Fuzzy Control, Estimation and Diagnosis : Single and Interconnected Systems

Description

This textbook explains the principles of fuzzy systems in some depth together with information useful in realizing them within computational processes. The various algorithms and example problem solutions are a well-balanced and pertinent aid for research projects, laboratory work and graduate study. In addition to its worked examples, the book also uses end-of-chapter exercises as an instructional aid with a downloadable solutions manual available to instructors. The content of the book is developed and extended from material taught for four years in the author’s classes. The text provides a broad overview of fuzzy control, estimation and fault diagnosis. It ranges over various classes of target system and modes of control and then turns to filtering, stabilization, and fault detection and diagnosis. Applications, simulation tools and an appendix on algebraic inequalities complete a unified approach to the analysis of single and interconnected fuzzy systems. Fuzzy Control, Estimation and Fault Detection is a guide for final-year undergraduate and graduate students of electrical and mechanical engineering, computer science and information technology, and will also be instructive for professionals in the information technology sector. Front Matter....Pages i-xxvi Introduction....Pages 1-12 Front Matter....Pages 13-13 Basics of Fuzzy Control ....Pages 15-44 Discrete–Time Fuzzy Delay Systems....Pages 45-97 Fuzzy Networked Control Systems....Pages 99-191 Adaptive and Sliding-Mode Fuzzy Control....Pages 193-254 Robust Fuzzy Control....Pages 255-300 Front Matter....Pages 301-301 Fuzzy Robust Estimation....Pages 303-395 Fuzzy Stabilization Approaches....Pages 397-480 Front Matter....Pages 481-481 Fuzzy Fault Detection and Control....Pages 483-546 Fuzzy Fault Diagnosis....Pages 547-586 Front Matter....Pages 587-587 Applications....Pages 589-632 Simulation Tools....Pages 633-653 Back Matter....Pages 655-689