Oregonator¶
Systems / ODEs / Chemical & biological systems
The Field–Körös–Noyes model of the Belousov–Zhabotinsky reaction — chemical relaxation oscillations.
Definition¶
\[
\begin{aligned}
\dot{x} &= - x + y \\
\dot{y} &= \frac{q z - y z + y \left(1 - y\right)}{\epsilon} \\
\dot{z} &= \frac{f x - q z - y z}{\mu}
\end{aligned}
\]
Parameters¶
| Symbol | Default | Role |
|---|---|---|
q |
0.0002 |
scaled rate-constant ratio of the bromide-consuming steps |
f |
1 |
stoichiometric factor for catalyst regeneration (bifurcation parameter) |
mu |
1e-06 |
timescale-separation parameter (stiffness) |
epsilon |
0.01 |
timescale-separation parameter (stiffness) |
State variables: x, y, z
Properties¶
Lyapunov spectrum
TODO — lyapunov_spectrum failed: AttributeError
Kaplan–Yorke dimension
TODO — requires a numeric Lyapunov spectrum
Divergence ∇·f
$\nabla\!\cdot f = -1 - \frac{q}{\mu} - \frac{y}{\mu} - \frac{2 y}{\epsilon} - \frac{z}{\epsilon} + \frac{1}{\epsilon}$
state-dependent
state-dependent
Equilibria
3 equilibria
0 stable · 3 unstable
0 stable · 3 unstable
Use it in TSDynamics¶
import tsdynamics as ts
system = ts.systems.Oregonator()
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¶
Field & Noyes (1974), J. Chem. Phys. 60, 1877-1884
doi:10.1063/1.1681288