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Shvoong Home>Science>Computer Controlled Systems: Theory and Design Summary

Computer Controlled Systems: Theory and Design

Book Summary   by:sahh     Original Authors: Karl J. Astrom; Bjorn Wittenmark
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This abstract is for the 3rd edition which is the latest edition of this book title. This book was written by the famous professors in the automatic control field. Both of the authors are from Department of Automatic Control, Lund Institute of Technology, Sweden. This book may be used for the early course in automatic control; however, I do not recommend. This book is a good one for the person who has some experiences and understanding about the basic control theory, especially in continuous control theory. Some basic knowledge about modern control theory such as state-space design method, pole-placement method, observability and controllability, etc. is also necessary for pursuing with this text book. There is also a web-based supplement (for complete solutions of the problems in the book and some programs for MATLAB) at http://www.control.lth.se; see Education/Computer-Controlled Systems. Contents of this book are comprised of the followings. Chapter 1 Computer Control Generally state about the elements of computer-controlled system and computer-control theory. AD, DA are also described with some implementations. Chapter 2 Discrete-Time Systems Explain the basic of discrete time system which is the foundation for digital control design. Examples are easy to understand and follow. Chapter 3 Analysis of Discrete-Time Systems Stability and robustness are analysed. Contrrollability, reachability, observability, and detectability are described. Practical aspects of choice of the sampling period are presented. Chapter 4 Pole-Placement Design: A State-Space Approach Clear and easy to understand for the explanation of the design method and some practical aspects. Chapter 5 Pole-Placement Design: A Polynomial Approach Some details about the polynomial approach are not practical and obscured. Chapter 6 Design: An Overview This chapter reviews the control problem in a wider aspect and especially in practical aspect. Chapter 7 Process-Oriented Models Aliasing or frequency folding is described with counter measure in practical application. Frequency response of the discrete control system is explained. Chapter 8 Approximating Continuous-Time Controllers Explain how to implement the discrete (digital) controller when the designer has the solution of the continuous controller.
Chapter 9 Implementation of Digital Controllers Practical aspect in implementing the digital controller is explained. Algorithm in programming is also recommended. Prefiltering and computational delay effect is described. Antiwindup technique for nonlinear actuator is introduced. Effects of roundoff and quantization are also profoundly explained. Chapter 10 Disturbance Models Disturbance model and reduction of the effect of the disturbance is introduced. Stochastic models of disturbances are explained. Chapter 11 Optimal Design Methods: A State-Space Method Advanced control design, optimal design method, is introduced with some difficulties for understand. LQG (Linear Quadratic Gaussian) is also briefly explained. Chapter 12 Optimal Design Methods: A Polynomial Approach This chapter is also for optimal design method by using polynomial approach. The reader should have some knowledge about the control system designed by polynomial approach and optimal control. Chapter 13 Identification System identification and mathematical model building for the black box system are introduced. This chapter is also one of the difficult to understand chapters in this book. The reader should have knowledge about the system identification, parameter estimation, least square method, etc. As a conclusion, this book is one of the best text book on digital (discrete) control system and should have it in hand. However, this book should not be the first book to study the topic about the automatic control. I rank this book for the middle-level reader who has some experiences or knowledge about the basic of the automatic controool system and some design method in classical and modern control system.
Published: December 01, 2005   
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