Title :
Simultaneous tracking and vibration control of flexible joint manipulator using Laguerre network based composite fast-slow MPC
Author :
Sanila, P. ; Jacob, Jeevamma
Author_Institution :
Dept. of Electr. Eng., Nat. Inst. of Technol. Calicut, Calicut, India
Abstract :
This paper focuses on the design of a Laguerre function based Model Predictive Control (MPC) for simultaneous tracking and vibration control of a flexible joint manipulator. A single link flexible joint manipulator is considered and the dynamic model of the system is derived using Lagrangian approach. The singular perturbation approach is exploited to obtain the two time-scale decomposition of this model. A slow MPC is designed for the slow subsystem for perfect trajectory tracking and a fast MPC is designed for the fast subsystem for vibration suppression of the flexible joint manipulator. The proposed composite control scheme is found to be effective in achieving the twin objectives.
Keywords :
control system synthesis; flexible manipulators; predictive control; stochastic systems; trajectory control; vibration control; Laguerre function based model predictive control design; Laguerre network based composite fast-slow MPC; MPC; composite control scheme; simultaneous tracking control; single link flexible joint manipulator; singular perturbation approach; time-scale decomposition; trajectory tracking; vibration control; Joints; Manipulator dynamics; Mathematical model; Predictive control; Trajectory; Vibrations; Composite control; Flexible joint; Laguerre function; MPC; Singular perturbation;
Conference_Titel :
Signal Processing, Informatics, Communication and Energy Systems (SPICES), 2015 IEEE International Conference on
Conference_Location :
Kozhikode
DOI :
10.1109/SPICES.2015.7091568