APPLIED SYSTEM IDENTIFICATION
Ouvrage 0-13-079211-X : APPLIED SYSTEM IDENTIFICATION
Effective system identification includes the underlying methodologies, computational procedures,
and their implementation. To this end, this volume presents readers with the mathematical
background required to participate in the growing field of system identification as applied to
engineering systems. Author Jer-Nan Juang provides a common basis for understanding the
techniques developed under various disciplines. In addition, he attempts to bring the discipline
of system identification up to date.
Specifically applied System Identifications:
Provides an overview of the disciplines of modal testing used in structural engineering and
system identification.
Presents time- and frequency-domain models used in the disciplines of structures and controls.
Identifies basic concepts and properties of the frequency response function.
Features a unified mathematical framework based on the theory of system realization to
correlate some of the existing time-domain methods commonly used in modal testing.
Introduces readers to a new way of interpreting the input/output relationship via an
observer for identification of a system model and its corresponding observer to characterize
system uncertainties.
Proposes a simple, yet effective way of curve-fitting the frequency response data and of con-
structing a system model via matrix-fraction description methods.
Considers the identification problem of a system operating in closed-loop with an existing
feedback controller.
Develops a unified mathematical framework to derive recursive algorithms for the fast
transversal filter and the least-squares lattice filter.
Whether used as a textbook or as an addition to your personal reference library, Applied
System Identification offers an ideal opportunity to build a bridge betveen the disciplines of
system identification as applied to controls and to modal testing.
Auteur : JUANG
Editeur : PRENTICE HALL
Nombre de pages : 394
Date de publication : 11 1994
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