A tricky inverse Laplace transform

In summary, the conversation discusses the process of inverting a function from Laplace transform space to normal space. The function in question is a complex exponential function with positive constants. Various methods are attempted, such as using Mathematica and finding residues, but the solution is ultimately found by rearranging the function and using the inverse Laplace transform property.
  • #1
Hoplite
51
0

Homework Statement


I want to invert a function from Laplace transform space to normal space.

Homework Equations


In Laplace transform space, the function takes the form $$ \bar f (s) = \frac{\exp\left[ x (-a +\sqrt{a^2+ b +c s} )\right]}{-a +\sqrt{a^2+ b +c s}}.
$$
Here, ##s## is the Laplace transform space parameter ##(t\rightarrow s)##, and ##a##, ##b##, ##c##, and ##x## are all positive constants.

The Attempt at a Solution


Naturally, my first method for inverting a Laplace transform space function is to ask Mathematica, but it can't solve this one. My second method is to break the function into to pieces and use the inverse Laplace transform property:
$$ \bar h (s) \bar g(s) \mapsto \int_0^t h(\tau ) g(t-\tau ) d\tau .
$$
However, while Mathematica can find the Laplace Transform of the numerator by itself
$$ \exp\left[ x (-a +\sqrt{a^2+ b +c s} )\right] \mapsto \frac{x e^{-\frac{t \left(a^2+b\right)}{c}+a x-\frac{c x^2}{4 t}}}{2 \sqrt{\pi } c \sqrt{\frac{t^3}{c^3}}} ,
$$
the other part of the function, it can't do:
$$ \frac{1}{-a +\sqrt{a^2+ b +c s}} \mapsto ?? .$$
(It does give an inverse Laplace transform for this function, but only for the case where ##a<0##, and I need ##a>0##.)

I also tried to solve this by finding the residues. I figure there's only one poll (at ##s =-b/c##). And Mathematica gives the residue of
$$ \frac{\exp[s t]}{-a +\sqrt{a^2+ b +c s}} $$
at ##s=-b/c## as ##0##. Could there by any other poles for this function?

I also tried calculating the residue myself by taking a series expansion of
$$
\frac{\exp[s t](s+\frac{b}{c})}{-a +\sqrt{a^2+ b +c s}}
$$
around ##s=-b/c##. But there is no constant term in that series, which I understand mean that the residue is indeed zero.

Does anyone have any suggestions for how I could inverse Laplace transform this function?
 
Physics news on Phys.org
  • #2
Hoplite said:

Homework Statement


I want to invert a function from Laplace transform space to normal space.

Homework Equations


In Laplace transform space, the function takes the form $$ \bar f (s) = \frac{\exp\left[ x (-a +\sqrt{a^2+ b +c s} )\right]}{-a +\sqrt{a^2+ b +c s}}.
$$
Here, ##s## is the Laplace transform space parameter ##(t\rightarrow s)##, and ##a##, ##b##, ##c##, and ##x## are all positive constants.

The Attempt at a Solution


Naturally, my first method for inverting a Laplace transform space function is to ask Mathematica, but it can't solve this one. My second method is to break the function into to pieces and use the inverse Laplace transform property:
$$ \bar h (s) \bar g(s) \mapsto \int_0^t h(\tau ) g(t-\tau ) d\tau .
$$
However, while Mathematica can find the Laplace Transform of the numerator by itself
$$ \exp\left[ x (-a +\sqrt{a^2+ b +c s} )\right] \mapsto \frac{x e^{-\frac{t \left(a^2+b\right)}{c}+a x-\frac{c x^2}{4 t}}}{2 \sqrt{\pi } c \sqrt{\frac{t^3}{c^3}}} ,
$$
the other part of the function, it can't do:
$$ \frac{1}{-a +\sqrt{a^2+ b +c s}} \mapsto ?? .$$
(It does give an inverse Laplace transform for this function, but only for the case where ##a<0##, and I need ##a>0##.)

