Title :
Engine control-oriented fuzzy modeling
Author :
Bortolet, Pascal ; Boverie, Serge ; Titli, André
Author_Institution :
Lab. d´´Autom. et d´´Anal. des Syst., CNRS, Toulouse, France
Abstract :
This paper exposes a fuzzy model identification method, applied to an engine process. A model structure is defined and an original method is used to specify its different components. This method is tested on a simulated engine process in order to prove the algorithm efficiency and before applying it to a real engine. The results are fuzzy Sugeno´s rulebase, with local linear models as conclusion of each rule. Local linear controllers can then be selected with the same fuzzy rule base as for the model
Keywords :
fuzzy control; fuzzy set theory; identification; internal combustion engines; algorithm efficiency; engine control-oriented fuzzy modeling; fuzzy Sugeno´s rulebase; fuzzy model identification method; fuzzy rule base; local linear models; spark ignition engine; Automotive engineering; Engine cylinders; Fuels; Fuzzy control; Manifolds; Power engineering and energy; Power system modeling; Sparks; Testing; Torque;
Conference_Titel :
Fuzzy Systems, 1997., Proceedings of the Sixth IEEE International Conference on
Conference_Location :
Barcelona
Print_ISBN :
0-7803-3796-4
DOI :
10.1109/FUZZY.1997.616403