Non linear predictive neural control system

Details Non linear predictive neural control system Non linear predictive neural control system

G - Physics

05

B

G05B 13/02 (2006.01) G05B 13/04 (2006.01)

Patent

CA 2270168

Non linear predictive neural control system intended to perform control operations in an industrial process of which the behaviour cannot be approximated by means of linear equations, in general any chemical process wherein it is required to control one or a plurality of variables, said system predicting the dynamic behaviour of the process according to a non linear model up to a previously set prediction horizon in order to calculate the control signal in each sampling time through the use in the controller of the partially recurrent neural network.

L'invention concerne un système de contrôle prédictif neuronal non linéaire destiné à effectuer des fonctions de contrôle sur un processus industriel dont le comportement ne peut être évalué au moyen d'équations linéaires, par exemple un processus chimique au cours duquel il faut exercer un contrôle sur une ou plusieurs variables. Ce système effectue la prédiction du comportement dynamique du processus selon un modèle non linéaire jusqu'à atteindre un horizon de prédiction fixé au préalable de manière à calculer le signal de contrôle dans chaque temps d'échantillonnage au moyen du contrôleur d'un réseau neuronal partiellement récurrent.

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