I also tried to solve this by finding the residues. I figure there's only one poll (at ##s =-b/c##). And Mathematica gives the residue of
$$ \frac{\exp[s t]}{-a +\sqrt{a^2+ b +c s}} $$
at ##s=-b/c## as ##0##. Could there by any other poles for this function?

I also tried calculating the residue myself by taking a series expansion of
$$
\frac{\exp[s t](s+\frac{b}{c})}{-a +\sqrt{a^2+ b +c s}}
$$
around ##s=-b/c##. But there is no constant term in that series, which I understand mean that the residue is indeed zero.

Does anyone have any suggestions for how I could inverse Laplace transform this function?

You can write
$$\frac{1}{-a +\sqrt{a^2+ b +c s}}$$
as
$$ \frac{C}{-A+\sqrt{B+s}},$$
and Maple gets its inverse transform as
$$C \left[ A e^{(A^2-B)t} \text{erfc}(-A\sqrt{t}) +\frac{1}{\sqrt{\pi t}} e^{-Bt} \right] .$$
Here, ##\text{erfc}(u)## is the complementary error function, defined as
$$\text{erfc}(u) = 1 - \text{erf}(u) \equiv 1-\frac{2}{\sqrt{\pi}} \int_0^u e^{-t^2} \, dt . $$
 
  • #3
Hi Ray. Thanks for your response. However, if I rearrange the function as you've suggested, and then ask Mathematica to find the inverse Laplace transform, it also gives the function you've written there, but only as a conditional expression for the case where ##A<0##. The problem is that my ##a>0## and therefore my ##A>0##.

(I checked, and that function does not work as an inverse Laplace transform for ##A>##. I guess it's to be expected that their inverse transforms will be different for positive or negative ##A## since their polls will be in different places.)
 
Last edited:
  • #4
Hoplite said:
Hi Ray. Thanks for your response. However, if I rearrange the function as you've suggested, and then ask Mathematica to find the inverse Laplace transform, it also gives the function you've written there, but only as a conditional expression for the case where ##A<0##. The problem is that my ##a>0## and therefore my ##A>0##.

(I checked, and that function does not work as an inverse Laplace transform for ##A>##. I guess it's to be expected that their inverse transforms will be different for positive or negative ##A## since their polls will be in different places.)

Maple imposes no such conditions. In fact, when I asked Maple to find the inverse laplace transform I told it to assume A>0 and B>0.

However, we can check that when we perform the integration ##\int_0^{\infty} e^{-st} f(t) \, dt## we get back the original ##F(s)## only if we assume ##B+s > A^2## (assuming ##s > 0##). Either sign for ##A## is OK if that restriction holds, so the easiest restriction is ##B \geq A^2##.
 
  • #5
I tried that, and it gives a function that can only be rearranged into the function I'm looking for if ##A<0##.

However, this did lead me to find a solution. First rearrange into
$$ \frac{1}{-A+\sqrt{B+s}} = \sum_{n=0}^\infty \frac{A^n}{(B+s)^{(n+1)/2 }}.$$
Then take the inverse Laplace transform of every component of the sum. Summing these components gives
$$ e^{-B t} \left(A e^{A^2 t} \left(\text{erf}\left(A \sqrt{t}\right)+1\right)+\frac{1}{\sqrt{\pi } \sqrt{t}}\right) ,$$
which Laplace transforms into the original function.

Thanks for your help, Ray.
 
  • #6
Hoplite said:
I tried that, and it gives a function that can only be rearranged into the function I'm looking for if ##A<0##.

However, this did lead me to find a solution. First rearrange into
$$ \frac{1}{-A+\sqrt{B+s}} = \sum_{n=0}^\infty \frac{A^n}{(B+s)^{(n+1)/2 }}.$$
Then take the inverse Laplace transform of every component of the sum. Summing these components gives
$$ e^{-B t} \left(A e^{A^2 t} \left(\text{erf}\left(A \sqrt{t}\right)+1\right)+\frac{1}{\sqrt{\pi } \sqrt{t}}\right) ,$$
which Laplace transforms into the original function.

