+612 9045 4394
 
CHECKOUT
Model Predictive Control : Advanced Textbooks in Control and Signal Processing - Eduardo F. Camacho

Model Predictive Control

Advanced Textbooks in Control and Signal Processing

Paperback Published: 13th May 2004
ISBN: 9781852336943
Number Of Pages: 405

Share This Book:

Paperback

RRP $155.99
$116.25
25%
OFF
or 4 easy payments of $29.06 with Learn more
Ships in 15 business days

From power plants to sugar refining, model predictive control (MPC) schemes have established themselves as the preferred control strategies for a wide variety of processes.

The second edition of Model Predictive Control provides a thorough introduction to theoretical and practical aspects of the most commonly used MPC strategies. It bridges the gap between the powerful but often abstract techniques of control researchers and the more empirical approach of practitioners. Model Predictive Control demonstrates that a powerful technique does not always require complex control algorithms.

The text features material on the following subjects:

- general MPC elements and algorithms;

- commercial MPC schemes;

- generalized predictive control

- multivariable, robust, constrained nonlinear and hybrid MPC;

- fast methods for MPC implementation;

- applications.

All of the material is thoroughly updated for the second edition with the chapters on nonlinear MPC, MPC and hybrid systems and MPC implementation being entirely new. Many new exercises and examples have also have also been added throughout and MATLAB(R) programs to aid in their solution can be downloaded from the authors' website. The text is an excellent aid for graduate and advanced undergraduate students and will also be of use to researchers and industrial practitioners wishing to keep abreast of a fast-moving field.

From the reviews of the second edition:

"This text is an introduction to model predictive control, a control methodology which has encountered some success in industry, but which still presents many theoretical challenges. ... The book is of interest as an introduction to model predictive control, and a merit is the special presentation, connecting the subject intimately with industrial situations." (A. Akutowicz, Zentralblatt MATH, Vol. 1080, 2006)

"It is a much more ambitious work, seeking to inform practitioners how to implement MPC while at the same time serving as an advanced student text as well as reference for control researchers. ... The authors clearly see the text as a teaching aid since several chapters include exercises. ... In summary, a significant contribution to this important field for control academics, and some highly experienced MPC practitioners ... ." (Michael Brisk, www.tcetoday.com, February, 2008)

Introduction to Model Predictive Control
Model Predictive Controllers
Commercial Model Predictive Control Schemes
Generalized Predictive Control
Simple Implementation of GPC for Industrial Processes
Multivariable Model Predictive Control
Constrained Model Predictive Control
Robust Model Predictive Control
Nonlinear Model Predictive Control
Model Predictive Control and Hybrid Systems
Fast Methods for Implementing Model Predictive Control
Applications
Revision of the Simplex Method
Dynamic Programming and Linear Quadratic Optimal Control
Table of Contents provided by Publisher. All Rights Reserved.

ISBN: 9781852336943
ISBN-10: 1852336943
Series: Advanced Textbooks in Control and Signal Processing
Audience: Professional
Format: Paperback
Language: English
Number Of Pages: 405
Published: 13th May 2004
Publisher: Springer London Ltd
Country of Publication: GB
Dimensions (cm): 23.5 x 15.5  x 2.06
Weight (kg): 0.6
Edition Number: 2
Edition Type: Revised