceptually deeper and computationally simpler.
  • Discrepancies in the equations for x_1 and x_2 are noted, with participants expressing uncertainty about where errors may have occurred.
  • Participants discuss the relationship between eigenvalues, eigenvectors, and the superposition of normal modes, with some expressing a desire for clarification on how these concepts apply to systems with more than two masses.
  • There is a suggestion that every matrix has eigenvectors that can be combined to satisfy the equations of motion, leading to a general form for solutions.
  • One participant reflects on their understanding of diagonalization and its application to solving the system of differential equations.

Areas of Agreement / Disagreement

Participants express various viewpoints on the interpretation of solutions and the use of normal modes. There is no consensus on the best approach to relate individual oscillations to the overall motion of the system, and several competing ideas remain unresolved.

Contextual Notes

Participants note limitations in their understanding of mode coordinates and the implications of eigenvalues and eigenvectors. The discussion also highlights the complexity of transitioning from two-mass systems to those with more masses and springs, indicating a need for further exploration of these concepts.

Who May Find This Useful

This discussion may be useful for students and practitioners interested in coupled oscillations, eigenvalue problems, and the mathematical techniques used to analyze complex dynamical systems in physics and engineering.

Oerg
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I have a burning question,

I was trying to find the solutions for a double mass coupled oscillation. So I found out the eigenvectors and then I arrived at this step

\left( \begin{array}{c} \ddot{x_1} \\ \ddot{x_2} \end{array} \right)=\lambda \left( \begin{array}{c} x_1 \\ \ x_2 \end{array} \right)
(the second matrix is without the accents, I think the latex code will take a while to refresh)

ok so my question is, why is one of the solutions displayed as

x_{1}+x_{2}=A_{1}\cos{(\omega t+\phi)}

when from the first equation, it is evident that

\ddot{x_1}=\lambda{x_1}

so

x_1=A_1\cos{(\omega t+\phi)}

I simply don't understand why the above is not acceptable. Also, I am having trouble in relating the addition of the equations (equation 2) to the solution for the eigenvectors. By the way, I also know the solution for the eigenvectors.
 
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Isn't X_1 + X_2 a mode coordinate?

The 2 mode coordinates being the sum and difference of X_1 and X_2. They are ways of looking at the motion of the system as a whole, not X_1 and X_2 individually.
 
thank you for your reply,

isn't the matrix constructed from x_1 and x_2 individually?

I also do not understand what is a mode coordinate, could you explain this to me if this is important?
 
Oerg said:
I was trying to find the solutions for a double mass coupled oscillation.

I simply don't understand why the above is not acceptable.

Hi Oerg! :wink:

It is acceptable, but it's not as simple nor as conceptually deep as using normal modes such as x1 ± x2

From http://en.wikipedia.org/wiki/Coupled_oscillation#Coupled_oscillations
The apparent motions of the individual oscillations typically appears very complicated but a more economic, computationally simpler and conceptually deeper description is given by resolving the motion into normal modes.

See also http://en.wikipedia.org/wiki/Normal_mode :smile:
 
tiny-tim said:
Hi Oerg! :wink:

It is acceptable, but it's not as simple nor as conceptually deep as using normal modes such as x1 ± x2

From http://en.wikipedia.org/wiki/Coupled_oscillation#Coupled_oscillations …See also http://en.wikipedia.org/wiki/Normal_mode :smile:

thanks for your reply too

there was another solution that is

x_{1}+x_{2}=A_{2}\cos{(\omega t+\phi _{1})}

and then with the first equation in the original post, x1 and x2 is then given as

x_1=\frac{1}{2}(A_{1}\cos{(\omega _{0}t-\phi)} +A_{2}\cos{(\sqrt{3}\omega _{0}t-\phi _{1})})

by the way,

\lambda =1

and

\lambda =3

are the eigenvalues for the problem. So there seems to be a discrepancy for the equations for x_1 and x_2.Where have I gone wrong :confused:
 
help I am drowning arghhhhhhh
 
Oerg said:
So there seems to be a discrepancy for the equations for x_1 and x_2.Where have I gone wrong :confused:

i don't follow :confused:

what discrepancy are you referring to?
 
why is the last equation from my last post different from the correct solution to the de?

Also, how do I obtain the correct solutions from the eigenvector
 
I think i understand a little now, the eigenvalues that I found was when all the masses displayed the same frequency of oscillation.

But how do I prove that the equations for the positions of the masses are a superposition of normal modes with the eigenvectors?
 
  • #10
Oerg said:
I think i understand a little now, the eigenvalues that I found was when all the masses displayed the same frequency of oscillation.

But how do I prove that the equations for the positions of the masses are a superposition of normal modes with the eigenvectors?

Hi Oerg! :smile:

Stop using all these technical words

x1 + x2 = A cosBt, x1 - x2 = C cosDt,

obviously x1 = (AcosBt + CcosDt)/2 … that's year-1 arithmetic! :wink:

We solve it that way round because you only have to look at the formula for x1 on its own to see that it's much more difficult to solve than x1 + x2 :smile:

but there's no magic of "superposition" or "normal modes" to understand
 
  • #11
tiny-tim said:
Hi Oerg! :smile:

Stop using all these technical words

x1 + x2 = A cosBt, x1 - x2 = C cosDt,

obviously x1 = (AcosBt + CcosDt)/2 … that's year-1 arithmetic! :wink:

We solve it that way round because you only have to look at the formula for x1 on its own to see that it's much more difficult to solve than x1 + x2 :smile:

but there's no magic of "superposition" or "normal modes" to understand

thanks for your reply

hmm, i know about the equations "x1 + x2 = A cosBt, x1 - x2 = C cosDt" for a two mass system, it is just the addition and subtraction and then the acceleration and the position are common terms.

But what about a system with a higher number of masses and springs? How do i know
x?+x?+x?+..=Acoswt+phi

So I was trying to see how by finding out the eigenvectors for a two mass system for simplicity, that x1+x2=Acoswt+phi. I am still at a loss though.
 
  • #12
Oerg said:
But what about a system with a higher number of masses and springs? How do i know
x?+x?+x?+..=Acoswt+phi

So I was trying to see how by finding out the eigenvectors for a two mass system for simplicity, that x1+x2=Acoswt+phi. I am still at a loss though.

i'm confused :confused: … i think you're answering your own question …

every matrix has eigenvectors, and each eigenvector is a combination of "basis" vectors, and by definition of eigenvector that combination is going to satisfy the shm equation ∑'' = -w2∑, so ∑ = Acoswt+phi :smile:
 
  • #13
so we have a Ax=b and b can be expressed as a linear combination of the eigenvalues multiplied by the respective eigenvectors? This is because eigenvectors are orthogonal. so in this spirit we have the solutions for a 3 mass system as

\left( \begin{array}{cc} \ddot{x_1} \\ \ddot{x_2} \\ \ddot{x_3} \end{array} \right)=\lambda _{1}v_{1}x+\lambda _{2}v_{2}x+\lambda _{3}v_3x

where

x=\left( \begin{array}{cc} x_1 \\ x_2 \\ x_3 \end{array}\right)

is this correct?
 
  • #14
ahh i think i understand now, I read up on a chapter on diagonalization and now I understand how it can be applied to solve the system of differential equations. Thanks for your help tiny tim.
 

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