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NEURAL MODELING FOR DIESEL ENGINE CONTROL
Xavier DOVIFAAZ,* Mustapha OULADSINE,**
Ahmed RACHID,*** Gérard BLOCH****
* Centre de Recherche en Automatique de Nancy (CRAN),
ESSTIN, 2 rue Jean Lamour, 54000 Vandoeuvre, France.
xavier.dovifaaz@esstin.uhpenancy.fr
** LSIS, IUSPIM, Domaine Universitaire St Jérôme,
A v. de l’Escadrille Normandie-Niemen, 13013 Marseille,
France.
*** Centre de Rob otique, d’Electrotechnique et
d’Automatique,
7 rue du Moulin Neuf, 80000 Amiens, France.
**** Centre de Recherche en Automatique de Nancy
(CRAN),
ESSTIN, 2 rue Jean Lamour, 54000 Vandoeuvre, France.
This paper presents a neural model of a Diesel engine and its use for control. It describes the method used to design the neural model, from the physical equations that concern the engine. This model is then used in a specialized training scheme to control the engine. A trajectory tracking of the engine speed with and without pollution constraints is simulated.
Keywords: neural-network models, neural control, Diesel engines, automotive control, automotive emissions
Session slot T-We-M05: Control of Automotive Powertrains/Area code 8b : Automotive Control
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