System Identification

Language: English

Published by Springer, Springer Mai 2011, 2011

0857295217 / 9780857295217

Series: Book 6 of 28 - Advanced Textbooks in Control and Signal Processing

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This item is printed on demand - Print on Demand Titel. Neuware -System Identification shows the student reader how to approach the system identification problem in a systematic fashion. The process is divided into three basic steps: experimental design and data collection; model structure selection and parameter estimation; and model validation, each of which is the subject of one or more parts of the text.Following an introduction on system theory, particularly in relation to model representation and model properties, the book contains four parts covering:¿ data-based identification ¿ non-parametric methods for use when prior system knowledge is very limited;¿ time-invariant identification for systems with constant parameters;¿ time-varying systems identification, primarily with recursive estimation techniques; and¿ model validation methods.A fifth part, composed of appendices, covers the various aspects of the underlying mathematics needed to begin using the text.The book uses essentially semi-physical or gray-box modeling methods although data-based, transfer-function system descriptions are also introduced. The approach is problem-based rather than rigorously mathematical. The use of finite input¿output data is demonstrated for frequency- and time-domain identification in static, dynamic, linear, nonlinear, time-invariant and time-varying systems. Simple examples are used to show readers how to perform and emulate the identification steps involved in various control design methods with more complex illustrations derived from real physical, chemical and biological applications being used to demonstrate the practical applicability of the methods described. End-of-chapter exercises (for which a downloadable instructors¿ Solutions Manual is available from fill in URL here) will both help students to assimilate what they have learned and make the book suitable forself-tuition by practitioners looking to brush up on modern techniques.Graduate and final-year undergraduate students will find this text to be a practical and realistic course in system identification that can be used for assessing the processes of a variety of engineering disciplines. System Identification will help academic instructors teaching control-related to give their students a good understanding of identification methods that can be used in the real world without the encumbrance of undue mathematical detail.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 352 pp. Englisch.

Seller Inventory # 9780857295217

Title
System Identification
Author
Karel J. Keesman
Publisher
Springer, Springer Mai 2011
Publication year
2011
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
0857295217
ISBN 13
9780857295217
Item weight
598 grams
Dimensions
235x155x18 mm
Series
Book 6 of 28: Advanced Textbooks in Control and Signal Processing

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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