Kuramoto

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The Kuramoto Model

Transcript of Kuramoto

Page 1: Kuramoto

The Kuramoto Model

Billy Okal

April 12, 2012

Page 2: Kuramoto

Introduction The Model Demonstration

Outline

1 IntroductionOscillatorsSynchronization

2 The Model

3 Demonstration

Billy Okal

The Kuramoto Model

Page 3: Kuramoto

Introduction The Model Demonstration

Oscillators

Oscillators

Oscillation is a repetitive variation of some measure from acentral value (equilibrium). Can also occur between two ofmore states

Most common example is mass attached to a linear springwhen no other forces are allowed to act on it. Equilibrium iswhen the spring does not move.

In real life there are external dissipative processes like frictionand resistance which convert some of the energy stored inoscillators into heat and sound. The leads to damping.

Damped systems can be excited by injecting energy from thesurrounding environment.

Billy Okal

The Kuramoto Model

Page 4: Kuramoto

Introduction The Model Demonstration

Synchronization

Synchronization of oscillators

Sometimes oscillators get coupled, meaning certain variablesin one system influences other variables in other systems.

Common example is that of two pendulum clocks of identicalfrequency mounted on a common surface

The influence of the coupling might be global or not.

Billy Okal

The Kuramoto Model

Page 5: Kuramoto

Introduction The Model Demonstration

Formal Definition

The Kuramoto model makes a number of assumptions, namely;

All oscillators in the system are Globally Coupled.

Oscillators are identical, except for possibly different naturalfrequencies

The phase response curve depends on the phase between twooscillators

The phase response curve is of a sinusoidal form.

Billy Okal

The Kuramoto Model

Page 6: Kuramoto

Introduction The Model Demonstration

Formal Definition

Definition (Kuramoto Model)

The Kuramoto model considers s system of globally coupledoscillators governed by the equation.

dθidt

= ωi +K

NΣNj=1sin(θj − θi ) (1)

where is the phase, ω is the natural frequency, N is the number ofoscillators and K is the coupling constant1

1http:

//www.johnwordsworth.com/tutorials/Kuramoto/index.php?s=4&p=0

Billy Okal

The Kuramoto Model

Page 7: Kuramoto

Introduction The Model Demonstration

Demo

Video and Live Demo

Billy Okal

The Kuramoto Model