Identification and Control Using Volterra Models /

This text covers recent results in the analysis, identification and control of systems described by Volterra models. Topics covered include: - qualitative behavior of finite Volterra models compared and contrasted with other nonlinear model classes - structural restrictions and extensions to Volterr...

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Bibliographic Details
Main Author: Doyle, F. J.
Corporate Author: SpringerLink (Online service)
Other Authors: Pearson, R. K., Ogunnaike, B. A.
Format: eBook
Language:English
Published: London : Springer London, 2002.
Series:Communications and control engineering.
Subjects:
Online Access:Connect to the full text of this electronic book

MARC

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505 0 |a Introduction -- Qualitative Behaviour -- Restrictions and Extensions -- Determination of Volterra Model Parameters -- Practical Considerations in Volterra Model Identification -- Model-Based Controller Synthesis -- Advanced Direct Synthesis Controller Design -- Model Predictive Control Using Volterra Series -- Application Case Studies -- Summary. 
520 |a This text covers recent results in the analysis, identification and control of systems described by Volterra models. Topics covered include: - qualitative behavior of finite Volterra models compared and contrasted with other nonlinear model classes - structural restrictions and extensions to Volterra model class - least squares and stochastic identification approaches - model inversion issues - direct synthesis and model predictive control design - guidelines for practical applications Examples are drawn from Chemical, Biological and Electrical Engineering. The book is suitable as a text for a graduate control course, or as a reference for both research and practice. 
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