Laplace Transform, what does it mean?

In summary: Good job on the Laplace transform, it looks like you have a good understanding of it. If you have any other questions, feel free to ask.In summary, the conversation was about the Laplace transformation in a Differential Equations course and the confusion surrounding its meaning and application. The transformation is a way of converting a function in the time domain to a function in the frequency domain. It is similar to a trigonometric substitution and can be applied to solve differential equations. The "kernel" used in the transformation can vary, such as the e^-st function, and can also be seen in other transformations like the Fourier transform. The conversation ended with an example of applying the Laplace transformation to solve a DE.
  • #1
QuarkCharmer
1,051
3

Homework Statement



Homework Equations



The Attempt at a Solution



We went over the Laplace transformation today in my DE course. We only covered essentially, "how to do it", so:

[tex]L(f(t)) = \int_{0}^{\infty}f(t)e^{-st}dt[/tex]
(also, how do you make the fancy f and curly brackets in Latex?)

Essentially transforming f as a function of t, into a function of s. My book blows over this topic, and simply focuses on it's applications in solving differential equations. My question is, what the heck are we doing? What does it mean to transform the equation? I'm sort of thinking of it like a trig substitution more or less, transforming to something that is easier to work with and still obeys the basic properties of algebra, then transforming it back. What is s-space? I don't get it at all. The text only says that s-space shares a linear proportionality, whatever that may be. I tried looking online, and checking into another book, but I can't seen to find an answer to this question.

I am starting my homework, and I do have a question on an application problem, which I will post here, as this is "homework help", but I wanted to see if I could figure it out myself provided I can get a better in-depth explanation of what this operation is doing.

Thanks, QC

Edit: I am also given to understand that the e^-st portion of the transformation is the "kernel", would that infer that in other similar transformations, they differ only by the kernel used?
 
Physics news on Phys.org
  • #3
QuarkCharmer said:
Edit: I am also given to understand that the e^-st portion of the transformation is the "kernel", would that infer that in other similar transformations, they differ only by the kernel used?

Yes. Another big example is the Fourier transform http://en.wikipedia.org/wiki/Fourier_transform

But you can put in any type of function as the kernel.
 
  • #4
Thanks micromass, I am watching that now.

I made a typo in my first post. I meant how do you make the script L, not f. The thing that looks like the first character in this image:
Image1265.gif
 
  • #5
That would likely by \mathcal{L}

It gives [itex]\mathcal{L}[/itex].

Be sure to read the entire thread, not only watch the videos. There is some other things you might like (or you might not care about).
 
  • #6
I did read the whole thing. I think the continuous analog of the sum of a power series representation makes more sense to me. I really just wanted a way to think about it, and without going into serious detail (I am positive I will hit this topic again), that explanation will suffice. Thanks, as always.

So, I tried to apply this technique to a simple DE as follows:

[tex]y'' + 4y = 0[/tex]
With initial conditions: y(0)=1 and y'(0)=1

[tex]\mathcal{L} \{ y'' \} + \mathcal{L} \{ 4y \} = \mathcal{L} \{ 0 \}[/tex]
[tex](s^{2}Y - sy(0) - y'(0)) + (4Y) = (0)[/tex]
Where Y is the laplace transform of y, and is a function of s.

So now I can go ahead and apply my initial conditions to simplify a bit:
[tex]s^{2}Y - s - 1 + 4Y = 0[/tex]
[tex]s^{2}Y + 4Y = s + 1[/tex]
[tex]Y(s^{2} + 4) = s + 1[/tex]
[tex]Y = \frac{s+1}{s^{2}+4}[/tex]

Then, expanding a bit so it matches some of the transforms in my table, which is especially clear since I already know in general what the answer will more or less look like by solving the aux. equation.

[tex]Y = \frac{s}{s^{2}+4} + \frac{1}{s^{2}+4}[/tex]

Then, to convert back, such that Y becomes y:
[itex]\frac{s}{s^{2}+4}[/itex] inverse laplaces to [itex]cos(2t)[/itex]

and similarly:
[itex]\frac{1}{s^{2}+4} \frac{2}{2}[/itex] inv. laplaces to [itex]\frac{1}{2}sin(2t)[/itex]
(had to think about that part for a good bit, that's where I was stuck, but multiplying the 2/2 was obvious I can't believe it took so long)

So now:
[tex]y = cos(2t) + \frac{1}{2}sin(2t)[/tex]

Am I doing this properly??
 
  • #7
That looks perfect!
 

FAQ: Laplace Transform, what does it mean?

What is the Laplace Transform?

The Laplace Transform is a mathematical tool used to transform a function from the time domain to the frequency domain. It is named after the French mathematician and astronomer, Pierre-Simon Laplace.

How is the Laplace Transform calculated?

The Laplace Transform is calculated by integrating the function of interest multiplied by the exponential function e-st, where s is a complex variable. The result is a new function in the frequency domain.

What is the significance of the Laplace Transform?

The Laplace Transform is used in many areas of science and engineering to solve differential equations, particularly in control systems and signal processing. It also allows for the analysis of complex systems in the frequency domain, making it a powerful tool in understanding and designing systems.

How is the Laplace Transform related to the Fourier Transform?

The Laplace Transform is a generalization of the Fourier Transform, which is used to convert a function from the time domain to the frequency domain for periodic signals. The Laplace Transform is more versatile as it can be applied to non-periodic signals as well.

Are there any limitations to using the Laplace Transform?

The Laplace Transform may not converge or exist for certain functions, particularly those with rapid changes or discontinuities. It also requires the function to be defined for negative time values. Additionally, the inverse Laplace Transform may be difficult to calculate for certain functions.

Similar threads

Replies
1
Views
668
Replies
2
Views
1K
Replies
4
Views
2K
Replies
1
Views
971
Replies
8
Views
2K
Back
Top