Transforms and its Applications: UNIT 4: Fourier Transform

Simple applications to solve partial differential equations using Fourier transform

Fourier Transform: Example Important Solved Problems with formula, steps, derivation, answer and Exercise Problems based on Applications using Fourier Transform.

Applications using Fourier Transform


APPLICATIONS:

Simple applications to solve partial differential equations using Fourier transform :

 

Problem 1:

Solve the one‒dimensional wave equation


Subject to the initial conditions

y (x, 0) = 0, ∂u/∂x(x, 0) = e−x2

Step 1: Fourier transform with respect to x

Define the Fourier transform


Step 2. Solution of the transformed ODE


Step 3: Apply initial conditions


Step 4: Transformed solution


Step 5. Inverse Fourier Transform (Detailed steps)

The transformed solution is


Step 5(a): Write the inverse Fourier transform


Step 5(b) Express the sine function in exponential form


Step 5(c) Substitute and split the integral


Step 5(d): Use the standard Fourier integral result

The known identity is


Step 5(e): Apply the identity :

Let

b = x + ct and b = x ‒ ct


Step 5(f): Combine the integrals


 

Problem 2:

We solve the diffusion (heat) equation


Subject to the initial condition

 u(x, 0) = δ(x)

where δ(x) is the Dirac delta function.

Solution:

Step 1: Take Fourier transform with respect to x


Step 2: Solve the transformed ODE

This is a first‒order linear ODE :


Step 3: Apply the initial condition :

Taking Fourier transform of the initial condition:

 u(x, 0) = δ(x)

Using the property

F [δ(x)] = 1

we get

Step 4: Inverse Fourier Transform :


 

Problem 3:

Solve the equation ∂u/∂t = ∂2u/∂x2, x > 0, t> 0

subject to the conditions

(i) u = 0, when x = 0, t> 0

(ii) u = , when t = 0

and (iii) u (x, t) is bounded.

Solution:

Since (u)x=0 is given, taking Fourier sine transform of both sides of the given equation, we have


Now, when t= 0, Fourier sine transform of u (x, t)... (1)


Applying the inverse Fourier sine transform, we have


which is required solution.

 

Problem 4:

Solve the following heat equation


Solution:

Here the problem is given in 0 < x < ∞. Hence Fourier transform can not be applied. Also the application of Fourier cosine transform requires a derivative value. So let us apply Fourier sine transform on both sides.


d/dt Fs(s, t) = c2 [‒s2 FS (s, t) + su(0, t)]

 Fs' (s, t) = ‒c2s2Fs (s, t)         ['.' u (0,t) = 0]

  Fs' (s, t) + c2s2FS(s, t) = 0

which is a linear equation

The solution is

        ……….(2)

Taking Fourier sine transform of the boundary condition we obtain,

Fs [u (x, 0)] = Fs f(x)]


which is the required solution.

 

Problem 5:

Solve the wave equation  subject to the initial conditions y(x, 0) = f(x), ‒∞<x< ∞, ∂y/∂t (x, 0) = g(x) and the boundary conditions y (x, t) → 0, as x → ± ∞.

Solution:

Taking Fourier transforms of the equation with respect to x, we get,


Taking Fourier transforms of the initial conditions, we have


 

Problem 6:

Solve the Laplace equation  = 0, y ≥ 0 subject to the boundary conditions u (x, 0) = f(x), ‒∞<x<∞ and u (x, y)→ 0 as y→ ∞.

Solution:

Fourier transforms of the Laplace equation with respect to x, we get


 

Problem 7:

Solve the one‒dimensional heat flow equation ∂u/∂t = a2 ∂2u/∂x2 for a rod with insulated sides extending from ‒∞ to ∞ and with initial temperature distribution given by u(x, 0) = f(x)

Solution:

Assume that u (x, t) → 0 as x → ± ∞

Taking Fourier transforms of the given equation with respect to x, we get


Taking Fourier inverse transforms of (4) by using convolution theorem and using (5)

we get


 

EXERCISES

 

1. Solve the equation ∂u/∂t = a2 ∂2u/∂x2 , −∞ < x < ∞ using transform method, given that u(x,0) =  and u (x, t) → 0 as x → ± ∞.

2. Solve the equations ∂2y/∂t2 = c2 ∂2y/∂x2, satisfying the initial conditions y (x, 0) = f(x). ∂u/∂t (x, 0) = 0 and the boundary conditions y(0,t) = 0, y (x, t) → 0 as x → ∞. Use transform method.

3. Solve the Laplace equation ∂2u/∂x2 + ∂2u/∂y2 = 0; x≥0, using transform method, given that u(0,y) = f(y), −∞ < y < ∞ and u(x, y) → 0 as x → ∞.

4. Solve the equation ∂u/∂t = a2 ∂2u/∂x2, x≥0, using transform method, given that u (0,t) = f(t), t ≥ 0, u (x, t) → 0 as x → 0 and u (x, 0) = 0

5. Using transform method, solve the equation ∂u/∂x = a2 ∂2u/∂x2, x ≥ 0, subject to the boundary conditions ∂u/∂x (0,t) = f(t), t≥ 0 and u (x, t) → 0 as x → ∞ and the initial condition u (x, 0) = 0



Transforms and its Applications: UNIT 4: Fourier Transform : Tag: Engineering mathematics, Maths : - Simple applications to solve partial differential equations using Fourier transform


Transforms and its Applications: UNIT 4: Fourier Transform



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