Title :
Lyapunov rule-based fuzzy control and chaotic anti-control for flexible joint system and analysis of chaotic signal existence effectiveness with experimental validation
Author :
Rafiee Sandgani, Mohsen ; Aliyari Shoorehdeli, Mahdi
Author_Institution :
Dept. of Control Eng., K.N. Toosi Univ. of Technol., Tehran, Iran
Abstract :
This study proposes a novel chaotic anti-control for flexible joint system. The proposed controller is composed of a Lyapunov rule-based fuzzy control and chaotic anti-control for target tracking of the flexible joint manipulator. Chaotic signal is used to study the effect of anti-control to reduce the deflection of flexible joint system and control signal energy. For this purposes the flexible joint has been synchronized with chaotic Lorenz system. In this study on of the Lorenz parameters is changed to analysis the effect of chaotic signals. The results of the proposed approach shows in terms of level of vibration reduction and energy consumption of control signal, we could find an optimum point based on value of Lorenz system parameter. Finally, the efficacy of the proposed method and results of existence of different nonlinearity behavior is validated through experiments on QUANSER´s flexible-joint manipulator.
Keywords :
Lyapunov methods; chaos; control nonlinearities; flexible manipulators; fuzzy control; knowledge based systems; nonlinear control systems; optimal control; synchronisation; vibration control; Lorenz parameters; Lyapunov rule-based fuzzy control; QUANSER flexible-joint manipulator; chaotic Lorenz system; chaotic anticontrol; chaotic signal existence effectiveness analysis; control signal energy; different nonlinearity behavior; energy consumption; flexible joint manipulator; flexible joint system; optimum point finding; synchronization; vibration reduction; Flexible joint; Fuzzy Control; Lorenz chaotic system; Lyapunov function; anti-control; synchronization;
Conference_Titel :
Fuzzy Systems (IFSC), 2013 13th Iranian Conference on
Conference_Location :
Qazvin
Print_ISBN :
978-1-4799-1227-8
DOI :
10.1109/IFSC.2013.6675642