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Publicaciones

Stochastic MPC with applications to process control

Autores

JURADO FLORES, ISABEL, MILLÁN GATA, PABLO, Quevedo, D. , Rubio, F. R.

Publicación externa

No

Medio

Int. J. Control

Alcance

Article

Naturaleza

Científica

Cuartil JCR

Cuartil SJR

Impacto JCR

1.654

Impacto SJR

1.206

Fecha de publicacion

03/12/2014

ISI

000350449200010

Scopus Id

2-s2.0-84924491477

Abstract

This paper presents a model predictive control formulation for Networked Control Systems subject to independent and identically distributed delays and packet dropouts. The design takes into account the presence of a communication network in the control loop, resorting to a buffer at the actuator side to store and consistently apply delayed control sequences when fresh control inputs are not available. The proposed approach uses a statistical description of transmissions to optimise the expected future control performance conditioned upon the current system state, previously calculated control packets and transmission acknowledgements. Experimental studies using a quadruple tank process illustrate the applicability of the method to process control.

Palabras clave

packet dropouts; packetised model predictive control; networked control systems; time-delays

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