Identification for Automotive Systems

• Corporate Author: SpringerLink (Online service)
• Other Authors: Alberer, Daniel (Editor), Hjalmarsson, Håkan (Editor), Re, Luigi del (Editor)
• Format: Electronic eBook
• Language: English
• Published: London : Springer London : Imprint: Springer, 2012.
• Series: Lecture Notes in Control and Information Sciences, 418
• Subjects: Engineering.; System theory.; Automotive engineering.; Control engineering.; Automotive Engineering.; Systems Theory, Control.; Control.

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 limi...

Table of Contents:

• 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.