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E-raamat: Fuzzy Logic Control: Advances In Applications

Edited by (Delft Univ Of Tech, The Netherlands), Edited by (Delft Univ Of Tech, The Netherlands)
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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.
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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