Nonlinear System Identification - Input-Output Modeling Approach

Language: English

Published by Springer, Springer Jul 1999, 1999

0792358589 / 9780792358589

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This item is printed on demand - Print on Demand Titel. Neuware -The subject of the book is to present the modeling, parameter estimation and other aspects of the identification of nonlinear dynamic systems. The treatment is restricted to the input-output modeling approach. Because of the widespread usage of digital computers discrete time methods are preferred. Time domain parameter estimation methods are dealt with in detail, frequency domain and power spectrum procedures are described shortly. The theory is presented from the engineering point of view, and a large number of examples of case studies on the modeling and identifications of real processes illustrate the methods. Almost all processes are nonlinear if they are considered not merely in a small vicinity of the working point. To exploit industrial equipment as much as possible, mathematical models are needed which describe the global nonlinear behavior of the process. If the process is unknown, or if the describing equations are too complex, the structure and the parameters can be determined experimentally, which is the task of identification. The book is divided into seven chapters dealing with the following topics: 1. Nonlinear dynamic process models 2. Test signals for identification 3. Parameter estimation methods 4. Nonlinearity test methods 5. Structure identification 6. Model validity tests 7. Case studies on identification of real processes Chapter I summarizes the different model descriptions of nonlinear dynamical systems.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 840 pp. Englisch.…

Seller Inventory # 9780792358589

Title
Nonlinear System Identification - Input-Output Modeling Approach
Author
Robert Haber
Publisher
Springer, Springer Jul 1999
Publication year
1999
Condition
Neu
Binding
Buch
Language
English
ISBN 10
0792358589
ISBN 13
9780792358589
Item weight
1,586 grams
Dimensions
241x160x57 mm

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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