System Identification

Langue : anglais

Edité par Springer London Ltd, GB, 2011

0857295217 / 9780857295217

Série : Livre 6 sur 28 - Advanced Textbooks in Control and Signal Processing

Vendeur : Rarewaves.com UK, London, Royaume-UniRarewaves.com UK

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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.

N° de réf. du vendeur LU-9780857295217

Titre
System Identification
Auteur
Karel J. Keesman
Éditeur
Springer London Ltd, GB
Année de publication
2011
État de l'article
New
Reliure
Paperback
Langue
anglais
ISBN à 10 chiffres
0857295217
ISBN à 13 chiffres
9780857295217
Édition
2011th.
Dimensions
15.49 x 2.11 x 23.5 cm
Série
Livre 6 sur 28: Advanced Textbooks in Control and Signal Processing

Rarewaves.com UK

London, Royaume-Uni

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Vendeur AbeBooks depuis 11 juin 2025

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