Difference between revisions of "Laplace Transform to ODEs"

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In [[mathematics]], the [[Laplace transform]] is a powerful [[integral transform]] used to switch a function from the [[time domain]] to the [[Laplace transform#s-domain equivalent circuits and impedances|s-domain]]. The Laplace transform can be used in some cases to solve [[linear differential equation]]s with given [[Initial value problem|initial conditions]].
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The Laplace transform is a powerful integral transform used to switch a function from the time domain to the s-domain. The Laplace transform can be used in some cases to solve linear differential equations with given initial conditions.
  
 
First consider the following property of the Laplace transform:
 
First consider the following property of the Laplace transform:
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:<math>\mathcal{L}\{f''\}=s^2\mathcal{L}\{f\}-sf(0)-f'(0)</math>
 
:<math>\mathcal{L}\{f''\}=s^2\mathcal{L}\{f\}-sf(0)-f'(0)</math>
  
One can prove by [[Mathematical induction|induction]] that
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One can prove by induction that
  
 
:<math>\mathcal{L}\{f^{(n)}\}=s^n\mathcal{L}\{f\}-\sum_{i=1}^{n}s^{n-i}f^{(i-1)}(0)</math>
 
:<math>\mathcal{L}\{f^{(n)}\}=s^n\mathcal{L}\{f\}-\sum_{i=1}^{n}s^{n-i}f^{(i-1)}(0)</math>
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:<math>f^{(i)}(0)=c_i</math>
 
:<math>f^{(i)}(0)=c_i</math>
  
Using the [[linearity]] of the Laplace transform it is equivalent to rewrite the equation as
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Using the linearity of the Laplace transform it is equivalent to rewrite the equation as
  
 
:<math>\sum_{i=0}^{n}a_i\mathcal{L}\{f^{(i)}(t)\}=\mathcal{L}\{\phi(t)\}</math>
 
:<math>\sum_{i=0}^{n}a_i\mathcal{L}\{f^{(i)}(t)\}=\mathcal{L}\{\phi(t)\}</math>
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:<math>\mathcal{L}\{f(t)\}=\frac{\mathcal{L}\{\phi(t)\}+\sum_{i=1}^{n}\sum_{j=1}^{i}a_is^{i-j}c_{j-1}}{\sum_{i=0}^{n}a_is^i}</math>
 
:<math>\mathcal{L}\{f(t)\}=\frac{\mathcal{L}\{\phi(t)\}+\sum_{i=1}^{n}\sum_{j=1}^{i}a_is^{i-j}c_{j-1}}{\sum_{i=0}^{n}a_is^i}</math>
  
The solution for ''f''(''t'') is obtained by applying the [[inverse Laplace transform]] to <math>\mathcal{L}\{f(t)\}.</math>
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The solution for ''f''(''t'') is obtained by applying the inverse Laplace transform to <math>\mathcal{L}\{f(t)\}.</math>
  
 
Note that if the initial conditions are all zero, i.e.
 
Note that if the initial conditions are all zero, i.e.
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:<math>f(t)=\frac{1}{8}\sin(2t)-\frac{t}{4}\cos(2t)</math>
 
:<math>f(t)=\frac{1}{8}\sin(2t)-\frac{t}{4}\cos(2t)</math>
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== Laplace Transform to Systems of ODEs ==
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View an example from [https://tutorial.math.lamar.edu/classes/de/SystemsLaplace.aspx Laplace Transforms, Paul's Online Notes]
  
 
==Licensing==
 
==Licensing==
 
Content obtained and/or adapted from:
 
Content obtained and/or adapted from:
 
* [https://en.wikipedia.org/wiki/Laplace_transform_applied_to_differential_equations Laplace transform applied to ODEs, Wikipedia] under a CC BY-SA license
 
* [https://en.wikipedia.org/wiki/Laplace_transform_applied_to_differential_equations Laplace transform applied to ODEs, Wikipedia] under a CC BY-SA license

Latest revision as of 12:25, 27 November 2021

The Laplace transform is a powerful integral transform used to switch a function from the time domain to the s-domain. The Laplace transform can be used in some cases to solve linear differential equations with given initial conditions.

First consider the following property of the Laplace transform:

One can prove by induction that

Now we consider the following differential equation:

with given initial conditions

Using the linearity of the Laplace transform it is equivalent to rewrite the equation as

obtaining

Solving the equation for and substituting with one obtains

The solution for f(t) is obtained by applying the inverse Laplace transform to

Note that if the initial conditions are all zero, i.e.

then the formula simplifies to

An example

We want to solve


with initial conditions f(0) = 0 and f′(0)=0.

We note that

and we get

The equation is then equivalent to

We deduce

Now we apply the Laplace inverse transform to get

Laplace Transform to Systems of ODEs

View an example from Laplace Transforms, Paul's Online Notes

Licensing

Content obtained and/or adapted from: