Fuzzy Modeling and Control: Theory and Applications

✍ Scribed by Fernando Matía, G. Nicolás Marichal, Emilio Jiménez (eds.)

• Publisher: Atlantis Press
• Year: 2014
• Tongue: English
• Leaves: 291
• Series: Atlantis Computational Intelligence Systems 9
• Edition: 1
• Category: Library

✦ Synopsis

Much work on fuzzy control, covering research, development and applications, has been developed in Europe since the 90's. Nevertheless, the existing books in the field are compilations of articles without interconnection or logical structure or they express the personal point of view of the author. This book compiles the developments of researchers with demonstrated experience in the field of fuzzy control following a logic structure and a unified the style. The first chapters of the book are dedicated to the introduction of the main fuzzy logic techniques, where the following chapters focus on concrete applications. This book is supported by the EUSFLAT and CEA-IFAC societies, which include a large number of researchers in the field of fuzzy logic and control. The central topic of the book, Fuzzy Control, is one of the main research and development lines covered by these associations.

✦ Table of Contents

Front Matter....Pages i-xv
Front Matter....Pages 1-1
New Concepts for the Estimation of Takagi-Sugeno Model Based on Extended Kalman Filter....Pages 3-24
Suboptimal Recursive Methodology for Takagi-Sugeno Fuzzy Models Identification....Pages 25-47
Complexity Reduction in Fuzzy Systems Using Functional Principal Component Analysis....Pages 49-65
Front Matter....Pages 67-67
Stable Fuzzy Control System by Design....Pages 69-94
Polynomial Fuzzy Systems: Stability and Control....Pages 95-115
Robust Fault Tolerant Control Framework Using Uncertain Takagi-Sugeno Fuzzy Models....Pages 117-133
Intelligent Tuning of Fuzzy Controllers by Learning and Optimization....Pages 135-158
Adaptive Evolutionary Optimization Algorithms for Simple Fuzzy Controller Tuning Dedicated to Servo Systems....Pages 159-173
Front Matter....Pages 175-175
Neuro-Fuzzy Control for Semi-active Dampers....Pages 177-189
Neuro-Fuzzy Modeling and Fuzzy Control of a Fast Ferry....Pages 191-204
AUTOPÍA Program for Intelligent Control of Vehicles....Pages 205-216
Management of a PEM Electrolyzer in Hybrid Renewable Energy Systems....Pages 217-234
Hardware Implementation of Embedded Fuzzy Controllers on FPGAs and ASICs....Pages 235-253
Genetic Optimization of Fuzzy Adaptive Cruise Control for Urban Traffic....Pages 255-271
Back Matter....Pages 273-288

✦ Subjects

Computational Intelligence; Control; Engineering, general