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Modeling, Identification and Simulation of Dynamical Systems - P. P. J. van den Bosch

Modeling, Identification and Simulation of Dynamical Systems

Hardcover

Published: 1st September 1994
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This book gives an in-depth introduction to the areas of modeling, identification, simulation, and optimization. These scientific topics play an increasingly dominant part in many engineering areas such as electrotechnology, mechanical engineering, aerospace, and physics. This book represents a unique and concise treatment of the mutual interactions among these topics.
Techniques for solving general nonlinear optimization problems as they arise in identification and many synthesis and design methods are detailed. The main points in deriving mathematical models via prior knowledge concerning the physics describing a system are emphasized. Several chapters discuss the identification of black-box models. Simulation is introduced as a numerical tool for calculating time responses of almost any mathematical model. The last chapter covers optimization, a generally applicable tool for formulating and solving many engineering problems.

Preface
Introductionp. 1
Modelingp. 3
Black-box model representationsp. 43
Nonparametric identificationp. 73
Parametric identificationp. 89
Identification in practicep. 111
Simulationp. 125
Optimizationp. 163
Literaturep. 189
Indexp. 192
Table of Contents provided by Blackwell. All Rights Reserved.

ISBN: 9780849391811
ISBN-10: 0849391814
Audience: Professional
Format: Hardcover
Language: English
Number Of Pages: 208
Published: 1st September 1994
Publisher: CRC PR INC
Country of Publication: US
Dimensions (cm): 26.67 x 17.83  x 1.73
Weight (kg): 0.62
Edition Number: 1