Vector Fitting fractional system identification using particle swarm optimization

2008 ◽  
Vol 206 (2) ◽  
pp. 510-520 ◽  
Author(s):  
R. Mansouri ◽  
M. Bettayeb ◽  
T. Djamah ◽  
S. Djennoune
Keyword(s):  
Particle Swarm Optimization ◽  
System Identification ◽  
Particle Swarm ◽  
Swarm Optimization ◽  
Vector Fitting ◽  
Fractional System

System Identification With Particle Swarm Optimization Method for Nonlinear Dynamic Systems

2020 ◽  
Author(s):  
Manuel A. Fernández ◽  
Jen-Yuan (James) Chang
Keyword(s):  
Particle Swarm Optimization ◽  
System Identification ◽  
Dynamic Systems ◽  
Particle Swarm ◽  
Sequential Estimation ◽  
Optimization Method ◽  
Total Least Squares ◽  
Swarm Optimization ◽  
Identification Techniques ◽  
Motor Model

Abstract This paper presents a comparison between different system identification techniques, namely Least Squared Estimation, Total Least Squares, Linear Sequential Estimation, the Gauss-Newton method, and Particle Swarm Optimization. A DC motor model was simulated in Simulink, with arbitrarily selected parameters, and the input and output values were used to test the effectiveness of these system identification techniques.

Teaching particle swarm optimization through an open-loop system identification project

2011 ◽  
Vol 22 (2) ◽  
pp. 227-237 ◽  
Author(s):  
Paulo Moura Oliveira ◽  
Damir Vrančić ◽  
J. Boaventura Cunha ◽  
E. J. Solteiro Pires
Keyword(s):  
Particle Swarm Optimization ◽  
System Identification ◽  
Particle Swarm ◽  
Open Loop ◽  
Loop System ◽  
Open Loop System ◽  
Swarm Optimization
Sign in / Sign up

Export Citation Format

Share Document