Title :
Trajectory tracking of 3-PRR parallel manipulator with PI Adaptive fuzzy terminal sliding mode controller
Author :
Javid, G. ; Akbarzadeh-T, Mohammad-R ; Akbarzadeh, Alireza ; Nabavi, S.N.
Author_Institution :
Electical Eng. Dept., Ferdowsi Univ. of Mashhad, Mashhad, Iran
Abstract :
The complex dynamics and parametric uncertainties of parallel manipulator are great challenges from the perspective of controller design. Due to this complexity, only basic controllers are applied that are heuristic based and do not require an accurate model. This paper proposes the use of a novel PI-Adaptive fuzzy terminal sliding mode controller (PIAFTSMC)for trajectory tracking of 3-PRR parallel manipulators. This controller consists of a MIMO fuzzy controller, a terminal sliding mode controller, a PI controller and an adaptation law. The proposed controller has several advantages, it does not require an accurate system model, decreases chattering of input controller, reduces system tracking error to zero in finite time and simultaneously adjusts both parameters of the fuzzy rule-base as well as the PI controller to reach a good performance against external disturbances.
Keywords :
MIMO systems; PI control; adaptive control; control system synthesis; fuzzy control; fuzzy reasoning; manipulator dynamics; trajectory control; uncertain systems; variable structure systems; 3-PRR parallel manipulator; MIMO fuzzy controller; PI adaptive fuzzy terminal sliding mode controller design; PIAFTSMC; adaptation law; complex dynamics; external disturbances; fuzzy rule-base; heuristic-based controllers; input controller chattering reduction; parametric uncertainties; system trajectory tracking error reduction; Actuators; Fuzzy systems; MIMO; Manipulator dynamics; Sliding mode control; 3-PRR parallel manipulator; PI Adaptive fuzzy terminal sliding mode controller (PIAFTSMC); Terminal sliding mode;
Conference_Titel :
Computer and Knowledge Engineering (ICCKE), 2011 1st International eConference on
Conference_Location :
Mashhad
Print_ISBN :
978-1-4673-5712-8
DOI :
10.1109/ICCKE.2011.6413343