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Identification and Control Using Volterra Models, Softcover reprint of the original 1st ed. 2002 Communications and Control Engineering Series

Langue : Anglais

Auteurs :

Couverture de l’ouvrage Identification and Control Using Volterra Models
This book 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, and 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.
1. Introduction.- 2. Qualitative Behavior.- 3. Restrietions & Extensions.- 4. Determination of Volterra Model Parameters.- 5. Practical Considerations in Volterra Model Identification.- 6. Model-Based Controller Synthesis.- 7. Advanced Direct Synthesis Controller Design.- 8. Model Predictive Control Using Volterra Series.- 9. Application Case Studies.- 10. Summary.

Identification results are presented from both deterministic (least squares) and stochastic perspectives

The identification of Volterra series is addressed from a new perspective, bringing to light many new and significant results

Both direct synthesis techniques as well as more general, implicit formulations are discussed

Date de parution :

Ouvrage de 314 p.

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Date de parution :

Ouvrage de 314 p.

15.5x23.5 cm

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210,99 €

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