Thanks for your help, Ray.
I find it mysterious that you seem to need a restriction on the sign of ##A##. Assuming ##B+s > A^2## I get
$$\int_0^{\infty} e^{-st} \left[ A e^{(A^2-B)t} \text{erfc}(-A\sqrt{t}) +\frac{1}{\sqrt{\pi t}} e^{-Bt} \right] \, dt \\
= \frac{\sqrt{B+s}+A}{B+s-A^2} = \frac{1}{-A + \sqrt{B+s}}, $$
with no need to assume anything about the sign of ##A##.
 
Last edited:
  • #7
I think the difference relates to the process of rearranging the function. If we first make the substitution
$$ A=\pm \alpha, \qquad \alpha > 0.$$
Then the left-hand-side becomes
$$ \frac{\sqrt{B+s}\pm \alpha}{B+s-\alpha^2} =\frac{\sqrt{B+s}\pm \alpha}{(\sqrt{B+s}+ \alpha)(\sqrt{B+s}- \alpha)} .$$
This therefore gives
$$ \frac{1}{\sqrt{B+s}\mp \alpha} .$$
So what it rearranges to depends on the sign of ##A##.
 
  • #8
You have ##A = \pm\, \alpha##, so your answer is
$$ \frac{1}{\sqrt{B+s}\, \mp\, \alpha} = \frac{1}{\sqrt{B+s} - A},$$
which is exactly what you want!
 
Last edited:
  • #9
Oh yeah, I didn't look closely enough at that function. That inverse Laplace transform I posted does work too though, which is odd. I guess it's probably just a rearranged form of the other inverse Laplace transform though.
 

1. What is an inverse Laplace transform?

An inverse Laplace transform is a mathematical operation that allows you to find the original function from its Laplace transform. It is useful in solving differential equations and analyzing dynamic systems.

2. Why is the inverse Laplace transform considered tricky?

The inverse Laplace transform can be tricky because it involves complex mathematical calculations and requires a good understanding of the properties and techniques of Laplace transforms. It also requires careful consideration of convergence and stability of the original function.

3. What are some common techniques used in solving a tricky inverse Laplace transform?

Some common techniques used in solving inverse Laplace transforms include using partial fraction decomposition, utilizing tables of Laplace transform pairs, and applying properties such as linearity, time-shifting, and differentiation in the Laplace domain.

4. How is the inverse Laplace transform used in practical applications?

The inverse Laplace transform has various applications in fields such as control systems, signal processing, and electrical engineering. It is used to analyze the behavior of dynamic systems, design control systems, and solve differential equations in engineering and physics problems.

5. Are there any limitations or challenges associated with the inverse Laplace transform?

One limitation of the inverse Laplace transform is that it may not exist for certain functions or may result in complex-valued solutions. Additionally, finding the inverse Laplace transform of a function may not always be straightforward and may require advanced techniques or approximations in some cases.

Similar threads

  • Calculus and Beyond Homework Help
Replies
1
Views
66
  • Calculus and Beyond Homework Help
Replies
10
Views
1K
  • Calculus and Beyond Homework Help
Replies
4
Views
1K
  • Calculus and Beyond Homework Help
Replies
2
Views
161
  • Calculus and Beyond Homework Help
Replies
3
Views
2K
  • Calculus and Beyond Homework Help
Replies
7
Views
790
  • Calculus and Beyond Homework Help
Replies
9
Views
1K
  • Calculus and Beyond Homework Help
Replies
5
Views
360
  • Calculus and Beyond Homework Help
Replies
1
Views
626
  • Calculus and Beyond Homework Help
Replies
8
Views
178
Back
Top