Abonnement à la biblothèque: Guest
Portail numérique Bibliothèque numérique eBooks Revues Références et comptes rendus Collections
Heat Transfer Research
Facteur d'impact: 0.404 Facteur d'impact sur 5 ans: 0.8 SJR: 0.264 SNIP: 0.504 CiteScore™: 0.88

ISSN Imprimer: 1064-2285
ISSN En ligne: 2162-6561

Volumes:
Volume 50, 2019 Volume 49, 2018 Volume 48, 2017 Volume 47, 2016 Volume 46, 2015 Volume 45, 2014 Volume 44, 2013 Volume 43, 2012 Volume 42, 2011 Volume 41, 2010 Volume 40, 2009 Volume 39, 2008 Volume 38, 2007 Volume 37, 2006 Volume 36, 2005 Volume 35, 2004 Volume 34, 2003 Volume 33, 2002 Volume 32, 2001 Volume 31, 2000 Volume 30, 1999 Volume 29, 1998 Volume 28, 1997

Heat Transfer Research

DOI: 10.1615/HeatTransRes.v37.i7.40
pages 619-649

Predictive Control Based on the Third-Order Laguerre-Volterra Model: Application to Regulate a Humidifying Process

T. Garna
Unité de Recherche ATSI, Ecole Nationale d'Ingénieurs de Monastir, Rue Ibn EL Jazzar 5019 Monastir, Tunisia
A. Mbarek
Unité de Recherche ATSI, Ecole Nationale d'Ingénieurs de Monastir, Rue Ibn EL Jazzar 5019 Monastir, Tunisia
Hassani Messaoud
Research Unit ATSI, National School of Engineers of Monastir, University of Monastir, Rue Ibn El Jazzar, 5019 Monastir, Tunisia

RÉSUMÉ

This paper proposes a new predictive control algorithm developed on the third-order nonlinear Laguerre−Volterra model which results from the expansion of discrete Volterra kernels on an independent Laguerre basis. The coefficients of such model are obtained by exploiting a new estimation technique of Support Vector Machines (SVM) based on the Statistical Learning Theory (SLT) that yields a unique and optimal solution. The new proposed predictive control algorithm is applied for the regulation of the humidity inside a drying blower.


Articles with similar content:

Predictive Control of a Humidifying Process Modelled on Reproducing Kernel Hilbert Spaces
Heat Transfer Research, Vol.36, 2005, issue 3
El Aissi, Hassani Messaoud
Robust Predictive Control of a Humidifying Process by Using the Kautz Model and LMI Approach
Heat Transfer Research, Vol.35, 2004, issue 3&4
K. Bouzrara, A. Mbarek, Hassani Messaoud, T. Garna
MODEL-BASED DESIGN OPTIMIZATION AND PREDICTIVE CONTROL TO MINIMIZE ENERGY CONSUMPTION OF A BUILDING
ICHMT DIGITAL LIBRARY ONLINE, Vol.0, 2017, issue
Na Yu, Samuel Paolucci
Spherical Interpolation with Using the Atomic Cumulative Bases
Telecommunications and Radio Engineering, Vol.66, 2007, issue 20
Miklhail Alekseevich Basarab
Optimization of Linear Control System under Terminal Constraints
Journal of Automation and Information Sciences, Vol.39, 2007, issue 5
Natalya V. Balashevich