DocumentCode
2577193
Title
Fuzzy logic control implementation of rectilinear plant with inverted pendulum
Author
Rivera, Harold ; Cox, Daniel
Author_Institution
Sch. of Eng., Univ. of North Florida, Jacksonville, FL, USA
fYear
2009
fDate
11-14 Oct. 2009
Firstpage
3877
Lastpage
3882
Abstract
Although many control problems have been solved using linear techniques, the world is inherently non-linear and many systems cannot be adequately treated with traditional linear systems techniques. Controllers based on fuzzy logic have been shown to perform well with non-linear systems. They are essentially non-linear controllers whose underlying theory was inspired by the way in which humans make decisions. The fuzzy logic controller (FLC) makes use of expert knowledge and accepts a level of imprecision in the parameters-the fuzzy nature of the variables. When the system is highly non-linear and expert knowledge exists, a controller can be generated using fuzzy logic. The plant used for this analysis is the ECP rectilinear plant with the inverted pendulum feature. This plant offers a benchmark dynamic system used world-wide for the testing of traditional and new control techniques. The system is non-linear and requires fast action, excellent qualities for a benchmark system.
Keywords
fuzzy control; linear systems; nonlinear control systems; pendulums; fuzzy logic control implementation; inverted pendulum feature; linear techniques; nonlinear controllers; rectilinear plant; Benchmark testing; Control systems; Fuzzy control; Fuzzy logic; Fuzzy sets; Humans; Mathematical model; Nonlinear control systems; Nonlinear dynamical systems; USA Councils; control; fuzzy logic; inverted pendulum;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man and Cybernetics, 2009. SMC 2009. IEEE International Conference on
Conference_Location
San Antonio, TX
ISSN
1062-922X
Print_ISBN
978-1-4244-2793-2
Electronic_ISBN
1062-922X
Type
conf
DOI
10.1109/ICSMC.2009.5346634
Filename
5346634
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