This page covers two areas related to Fourier Series. First, we present an introduction to Fourier Series, then we discuss how to solve differential equations using Fourier Series. If you are just learning about Fourier Series, you can go through the introduction and practice problems and skip the section related to solving differential equations.
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What is a Fourier Series?
The main idea of Fourier Series is that we want to build an infinite series, using the basic trig functions sine and cosine, that is equivalent to a more complicated function. The series can then be manipulated more easily than the original function.
Here is a great video to get you started. He explains why we need to build these functions, goes through an example and then explains the big picture.
The solution to the practice problem at the very end of this video can be found in his free workbook found here.
video by Dr Chris Tisdell |
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How to Calculate Fourier Series
As you saw in that video, there are some basic equations required to calculate the Fourier Series. To build a Fourier Series for a function \(f(t)\) with period \(2L\), it is required that \(f(t)\) and it's derivative \(f'(t)\) be piecewise continuous on the interval \([-L,L]\).
Fourier Series Equations | |||
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Fourier Series |
\(\displaystyle{ f(t) = a_0 + \sum_{n=1}^{\infty}{ \left[ a_n \cos \frac{n \pi t}{L} + b_n \sin \frac{n \pi t}{L} \right] } }\) | ||
constants | |||
\(\displaystyle{ a_0 = \frac{1}{2L} \int_{-L}^{L}{f(t)~dt} }\) | |||
\(\displaystyle{ a_n = \frac{1}{L} \int_{-L}^{L}{f(t)\cos \frac{n\pi t}{L} ~dt} }\) | |||
\(\displaystyle{ b_n = \frac{1}{L} \int_{-L}^{L}{f(t)\sin \frac{n\pi t}{L} ~dt} }\) |
Knowing if the original \(f(t)\) is either even or odd can help us a lot when finding the Fourier Series. Of course, we do not require that \(f(t)\) be even or odd, but you remember from precalculus that cosine is an even function and sine is odd. So, for even functions \(b_n=0\) and for odd functions \(a_n=0\).
Practice
Unless otherwise instructed, find the Fourier Series for these functions.
\(\displaystyle{ f(t) = \left\{\begin{array}{rr} -1 & -\pi < t < 0 \\ 0 & t = 0, \pm \pi \\ 1 & 0 < t < \pi \end{array} \right. }\)
\( f(t) = f(t+2\pi)\) for all \(t\)
Problem Statement
Find the Fourier Series for \(\displaystyle{ f(t) = \left\{\begin{array}{rr} -1 & -\pi < t < 0 \\ 0 & t = 0, \pm \pi \\ 1 & 0 < t < \pi \end{array} \right. }\)
\( f(t) = f(t+2\pi)\) for all \(t\)
Solution
video by Dr Chris Tisdell |
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\(\displaystyle{f(x) = \left\{\begin{array}{rr} 0 & -1 \leq x \leq 0 \\ 1 & 0 < x < 1 \end{array} \right. }\)
with period \(2\)
Problem Statement
Find the Fourier Series for \(\displaystyle{f(x) = \left\{\begin{array}{rr} 0 & -1 \leq x \leq 0 \\ 1 & 0 < x < 1 \end{array} \right. }\)
with period \(2\)
Solution
video by PatrickJMT |
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\(\displaystyle{ f(x) = \left\{\begin{array}{rr} -3 & -1 < x < 0 \\ 3 & 0 < x < 1 \end{array} \right. }\)
\( f(x) = f(x+2) \)
Problem Statement
Find the Fourier Series for \(\displaystyle{ f(x) = \left\{\begin{array}{rr} -3 & -1 < x < 0 \\ 3 & 0 < x < 1 \end{array} \right. }\) where \( f(x) = f(x+2) \)
Solution
video by Dr Chris Tisdell |
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Solving Differential Equations
These videos show how to use Fourier Series to solve differential equations.
video by MIT OCW |
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video by MIT OCW |
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video by MIT OCW |
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Practice
Unless otherwise instructed, solve these differential equations using Fourier Series.
Solve \( y'' + 3y' + 3y = f(x) \) for the square wave of period 2: \(\displaystyle{f(x) = \left\{\begin{array}{rr} 1 & 0 \lt x \lt 1 \\ -1 & -1 \lt x \lt 0 \end{array} \right. }\)
Problem Statement
Solve \( y'' + 3y' + 3y = f(x) \) for the square wave of period 2: \(\displaystyle{f(x) = \left\{\begin{array}{rr} 1 & 0 \lt x \lt 1 \\ -1 & -1 \lt x \lt 0 \end{array} \right. }\)
Solution
video by Professor Macauley |
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Solve \( y'' + \omega^2y = f(x) \), \( \omega \neq n \pi \) for the square wave of period 2: \(\displaystyle{f(x) = \left\{\begin{array}{rr} 1 & 0 \lt x \lt 1 \\ -1 & -1 \lt x \lt 0 \end{array} \right. }\)
Problem Statement
Solve \( y'' + \omega^2y = f(x) \), \( \omega \neq n \pi \) for the square wave of period 2: \(\displaystyle{f(x) = \left\{\begin{array}{rr} 1 & 0 \lt x \lt 1 \\ -1 & -1 \lt x \lt 0 \end{array} \right. }\)
Solution
video by Professor Macauley |
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Really UNDERSTAND Differential Equations
precalculus - even and odd functions |
external links you may find helpful |
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