update on today's lectures
This commit is contained in:
@@ -2651,9 +2651,17 @@ Let us remind of this and recast it in terms of the mathematical operation of co
|
||||
!split
|
||||
===== Convolution Examples: Principle of Superposition and Periodic Forces (Fourier Transforms) =====
|
||||
|
||||
For problems with so-called harmonic oscillations, given by for example the following differential equation
|
||||
!bt
|
||||
\[
|
||||
m\frac{d^2x(t)}(dt^2}+\eta\frac{dx}{dt}+x(t)=F(t),
|
||||
\]
|
||||
!et
|
||||
where $F(t)$ is an applied external force acting on the system (often called a driving force), one can use the theory of Fourier transformations to find the solutions of this type of equations.
|
||||
|
||||
If one has several driving forces, $F(t)=\sum_n F_n(t)$, one can find
|
||||
the particular solution to each $F_n$, $x_{pn}(t)$, and the particular
|
||||
solution for the entire driving force is
|
||||
solution for the entire driving force is then given by a series like
|
||||
|
||||
!bt
|
||||
\begin{equation}
|
||||
@@ -2661,13 +2669,16 @@ x_p(t)=\sum_nx_{pn}(t).
|
||||
\end{equation}
|
||||
!et
|
||||
|
||||
This is known as the principal of superposition. It only applies when
|
||||
!split
|
||||
===== Principle of Superposition =====
|
||||
|
||||
This is known as the principle of superposition. It only applies when
|
||||
the homogenous equation is linear. If there were an anharmonic term
|
||||
such as $x^3$ in the homogenous equation, then when one summed various
|
||||
solutions, $x=(\sum_n x_n)^2$, one would get cross
|
||||
terms. Superposition is especially useful when $F(t)$ can be written
|
||||
as a sum of sinusoidal terms, because the solutions for each
|
||||
sinusoidal (sine or cosine) term is analytic, as we saw above.
|
||||
sinusoidal (sine or cosine) term is analytic.
|
||||
|
||||
Driving forces are often periodic, even when they are not
|
||||
sinusoidal. Periodicity implies that for some time $\tau$
|
||||
@@ -2683,6 +2694,9 @@ components in electric circuits are non-linear, e.g. diodes, which
|
||||
makes many wave forms non-sinusoidal even when the circuits are being
|
||||
driven by purely sinusoidal sources.
|
||||
|
||||
!split
|
||||
===== Simple Code Example =====
|
||||
|
||||
The code here shows a typical example of such a square wave generated using the functionality included in the _scipy_ Python package. We have used a period of $\tau=0.2$.
|
||||
|
||||
!bc pycod
|
||||
@@ -2718,6 +2732,9 @@ F(t)=\frac{f_0}{2}+\sum_{n>0} f_n\cos(2n\pi t/\tau)+g_n\sin(2n\pi t/\tau).
|
||||
\end{equation}
|
||||
!et
|
||||
|
||||
!split
|
||||
===== Wrapping up Fourier transforms =====
|
||||
|
||||
We can write down the answer for
|
||||
$x_{pn}(t)$, by substituting $f_n/m$ or $g_n/m$ for $F_0/m$. By
|
||||
writing each factor $2n\pi t/\tau$ as $n\omega t$, with $\omega\equiv
|
||||
@@ -2745,11 +2762,14 @@ x_p(t)&=&\frac{f_0}{2k}+\sum_{n>0} \alpha_n\cos(n\omega t-\delta_n)+\beta_n\sin(
|
||||
\end{eqnarray}
|
||||
!et
|
||||
|
||||
!split
|
||||
===== Finding the Coefficients =====
|
||||
|
||||
Because the forces have been applied for a long time, any non-zero
|
||||
damping eliminates the homogenous parts of the solution, so one need
|
||||
only consider the particular solution for each $n$.
|
||||
|
||||
The problem will considered solved if one can find expressions for the
|
||||
The problem is considered solved if one can find expressions for the
|
||||
coefficients $f_n$ and $g_n$, even though the solutions are expressed
|
||||
as an infinite sum. The coefficients can be extracted from the
|
||||
function $F(t)$ by
|
||||
|
||||
Reference in New Issue
Block a user