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alberer daniel (curatore); hjalmarsson håkan (curatore); del re luigi (curatore) - identification for automotive systems

Identification for Automotive Systems

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Dettagli

Genere:Libro
Lingua: Inglese
Editore:

Springer

Pubblicazione: 12/2011
Edizione: 2012





Trama

Increasing complexity and performance and reliability expectations make modeling of automotive system both more difficult and more urgent. Automotive control has slowly evolved from an add-on to classical engine and vehicle design to a key technology to enforce consumption, pollution and safety limits. Modeling, however, is still mainly based on classical methods, even though much progress has been done in the identification community to speed it up and improve it. This book, the product of a workshop of representatives of different communities, offers an insight on how to close the gap and exploit this progress for the next generations of vehicles.




Sommario

From the Contents: Challenges and Opportunities for Identification Methods in Automotive Systems.- A Desired Modelling Environment for Automotive Powetrain Controls.- An Overview on System Identification Problems in Vehicle Chassis Control.- Linear Parameter-varying System Identification: The Subspace Approach.- A Tutorial on Numerical Methods for State and Parameter Estimation in Nonlinear Dynamic Systems.- Using Genetic Programming in Nonlinear Model Identification.- Markov Chain Modelling and On-board Identification for Automotive Vehicles.










Altre Informazioni

ISBN:

9781447122203

Condizione: Nuovo
Collana: Lecture Notes in Control and Information Sciences
Dimensioni: 235 x 155 mm Ø 646 gr
Formato: Brossura
Illustration Notes:XVI, 356 p. 172 illus., 129 illus. in color.
Pagine Arabe: 356
Pagine Romane: xvi


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