Identification and Control Using Volterra Models
(Sprache: Englisch)
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 -...
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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.
Klappentext zu „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.
Inhaltsverzeichnis zu „Identification and Control Using Volterra Models “
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.
Bibliographische Angaben
- Autoren: F.J.III Doyle , R.K. Pearson , B.A. Ogunnaike
- 2002, Repr. d. Ausg. v. 2001., 314 Seiten, Maße: 16 x 24,1 cm, Gebunden, Englisch
- Verlag: Springer, London
- ISBN-10: 1852331496
- ISBN-13: 9781852331498
- Erscheinungsdatum: 05.10.2001
Sprache:
Englisch
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