- -

Latent variable based model predictive control: Ensuring validity of predictions

RiuNet: Institutional repository of the Polithecnic University of Valencia

Share/Send to

Cited by

Statistics

Latent variable based model predictive control: Ensuring validity of predictions

Show full item record

Laurí Pla, D.; Sanchís Saez, J.; Martínez Iranzo, MA.; Hilario Caballero, A. (2013). Latent variable based model predictive control: Ensuring validity of predictions. Journal of Process Control. 23(1):12-22. doi:10.1016/j.jprocont.2012.11.001

Por favor, use este identificador para citar o enlazar este ítem: http://hdl.handle.net/10251/38718

Files in this item

Item Metadata

Title: Latent variable based model predictive control: Ensuring validity of predictions
Author:
UPV Unit: Universitat Politècnica de València. Instituto Universitario de Automática e Informática Industrial - Institut Universitari d'Automàtica i Informàtica Industrial
Universitat Politècnica de València. Departamento de Ingeniería de Sistemas y Automática - Departament d'Enginyeria de Sistemes i Automàtica
Issued date:
Abstract:
This paper presents a methodology to constrain the optimisation problem in LV-MPC so that validity of predictions can be ascertained. LV-MPC is a model-based predictive control methodology implemented in the space of the ...[+]
Subjects: Data-driven , Model predictive control , Latent variable , Prediction , Control relevant identification , Validity of predictions
Copyrigths: Reserva de todos los derechos
Source:
Journal of Process Control. (issn: 0959-1524 )
DOI: 10.1016/j.jprocont.2012.11.001
Publisher:
International Federation of Automatic Control (IFAC)
Publisher version: http://dx.doi.org/10.1016/j.jprocont.2012.11.001
Thanks:
The first author is recipient of a fellowship from the Spanish Ministry of Science and Innovation (FPU AP2007-04549). This paper is partially funded by projects DPI2008-02133/DPI, TIN2011-28082 and PROMETEO/2012/028. The ...[+]
Type: Artículo

This item appears in the following Collection(s)

Show full item record