DocumentCode
2067020
Title
Neural modeling and control of a diesel engine with pollution constraints
Author
Dovifaaz, Dovifaaz X. ; Ouladsine, Ouladsine M. ; Rachid, Rachid A. ; Bloch, Bloch G.
Author_Institution
Centre de Recherche en Autom. de Nancy, Vandoeuvre-les-Nancy, France
Volume
3
fYear
2002
fDate
2002
Firstpage
2008
Abstract
This paper describes a neural control scheme applied to a turbocharger diesel engine. It presents the specialized training of a neural controller for trajectory tracking of the engine speed with some pollution constraints. A neural model of the engine is firstly designed, including the engine speed and the exhaust gas opacity estimation (pollution criterion). Some simulation results of the proposed control scheme using the model are then presented.
Keywords
air pollution control; automobiles; internal combustion engines; neurocontrollers; engine speed trajectory tracking; exhaust gas opacity estimation; neural control; neural modeling; pollution constraints; pollution criterion; turbocharger diesel engine; Artificial neural networks; Atmospheric modeling; Automatic control; Combustion; Diesel engines; Large scale integration; Manifolds; Multi-layer neural network; Neural networks; Pollution;
fLanguage
English
Publisher
ieee
Conference_Titel
American Control Conference, 2002. Proceedings of the 2002
ISSN
0743-1619
Print_ISBN
0-7803-7298-0
Type
conf
DOI
10.1109/ACC.2002.1023930
Filename
1023930
Link To Document