Modeling, Identification and Simulation of Dynamical Systems

P. P. J. van den Bosch, A. C. van der Klauw

• Publisher: CRC Press
• Year: 2020
• eBook ISBN: 9780429611445
• Edition: 1
• Topic: Mathematik
• Subtopic: Bezug zur Mathematik

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.

Table of contents

• Cover
• Title Page
• Copyright Page
• Table of Contents
• Preface
• 1: Introduction
• 2: Modeling
• 3: Black-box model representations
• 4: Nonparametric identification
• 5: Parametric identification
• 6: Identification in practice
• 7: Simulation
• 8: Optimization
• Literature
• Index