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The Kuramoto Model

      Billy Okal


    April 12, 2012
Introduction                     The Model   Demonstration




Outline


        1 Introduction
               Oscillators
               Synchronization


        2 The Model


        3 Demonstration




Billy Okal
The Kuramoto Model
Introduction                              The Model                           Demonstration


Oscillators


Oscillators

               Oscillation is a repetitive variation of some measure from a
               central value (equilibrium). Can also occur between two of
               more states
               Most common example is mass attached to a linear spring
               when no other forces are allowed to act on it. Equilibrium is
               when the spring does not move.
               In real life there are external dissipative processes like friction
               and resistance which convert some of the energy stored in
               oscillators into heat and sound. The leads to damping.
               Damped systems can be excited by injecting energy from the
               surrounding environment.

Billy Okal
The Kuramoto Model
Introduction                           The Model                        Demonstration


Synchronization


Synchronization of oscillators



               Sometimes oscillators get coupled, meaning certain variables
               in one system influences other variables in other systems.
               Common example is that of two pendulum clocks of identical
               frequency mounted on a common surface
               The influence of the coupling might be global or not.




Billy Okal
The Kuramoto Model
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 natural
               frequencies
               The phase response curve depends on the phase between two
               oscillators
               The phase response curve is of a sinusoidal form.




Billy Okal
The Kuramoto Model
Introduction                        The Model                       Demonstration




Formal Definition


       Definition (Kuramoto Model)
       The Kuramoto model considers s system of globally coupled
       oscillators governed by the equation.
                         dθi       K
                             = ωi + ΣN sin(θj − θi )                   (1)
                         dt        N j=1
       where is the phase, ω is the natural frequency, N is the number of
       oscillators and K is the coupling constant1


               1
           http:
       //www.johnwordsworth.com/tutorials/Kuramoto/index.php?s=4&p=0
Billy Okal
The Kuramoto Model
Introduction                 The Model   Demonstration




Demo




       Video and Live Demo




Billy Okal
The Kuramoto Model

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Kuramoto

  • 1. The Kuramoto Model Billy Okal April 12, 2012
  • 2. Introduction The Model Demonstration Outline 1 Introduction Oscillators Synchronization 2 The Model 3 Demonstration Billy Okal The Kuramoto Model
  • 3. Introduction The Model Demonstration Oscillators Oscillators Oscillation is a repetitive variation of some measure from a central value (equilibrium). Can also occur between two of more states Most common example is mass attached to a linear spring when no other forces are allowed to act on it. Equilibrium is when the spring does not move. In real life there are external dissipative processes like friction and resistance which convert some of the energy stored in oscillators into heat and sound. The leads to damping. Damped systems can be excited by injecting energy from the surrounding environment. Billy Okal The Kuramoto Model
  • 4. Introduction The Model Demonstration Synchronization Synchronization of oscillators Sometimes oscillators get coupled, meaning certain variables in one system influences other variables in other systems. Common example is that of two pendulum clocks of identical frequency mounted on a common surface The influence of the coupling might be global or not. Billy Okal The Kuramoto Model
  • 5. 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 natural frequencies The phase response curve depends on the phase between two oscillators The phase response curve is of a sinusoidal form. Billy Okal The Kuramoto Model
  • 6. Introduction The Model Demonstration Formal Definition Definition (Kuramoto Model) The Kuramoto model considers s system of globally coupled oscillators governed by the equation. dθi K = ωi + ΣN sin(θj − θi ) (1) dt N j=1 where is the phase, ω is the natural frequency, N is the number of oscillators and K is the coupling constant1 1 http: //www.johnwordsworth.com/tutorials/Kuramoto/index.php?s=4&p=0 Billy Okal The Kuramoto Model
  • 7. Introduction The Model Demonstration Demo Video and Live Demo Billy Okal The Kuramoto Model