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Non-Conventional Methods of Mechatronical Systems Control

Language of instruction angličtina, čeština
Code 450-8707
Abbreviation NMŘMS
Course title Non-Conventional Methods of Mechatronical Systems Control
Coordinating department Department of Cybernetics and Biomedical Engineering
Course coordinator doc. Ing. Zdeněk Slanina, Ph.D.

Summary

The course is based on selected methods of artificial intelligence applied in the synthesis of non-conventional controllers of mechatronic systems. Approaches are used Mamdani and Takagi-Sugeno fuzzy controllers and fuzzy-neural controllers. To adapt and optimize the structure and controller parameters are used genetic algorithms. Computer simulations are carried out in Matlab-Simulink.

Literature

GANG,F. Analysis and Synthesis of Fuzzy Control Systems: A Model-Based Approach. CRC Press, 2010. ISBN 9781420092646 
MATA,F., MARICHAL,G.N., JIMNEZ,E. Fuzzy Modeling and Control: Theory and Applications. Atlantis Publishing Corporation, 2014 ISBN 9462390819 .

Advised literature

RUSSEL,S., NORVIG,P.: Artificial Intelligence, Prentice-Hall, Inc., 2003, ISBN 0-13-080302-2