Adaptive friction compensation of servo mechanisms

Adaptive friction compensation is investigated using both model-based and neural network (non-model-based) parameterization techniques. Intensive computer simulations are carried out to show the effectiveness of the proposed control techniques, and to illustrate the effects of certain system parameters on the performance of the closed-loop system.

[1]  P. Dahl A Solid Friction Model , 1968 .

[2]  Romeo Ortega,et al.  Passivity-based Control of Euler-Lagrange Systems , 1998 .

[3]  Bernard Friedland,et al.  On the Modeling and Simulation of Friction , 1990, 1990 American Control Conference.

[4]  Hong Chen,et al.  Approximation capability to functions of several variables, nonlinear functionals, and operators by radial basis function neural networks , 1993, IEEE Trans. Neural Networks.

[5]  Kathleen M. Misovec Friction compensation using adaptive non-linear control with persistent excitation , 1999 .

[6]  Carlos Canudas de Wit,et al.  A modified EW-RLS algorithm for systems with bounded disturbances , 1990, Autom..

[7]  Frank L. Lewis,et al.  Reinforcement adaptive learning neural-net-based friction compensation control for high speed and precision , 2000, IEEE Trans. Control. Syst. Technol..

[8]  F. Girosi,et al.  Networks for approximation and learning , 1990, Proc. IEEE.

[9]  A. Tustin,et al.  The effects of backlash and of speed-dependent friction on the stability of closed-cycle control systems , 1947 .

[10]  Dean Karnopp,et al.  Computer simulation of stick-slip friction in mechanical dynamic systems , 1985 .

[11]  Carlos Canudas de Wit,et al.  Adaptive friction compensation with partially known dynamic friction model , 1997 .

[12]  Carlos Canudas de Wit,et al.  Adaptive Friction Compensation in Robot Manipulators: Low Velocities , 1991, Int. J. Robotics Res..

[13]  Shuzhi Sam Ge,et al.  Adaptive NN control of dynamic systems with unknown dynamic friction , 2000, Proceedings of the 39th IEEE Conference on Decision and Control (Cat. No.00CH37187).

[14]  Romeo Ortega,et al.  Necessary and sufficient conditions for passivity of the lugre friction model 1 , 1999 .

[15]  Carlos Canudas de Wit,et al.  A survey of models, analysis tools and compensation methods for the control of machines with friction , 1994, Autom..

[16]  Tao Zhang,et al.  Nonlinear adaptive control using neural networks and its application to CSTR systems , 1999 .

[17]  Anuradha M. Annaswamy,et al.  Adaptive control of continuous time systems with convex/concave parametrization , 1998, Autom..

[18]  Clark J. Radcliffe,et al.  Robust nonlinear stick-slip friction compensation , 1991 .

[19]  P. Dupont Avoiding stick-slip through PD control , 1994, IEEE Trans. Autom. Control..

[20]  A. Soom,et al.  Friction at a Lubricated Line Contact Operating at Oscillating Sliding Velocities , 1990 .

[21]  Frank L. Lewis,et al.  Multilayer neural-net robot controller with guaranteed tracking performance , 1996, IEEE Trans. Neural Networks.

[22]  D. Pavelescu,et al.  The friction-speed relation and its influence on the critical velocity of stick-slip motion , 1982 .

[23]  Carlos Canudas de Wit,et al.  Friction Models and Friction Compensation , 1998, Eur. J. Control.

[24]  Brian Armstrong-Hélouvry,et al.  Stick-slip arising from Stribeck friction , 1990, Proceedings., IEEE International Conference on Robotics and Automation.

[25]  Tao Zhang,et al.  Design and performance analysis of a direct adaptive controller for nonlinear systems , 1999, Autom..

[26]  C. Canudas de Wit,et al.  Adaptive friction compensation for systems with generalized velocity/position friction dependency , 1997, Proceedings of the 36th IEEE Conference on Decision and Control.

[27]  Ioannis Kanellakopoulos,et al.  Adaptive nonlinear friction compensation with parametric uncertainties , 1999, Proceedings of the 1999 American Control Conference (Cat. No. 99CH36251).

[28]  Carlos Canudas de Wit,et al.  Adaptive friction compensation in DC motor drives , 1986, Proceedings. 1986 IEEE International Conference on Robotics and Automation.

[29]  Brian Armstrong,et al.  PID control in the presence of static friction: A comparison of algebraic and describing function analysis , 1996, Autom..

[30]  L. Cai,et al.  Joint stick-slip friction compensation of robot manipulators by using smooth robust controllers , 1994, J. Field Robotics.

[31]  Bernard Friedland,et al.  On adaptive friction compensation , 1992 .

[32]  Anuradha M. Annaswamy,et al.  Friction compensation using adaptive nonlinear control with persistent excitation , 1998, Proceedings of the 1998 American Control Conference. ACC (IEEE Cat. No.98CH36207).

[33]  Brian Armstrong,et al.  Friction: experimental determination, modeling and compensation , 1988, Proceedings. 1988 IEEE International Conference on Robotics and Automation.

[34]  Carlos Canudas de Wit,et al.  A new model for control of systems with friction , 1995, IEEE Trans. Autom. Control..

[35]  Petros A. Ioannou,et al.  A Robust Adaptive Nonlinear Control Design , 1993 .