Intelligent Predictive Control and Its Applications

Author: Zhu Jing
Publisher:
Publish Date: 2003-11-01
Features: Currently, predictive control research has expanded into the new field of "intelligent predictive control" theory and its application mechanism research, and it will become a new type of control strategy that is widely concerned by numerous scholars and applied extensively in multivariable complex systems, demonstrating significant effectiveness. This book is a part of the National "Nineth Five-Year Plan" Key Book Series "Modern Control Engineering," and its main contents include: fundamental theories of model predictive control, fuzzy predictive control for complex systems, intelligent predictive control based on artificial neural networks, nonlinear predictive control, and new predictive control (including the basic theories, application mechanisms, and case simulations of predictive function control, multi-rate sampling, and multi-model switching predictive control, etc.). The theoretical principles are clearly explained and easy to understand; the application examples and simulation studies are extensive and numerous, with detailed descriptions, and are designed to progress from simple to complex. The target readers of this book are primarily engineering technicians and researchers in the fields of control theory, control engineering, and industrial automation. It can also serve as a teaching and reference book for university teachers, graduate students, and senior undergraduate students.