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Control predictivo basado en datos

Authors: Manzano Crespo, José María; Limón Marruedo, Daniel; Alamo, Teodoro; Calliess, Jan Peter; López García, Hilario (Coordinador);

Control predictivo basado en datos

Abstract

Este artículo presenta el diseño estabilizante de un controlador predictivo a partir únicamente de datos de entrada-salida de un sistema a controlar. El modelo que incluye este controlador es una función no lineal estimada usando una técnica de aprendizaje automático no paramétrica conocida como Kinky inference. Como primeras pruebas en esta nueva línea de investigación, se diseñan y se prueban controladores en un reactor continuamente agitado, considerando las cuestiones necesarias para una correcta implementación práctica.

MINECO (España) DPI2013-48243- C2-2-R

FEDER/UE DPI2016-76493-C3-1-R

Country
Spain
Keywords

Sistemas no lineales con restricciones, Control predictivo, Control basado en datos, Aprendizaje automático

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Green