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Parameter Identifiability and Parameter Estimation of a Diesel Engine Combustion Model

Read  full  paper  at: http://www.scirp.org/journal/PaperInformation.aspx?PaperID=45287#.VL30BCzQrzE Author(s) Lilianne Denis-Vidal * , Zohra Cherfi , Vincent Talon , El Hassane Brahmi Affiliation(s) University of Technologie of Compiègne France, LMAC , ROBERVAL Compiègne, France . ABSTRACT In this paper an original method based on the link between a piecewise identifiability analysis and a piecewise numerical estimation is presented for estimating parameters of a phenomenological diesel engine combustion model. This model is used for design, validation and pre-tuning of engine control laws. A cascade algebro-differential elimination method is used for studying identifiability. This investigation is done by using input-output-parameter relationship. Then these relations are transformed by using iterated integration. They are combined with an original numerical derivative estimation based on distribution theory which gives explicit point-wis...