Fuzzy Logic Control : Advances in Applications

by ;
Format: Hardcover
Pub. Date: 1999-09-01
Publisher(s): WORLD SCIENTIFIC PUB CO INC
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Summary

Fuzzy logic control has become an important methodology in control engineering. This volume deals with applications of fuzzy logic control in various domains. The contributions are divided into three parts. The first part consists of two state-of-the-art tutorials on fuzzy control and fuzzy modeling. Surveys of advanced methodologies are included in the second part. These surveys address fuzzy decision making and control, fault detection, isolation and diagnosis, complexity reduction in fuzzy systems and neuro-fuzzy methods. The third part contains application-oriented contributions from various fields, such as process industry, cement and ceramics, vehicle control and traffic management electromechanical and production systems, avionics, biotechnology and medical applications. The book is intended for researchers both from the academic world and from industry.

Table of Contents

Preface v
H.B. Verbruggen
R. Babuska
Part I TUTORIALS 3(62)
An Overview of Fuzzy Modeling and Model-Based Fuzzy Control
3(34)
R. Babuska
Fuzzy Control: From Heuristic PID to Optimization-Based Nonlinear Control
37(28)
K.-E. Arzen
M. Johansson
Part II SURVEYS ON ADVANCED METHODOLOGIES 65(98)
Neuro-Fuzzy Methods
65(22)
D. Nauck
Complexity Reduction Methods for Fuzzy Systems Design
87(26)
M. Setnes
Fuzzy Decisions for Control Systems
113(22)
U. Kaymak
Fuzzy Techniques in Fault Detection, Isolation and Diagnosis
135(28)
P.M. Frank
T. Marcu
Part III APPLICATIONS 163
High Level Process Control in the Cement Industry by Fuzzy Logic
163(10)
J.-J. Ostergaard
Fuzzy Logic for Paper and Pulp Management
173(20)
H. Hellendoorn
Implementing Fuzzy Control in the Manufacturing of Washing Powders
193(12)
M. Setnes
Semi-Mechanistic Modeling and Its Application to Biochemical Processes
205(22)
H.A.B. te Braake
J.A. Roubos
R. Babuska
Fuzzy Control of a Filling System in Packaging Machinery
227(12)
C. Fantuzzi
F. Basissi
Fault Detection and Diagnosis of Electro-Mechanical Drives and Actuators
239(20)
R. Isermann
D. Fuessel
Fuzzy Logic for Traffic Management and Control
259(16)
H. Hellendoorn
Fuzzy Modeling and Control in Avionics
275(18)
G. Schram
M. Oosterom
H.B. Verbruggen
Medical Applications of Fuzzy Logic Control
293(20)
D.A. Linkens
M.F. Abbod
Linear Design Approach to a Fuzzy Controller
313
J. Jantzen

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