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John Chiasson - An Introduction to System Modeling and Control

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A practical and straightforward exploration of the basic tools for the modeling, analysis, and design of control systems

In An Introduction to System Modeling and Control, Dr. Chiasson delivers an accessible and intuitive guide to understanding modeling and control for students in electrical, mechanical, and aerospace/aeronautical engineering. The book begins with an introduction to the need for control by describing how an aircraft flies complete with figures illustrating roll, pitch, and yaw control using its ailerons, elevators, and rudder, respectively. The book moves on to rigid body dynamics about a single axis (gears, cart rolling down an incline) and then to modeling DC motors, DC tachometers, and optical encoders. Using the transfer function representation of these dynamic models, PID controllers are introduced as an effective way to track step inputs and reject constant disturbances.

It is further shown how any transfer function model can be stabilized using output pole placement and on how two-degree of freedom controllers can be used to eliminate overshoot in step responses. Bode and Nyquist theory are then presented with an emphasis on how they give a quantitative insight into a control systems robustness and sensitivity. An Introduction to System Modeling and Control closes with chapters on modeling an inverted pendulum and a magnetic levitation system, trajectory tracking control using state feedback, and state estimation. In addition the book offers:

  • A complete set of MATLAB/SIMULINK files for examples and problems included in the book.
  • A set of lecture slides for each chapter.
  • A solutions manual with recommended problems to assign.
  • An analysis of the robustness and sensitivity of four different controller designs for an inverted pendulum (cart-pole).

Perfect for electrical, mechanical, and aerospace/aeronautical engineering students, An Introduction to System Modeling and Control will also be an invaluable addition to the libraries of practicing engineers.

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Table of Contents List of Illustrations Preface Chapter 1 Chapter 2 - photo 1
Table of Contents
List of Illustrations
  1. Preface
  2. Chapter 1
  3. Chapter 2
  4. Chapter 3
  5. Chapter 4
  6. Chapter 5
  7. Chapter 6
  8. Chapter 7
  9. Chapter 8
  10. Chapter 9
  11. Chapter 10
  12. Chapter 11
  13. Chapter 12
  14. Chapter 13
  15. Chapter 14
  16. Chapter 15
  17. Chapter 16
  18. Chapter 17
Guide
Pages
An Introduction to System Modeling and Control

John Chiasson

Boise State University
Boise, Idaho
United States

This edition first published 2022 2022 John Wiley Sons Inc All rights - photo 2

This edition first published 2022
2022 John Wiley & Sons, Inc.

All rights reserved. No part of this publication may be reproduced, stored in a retrieval system, or transmitted, in any form or by any means, electronic, mechanical, photocopying, recording or otherwise, except as permitted by law. Advice on how to obtain permission to reuse material from this title is available at http://www.wiley.com/go/permissions.

The right of John Chiasson to be identified as the author of this work has been asserted in accordance with law.

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Limit of Liability/Disclaimer of Warranty
The contents of this work are intended to further general scientific research, understanding, and discussion only and are not intended and should not be relied upon as recommending or promoting scientific method, diagnosis, or treatment by physicians for any particular patient. In view of ongoing research, equipment modifications, changes in governmental regulations, and the constant flow of information relating to the use of medicines, equipment, and devices, the reader is urged to review and evaluate the information provided in the package insert or instructions for each medicine, equipment, or device for, among other things, any changes in the instructions or indication of usage and for added warnings and precautions. While the publisher and authors have used their best efforts in preparing this work, they make no representations or warranties with respect to the accuracy or completeness of the contents of this work and specifically disclaim all warranties, including without limitation any implied warranties of merchantability or fitness for a particular purpose. No warranty may be created or extended by sales representatives, written sales materials or promotional statements for this work. The fact that an organization, website, or product is referred to in this work as a citation and/or potential source of further information does not mean that the publisher and authors endorse the information or services the organization, website, or product may provide or recommendations it may make. This work is sold with the understanding that the publisher is not engaged in rendering professional services. The advice and strategies contained herein may not be suitable for your situation. You should consult with a specialist where appropriate. Further, readers should be aware that websites listed in this work may have changed or disappeared between when this work was written and when it is read. Neither the publisher nor authors shall be liable for any loss of profit or any other commercial damages, including but not limited to special, incidental, consequential, or other damages.

Library of Congress CataloginginPublication Data

Names: Chiasson, John, author.
Title: An introduction to system modeling and control / John Chiasson.
Description: First edition. | Hoboken, NJ : John Wiley & Sons, Inc., 2022.
| Includes bibliographical references and index.
Identifiers: LCCN 2021030670 (print) | LCCN 2021030671 (ebook) | ISBN
9781119842897 (cloth) | ISBN 9781119842903 (adobe pdf) | ISBN
9781119842910 (epub)
Subjects: LCSH: Systems engineeringMathematics. | Mathematical models.
Classification: LCC TA168 .C55 2022 (print) | LCC TA168 (ebook) | DDC
620.001/171dc23
LC record available at https://lccn.loc.gov/2021030670
LC ebook record available at https://lccn.loc.gov/2021030671

Cover Design: Wiley
Cover Image: By Walter Barie

Preface

Quite honestly, I never thought I would write a book for a first controls course. So, what happened? Well, in my teaching career I have taught out of the textbooks by Ogata ). I realize that my emphasis on detailed modeling may be a bug to some (rather than a feature) as students find it difficult and it takes away from doing control stuff. However, as a colleague of mine put it, students develop important insight when they understand where the dynamic models come from and any linearization, approximation, or simplification used to obtain them.

It seemed to me early in my career that teaching the first controls course seemed to be more about its techniques, i.e., manipulating block diagrams, drawing root locus, Bode and Nyquist plots, doing the RouthHurwitz test, etc. Yet I think the course should be about making some physical system do what you want it to do such as having a robot arm rotate Picture 3 despite the weight of the object in its end effector, or ensure a magnetic bearing maintains an air gap despite various loads on it, keeping a pendulum rod pointing straight up, etc. I recall a colleague commenting on a lecture he gave in which he referred to the standard unity feedback controller block diagram (Figure ) and told the class that the controller An Introduction to System Modeling and Control - image 4 was to be designed so that An Introduction to System Modeling and Control - image 5 A student then simply asked why not just get rid of the blocks and set An Introduction to System Modeling and Control - image 6 It seems that in teaching the first controls course we end up manipulating block diagrams so much and so easily that students get lost in the abstraction not understanding what they represent.

Control system in standard block diagram form Figures such as on the next page - photo 7

Control system in standard block diagram form.

Figures such as on the next page are included to help the students remember what a block diagrams represents.

Spending the time to do detailed derivations of a few models helps the student to understand and remember what the transfer function models represent. A similar confusion arises in the modeling of disturbances. When a disturbance is shown on the block diagram model, it is typically placed as input to the physical system. For example, one might have a load torque on a motor, but in the block diagram this disturbance Picture 8 is modeled coming into the motor input, which is a voltage (). I explain how this load torque is modeled as an equivalent voltage disturbance which has the same effect on the position/speed of the rotor as the actual load torque. This sort of understanding seems to be lost in the standard manipulations of converting a differential equation model into a block diagram model. Of course, some good laboratory work can really help to clarify these ideas as well.

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