Colpitts¶
Systems / ODEs / Physical systems
The Colpitts LC oscillator driven into chaos — a real electronic circuit model.
Definition¶
\[
\begin{aligned}
\dot{x} &= \frac{a \left(1 - \operatorname{sign}{\left(- e + z + 1 \right)}\right) \left(- e + z + 1\right)}{2} + y \\
\dot{y} &= - b y + c - x - z \\
\dot{z} &= - d z + y
\end{aligned}
\]
Parameters¶
| Symbol | Default | Role |
|---|---|---|
a |
30 |
loop-gain / nonlinearity strength of the transistor term |
b |
0.8 |
damping (loss) coefficient on the voltage y |
c |
20 |
bias / supply drive term |
d |
0.08 |
inductor-branch loss coefficient on z |
e |
10 |
transistor turn-on (pinch-off) threshold |
State variables: x, y, z
Properties¶
Lyapunov spectrum
TODO — lyapunov_spectrum failed: AttributeError
Kaplan–Yorke dimension
TODO — requires a numeric Lyapunov spectrum
Divergence ∇·f
$\nabla\!\cdot f = - b - d$
constant
constant
Equilibria
1 equilibria
0 stable · 1 unstable
0 stable · 1 unstable
Use it in TSDynamics¶
import tsdynamics as ts
system = ts.systems.Colpitts()
traj = system.run(final_time=100.0, dt=0.01)
ts.plot(traj)
spectrum = ts.analysis.lyapunov_spectrum(system)
ts.analysis.kaplan_yorke_dimension(spectrum)
Reference¶
Kennedy (1994), IEEE Trans. Circuits Syst. I 41, 771-774
doi:10.1109/81.331536