Laplace transforms and resonance

In summary: L}^{-1}\left[f(t)\right]\end{aligned}[/itex]In summary, the student is trying to solve a problem on a Maple worksheet that they are stuck on. They say that they have taken the Laplace transform of both sides of the equation, solved for Z(s), and then converted it to Heaviside form, but that Maple cannot compute the inverse transformation. They ask for a few pointers on how to proceed and are given a summary of the content of the conversation.
  • #1
joriarty
62
0

Homework Statement



[PLAIN]http://img231.imageshack.us/img231/3904/q2a.png

The Attempt at a Solution



Below is a screenshot of my Maple worksheet. I am currently stuck on part (a). I have taken the Laplace transform of both sides of the equation, solved for Z(s), then converted it Heaviside form, yet Maple cannot compute the inverse transformation! So, I've done something wrong, but I cannot figure out what! Could I have a few pointers please? (bear in mind this is coursework, so it's really only appropriate that you guide me in the right direction rather than explicitly giving any steps towards the solution)

Note that there's something funny with the rendering of the sum notation. In the middle of the "∑" you'll see a "K" - this should be above the ∑ symbol because the sum is from k = 0..K.

Thanks!

[PLAIN]http://img3.imageshack.us/img3/9652/q2b.png
 
Last edited by a moderator:
Physics news on Phys.org
  • #2
I can't help you with your problem, but I am chortling with joy because I have finally seen someone else (besides me and Graham/Knuth/Patashnik) use the beautiful Euler math fonts in public.
 
  • #3
I haven't used Maple in a long time, so I can't tell you why it is writing the [itex]K[/itex] inline with the summation symbol. But it looks as though the reason it isn't computing the inverse Laplace transform is because you haven't told it to assume anything about [itex]d[/itex] and [itex]v[/itex]. I'd assume that both are positive constants.

You really shouldn't need to use Maple for this though, since the Laplace transform (and its inverse) are linear, you should know that if [tex]Z(s)=\sum_{k} G_k(s)[/itex], then [tex]z(t)=\sum_{k} g_k(t)[/itex]. As long as you know how to take the inverse transform of [tex]\frac{e^{-kds/v}}{(s+1)^2}[/tex] , you shouldn't have any trouble finding [itex]z(t)[/itex].
 
  • #4
Thanks for your reply. I'm not sure the inverse laplace transform of [tex]\frac{e^{-kds/v}}{(s+1)^2}[/tex] actually exists. I have told Maple to assume that k > 0 and v > 0, but the result is no different.

In my course notes (which have been prepared as a complete set of notes in lieu of a textbook) we are given a small table of Laplace transformations, which is presumably all we would require for the course. The closest equation in this table is e-cs/s ---> H(t - c)*f(t - c), which doesn't really match at all. This leads me to assume that my lecturer doesn't expect us to have to compute the inverse laplace of such a function, therefore, I am wrong!

However if it does exist - I understand what you are saying. Could I just take the inverse laplace transform of the piecewise function and get another piecewise function back? (rather than converting to Heaviside first) Of course the inverse laplace of 0 is 0 so my result would be a piecewise function of the sum from k = 0 to K of the inverse laplace of [tex]\frac{e^{-kds/v}}{(s+1)^2}[/tex], where kd/v >= 0, and 0 elsewhere (hope that makes sense, I don't really know LaTeX)

I'm thinking I have made a mistake earlier on in my working, but I can't for the life of me figure out what it is. Perhaps I should ask my lecturer, as he wrote the problem. (I come here sometimes to avoid asking too many questions and annoying my lecturers :smile:)
 
  • #5
joriarty said:
Thanks for your reply. I'm not sure the inverse laplace transform of [tex]\frac{e^{-kds/v}}{(s+1)^2}[/tex] actually exists. I have told Maple to assume that k > 0 and v > 0, but the result is no different.

In my course notes (which have been prepared as a complete set of notes in lieu of a textbook) we are given a small table of Laplace transformations, which is presumably all we would require for the course. The closest equation in this table is e-cs/s ---> H(t - c)*f(t - c), which doesn't really match at all. This leads me to assume that my lecturer doesn't expect us to have to compute the inverse laplace of such a function, therefore, I am wrong!

