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Electronic throttle state estimation and hybrid theory based optimal control

Author(s):

M. Vasak, M. Baotic, I. Petrovic, N. Peric
Conference/Journal:

Ajaccio, France, International Symposium on Industrial Electronics, ISIE 2004
Abstract:

Electronic throttle body (ETB) is a car device that regulates air in ow into the motor's combustion system. Its performance has a major impact on the quality of the overall engine speed control. However, due to the usage of cheap components and some design features the ETB exhibits several nonlinear phenomena. This nonlinear behavior and the fact that there is only one measurement available - low quality measurement of the throttle position - makes a design of the throttle controller a challenging task. Our approach is to model the ETB as a discrete time PieceWise Affine (PWA) system and apply Model Predictive Control (MPC) strategy to design an explicit state-feedback control law. Since MPC is a full-state controller and there is only one measurement available the rest of the states have to be estimated. We have chosen Unscented Kalman Filter (UKF) for the estimation purpose since it was performing the best in the presence of strong, almost discontinuous, process nonlinearities. In the end, MPC and UKF algorithm were implemented and tested on the real electronic throttle for the case of set-point reference. Experimental results indicate that the cheap production can be compensated with a good control strategy.

Further Information
Year:

2004
Type of Publication:

(01)Article
Supervisor:



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% Autogenerated BibTeX entry
@Article { VasEtal:2004:IFA_97,
    author={M. Vasak and M. Baotic and I. Petrovic and N. Peric},
    title={{Electronic throttle state estimation and hybrid theory
	  based optimal control}},
    journal={International Symposium on Industrial Electronics},
    year={2004},
    volume={},
    number={},
    pages={},
    month=may,
    url={http://control.ee.ethz.ch/index.cgi?page=publications;action=details;id=97}
}
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