DocumentCode :
2888634
Title :
Non-Linear Analysis and Time Series Prediction of an Electrical Analogue of the Mechanical Double Pendulum
Author :
Hanias, M.P. ; Karras, D.A. ; Mobarak, M.
Author_Institution :
Autom. Dept Psachna, Chalkis Inst. of Technol., Evoia, Greece
fYear :
2009
fDate :
18-20 June 2009
Firstpage :
1
Lastpage :
5
Abstract :
In this paper the analogy between a mechanical double pendulum and an oscillating electrical system is presented. Instead of using analytic equations, we used the MultiSim circuit simulation environment in order to reproduce and interpret the response of the electrical oscillator. The electrical double pendulum presents a chaotic regime which is studied quantitatively by means of state space reconstruction. For this purpose the optimal delay time is calculated and the minimum embedding dimension is found with the method of False Nearest Neighbors. Using the reconstructed attractor and averaging over all neighbors´ projections £-steps into the future, multistep ahead prediction achieved.
Keywords :
pendulums; prediction theory; time series; MultiSim circuit simulation; electrical analogue; electrical double pendulum; electrical oscillator; false nearest neighbors; mechanical double pendulum; multistep ahead prediction; nonlinear analysis; optimal delay time; oscillating electrical system; reconstructed attractor; state space reconstruction; time series prediction; Capacitors; Chaos; Circuit simulation; Coils; Coupling circuits; Gravity; Inductance; Inductors; Time series analysis; Voltage;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems, Signals and Image Processing, 2009. IWSSIP 2009. 16th International Conference on
Conference_Location :
Chalkida
Print_ISBN :
978-1-4244-4530-1
Electronic_ISBN :
978-1-4244-4530-1
Type :
conf
DOI :
10.1109/IWSSIP.2009.5367787
Filename :
5367787
Link To Document :
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