However if it does exist - I understand what you are saying. Could I just take the inverse laplace transform of the piecewise function and get another piecewise function back? (rather than converting to Heaviside first) Of course the inverse laplace of 0 is 0 so my result would be a piecewise function of the sum from k = 0 to K of the inverse laplace of [tex]\frac{e^{-kds/v}}{(s+1)^2}[/tex], where kd/v >= 0, and 0 elsewhere (hope that makes sense, I don't really know LaTeX)

I'm thinking I have made a mistake earlier on in my working, but I can't for the life of me figure out what it is. Perhaps I should ask my lecturer, as he wrote the problem. (I come here sometimes to avoid asking too many questions and annoying my lecturers :smile:)

You should have a table of several rules, like the time-shifting rule:

[tex]\mathcal{L}\left[H(t-c)f(t-c)\right]=e^{-cs}\mathcal{L}\left[f(t)\right][/tex]

or the frequency shift rule:

[tex]\mathcal{L}\left[e^{at}f(t)\right]=F(s-a)[/tex]

Begin by using those. For starters, applying the 2nd rule:

[tex]\begin{aligned}\mathcal{L}^{-1}\left[\frac{e^{-kds/v}}{(s+1)^2}\right] &= e^{-t}\mathcal{L}^{-1}\left[\frac{e^{-kd(s-1)/v}}{s^2}\right] \\ &= e^{\frac{kd}{v}-t}\mathcal{L}^{-1}\left[\frac{e^{-kds/v}}{s^2}\right]\end{aligned}[/tex]

Now apply the 1st rule (I assume you know what the inverse tranform of [itex]1/s^2[/itex] is?)...
 
  • #6
Thanks for your help - I think I have it now. Perhaps the recent seismic activity jolted by brain a bit! Does this make sense to you?

[PLAIN]http://img844.imageshack.us/img844/3443/eq3.png

And the amplitude dies away nicely as well, more quickly at higher velocities as expected (if multiple plots are drawn).

[PLAIN]http://img228.imageshack.us/img228/865/screenshot20100906at121.png

Interesting that Maple couldn't solve this yet a few manipulations by hand could. Just goes to show that computers can't do everything!
 
Last edited by a moderator:
  • #7
Taking the laplace transform of your equation results in:
[tex]
s^{2}\mathcal{L}(z)+2s\mathcal{L}(z)+\mathcal{L}(z)=\sum_{n=0}^{K}e^{-\frac{nsd}{v}}
[/tex]
The RHS can be summed using a geometric progression formula, from there it is a matter of doing a little algebra and using information about the laplace transform. I would advise you to do this using a pen and a piece of paper...
 
  • #8
I will even give you a hint on the geometric series, the common factor is:
[tex]
e^{-\frac{sd}{v}}
[/tex]
 
  • #9
Hunt_mat, thanks for your reply but I'm not sure exactly what you are trying to say, I'm working on taking an inverse laplace transform. Are you saying my original Laplace transformation done in Maple is wrong?

Turns out though that WolframAlpha can compute this inverse laplace where Maple can't. Of course I'm not going to just accept this answer, I still need to work this through myself and actually understand what's going on. http://www.wolframalpha.com/input/?i=inverse+Laplace+transform+(exp(-k*d*s/v))/(s+1)^2". One problem. Our solutions are identical except where WolframAlpha has (t-dk/v) and I just have t, and I can't see where this has happened!

Edit: I see where I went wrong. My application of the shift theorem (what you called the time shifting rule) was wrong. Looks like I've finally got this bit sorted!
 
Last edited by a moderator:

What is a Laplace transform?

A Laplace transform is a mathematical tool that allows us to convert a function of time, usually denoted as f(t), into a function of complex frequency, denoted as F(s). It is often used in engineering and physics to solve differential equations and analyze systems in the frequency domain.

How is a Laplace transform calculated?

To calculate a Laplace transform, we use the integral formula: F(s) = ∫0 f(t)e-stdt, where s is the complex frequency. This integral can be solved using various techniques such as partial fraction decomposition, integration by parts, and the Laplace transform table.

What is resonance?

Resonance is a phenomenon that occurs when a system is driven by an external force at its natural frequency. This results in a large amplitude response and can lead to instability in the system. In the context of Laplace transforms, resonance is seen as a pole in the transfer function.

How can Laplace transforms be used to analyze resonance?

Laplace transforms can be used to analyze resonance by converting the differential equations governing the system into the frequency domain. This allows us to easily identify the natural frequency and determine the system's response to different frequencies. Resonance can also be seen as a peak in the frequency response plot of the system.

What are some real-world applications of Laplace transforms and resonance?

Laplace transforms and resonance have various applications in engineering, physics, and signal processing. Some examples include analyzing electrical circuits, designing filters, studying mechanical vibrations, and understanding the behavior of control systems. They are also used in image and sound processing, as well as in the study of biological systems such as the dynamics of neurons.

Similar threads

  • Calculus and Beyond Homework Help
Replies
13
Views
3K
  • Calculus and Beyond Homework Help
Replies
4
Views
1K
  • Calculus and Beyond Homework Help
Replies
2
Views
5K
  • Calculus and Beyond Homework Help
Replies
3
Views
2K
  • Calculus and Beyond Homework Help
Replies
1
Views
1K
Replies
4
Views
2K
  • Calculus and Beyond Homework Help
2
Replies
41
Views
4K
  • Calculus and Beyond Homework Help
Replies
2
Views
1K
  • Calculus and Beyond Homework Help
Replies
2
Views
12K
  • Calculus and Beyond Homework Help
Replies
2
Views
3K
Back
Top