Title :
Evaluation of reduced-order controllers on a two-link flexible manipulator
Author :
Bossert, David ; Ly, Uy-Loi ; Vagners, Juris
Author_Institution :
Washington Univ., Seattle, WA, USA
Abstract :
This paper examines the synthesis of various robust controllers for command tracking of trajectories that excite many of the arm dynamics. The model used for all the designs is a 20 degree of freedom lumped-spring-mass-damper model of 40th order which is reduced to 18th order by balanced truncation. First, a standard linear quadratic Gaussian (LQG) controller is designed and tested, and robustness at the control loop is recovered with a loop transfer recovery (LQG/LTR) controller design. Next, loop transfer recovery (LTR) based on the special coordinate basis analysis of the plant is covered. In order to make the LQG/LTR and LTR controllers more practical, controller reduction is applied using modal residualization and balanced truncation. Next, a 4th order SANDY direct optimization design is covered and experimentally evaluated. Finally, the performance of all the controllers is evaluated experimentally along a nominal trajectory. Results show that the lower order controllers can provide comparable performance to the full-order controllers
Keywords :
control system analysis; linear quadratic Gaussian control; manipulator dynamics; reduced order systems; robust control; tracking; 4th order SANDY direct optimization design; arm dynamics; balanced truncation; command tracking; controller reduction; full-order controllers; linear quadratic Gaussian controller; loop transfer recovery; lumped-spring-mass-damper model; modal residualization; reduced-order controllers; robust controllers; robustness; special coordinate basis analysis; two-link flexible manipulator; Design optimization; Elbow; Linear feedback control systems; Manipulator dynamics; Orbital robotics; Robot kinematics; Robust control; Robustness; Testing; Trajectory;
Conference_Titel :
American Control Conference, Proceedings of the 1995
Conference_Location :
Seattle, WA
Print_ISBN :
0-7803-2445-5
DOI :
10.1109/ACC.1995.532222