Análisis comparativo entre un controlador difuso, un controlador LQR con filtro de Kalman y un controlador PID para un robot móvil pendular

A mobile pendular robot presents a dynamic similar to an inverted pendulum being an example of a non-linear and unstable system with a clear need of control. Despite several papers have been published dealing with the control issue of this plant from different points of view, these are limited to a...

Full description

Autores:
Chate García, Karen Viviana
Prado Ramírez, Oscar Eduardo
Tipo de recurso:
Trabajo de grado de pregrado
Fecha de publicación:
2016
Institución:
Universidad del Cauca
Repositorio:
Repositorio Unicauca
Idioma:
spa
OAI Identifier:
oai:repositorio.unicauca.edu.co:123456789/1662
Acceso en línea:
http://repositorio.unicauca.edu.co:8080/xmlui/handle/123456789/1662
Palabra clave:
Performance index
Inverted pendulum
Fuzzy controller
Kalman Filter
LQR
PID
Desempeño
Controlador difuso
Controladores lineales
Péndulo invertido
Rights
License
https://creativecommons.org/licenses/by-nc-nd/4.0/
Description
Summary:A mobile pendular robot presents a dynamic similar to an inverted pendulum being an example of a non-linear and unstable system with a clear need of control. Despite several papers have been published dealing with the control issue of this plant from different points of view, these are limited to a visual inspection of the controllers response curves, which does not offer a suitable selection criteria to determine the advantages of one controller over another. This document presents a comparison of a fuzzy PD controller with two linear controllers: a PID and a LQR with Kalman filter applied to a mobile pendular robot, using numeric selection criteria, such as performance indexes.