Title :
Modified nonlinear predictive control of elastic manipulators
Author_Institution :
Dept. of Mech. Eng., Nevada Univ., Las Vegas, NV, USA
Abstract :
The paper presents an approach to end point control of elastic manipulators based on the nonlinear predictive control theory. For the derivation of the predictive control law, a vector function s is chosen as a linear combination of the trading error,its higher order derivatives, and the integral of the trading error for robustness. A control law is derived by minimizing a quadratic function of the predicted value of s and control torques. This approach avoids the instability of the zero dynamics encountered in the controller design using feedback linearization and variable structure control techniques for end-point control. Simulation results are presented for a one link flexible manipulator to show that in the closed-loop system accurate end point trajectory control and vibration damping can be accomplished in the presence of uncertainty in the system parameters
Keywords :
control system synthesis; flexible structures; manipulators; nonlinear control systems; predictive control; quadratic programming; robust control; 1-link flexible manipulator; closed-loop system; controller design; elastic manipulators; end-point control; end-point trajectory control; feedback linearization; modified nonlinear predictive control; quadratic function minimization; robustness; trading error; uncertainty; variable structure control techniques; vector function; vibration damping; zero dynamics; Damping; Error correction; Linear feedback control systems; Manipulator dynamics; Predictive control; Robust control; Torque control; Uncertainty; Vectors; Vibration control;
Conference_Titel :
Robotics and Automation, 1996. Proceedings., 1996 IEEE International Conference on
Conference_Location :
Minneapolis, MN
Print_ISBN :
0-7803-2988-0
DOI :
10.1109/ROBOT.1996.506180