Heat Transfer Research
Publication de 18 numéros par an
ISSN Imprimer: 1064-2285
ISSN En ligne: 2162-6561
IF:
1.7
5-Year IF:
1.4
Immediacy Index:
0.6
Eigenfactor:
0.00072
JCI:
0.43
SJR:
0.318
SNIP:
0.568
CiteScore™::
3.5
H-Index:
28
Indexed in
Predictive Control Based on the Third-Order Laguerre-Volterra Model: Application to Regulate a Humidifying Process
Volume 37,
Numéro 7, 2006,
pp. 619-649
DOI: 10.1615/HeatTransRes.v37.i7.40
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.
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