Singular perturbation approach to trajectory tracking of flexible robot with joint elasticity

The control problem of a robot manipulator with flexures both in the links and joints was investigated using the singular perturbation technique. Owing to the combined efects of the link and joint jlexibilities, the dynamics of this type of manipulator become more complex and under-actuated leading to a challenging control task. The singular perturbation being a successful technique for solving control problems with under-actuation was exploited to obtain simpler subsystems with two-time-scale separation, thus enabling easier design of subcontrollers. Furthermore, simultaneous tracking and suppression of vibration of the link andjoint of the manipulator is possible by application of the composite controller, i.e. the superposition of both subcontrol actions. In the first instance, the design of a composite controller was based on a computed torque control for slow dynamics and linear-quadratic fast control. Later, to obtain an improved control performance under model uncertainty, the composite control action was achieved using the radial basis function neural network for the slow control and a linear-quadratic fast control. It was confirmed through numerical simulations that the proposed singular perturbation controllers suppress the joint and link vibrations of the manipulator satisfactorily while a perfect trajectory tracking was achieved.

[1]  Shuzhi Sam Ge,et al.  Model-free regulation of multi-link smart materials robots , 2001 .

[2]  Rajnikant V. Patel,et al.  An integral manifold approach for tip-position tracking of flexible multi-link manipulators , 1997, IEEE Trans. Robotics Autom..

[3]  Khashayar Khorasani Adaptive control of flexible joint robots , 1991, Proceedings. 1991 IEEE International Conference on Robotics and Automation.

[4]  Frank L. Lewis,et al.  Neural net robot controller with guaranteed tracking performance , 1995, IEEE Trans. Neural Networks.

[5]  Shuzhi Sam Ge Adaptive controller design for flexible joint manipulators , 1996, Autom..

[6]  Yuanchun Li,et al.  Experimental study for trajectory tracking of a two-link flexible manipulator , 2000, Int. J. Syst. Sci..

[7]  Bruno Siciliano,et al.  A Singular Perturbation Approach to Control of Lightweight Flexible Manipulators , 1988, Int. J. Robotics Res..

[8]  R. Nadira,et al.  A Finite Element/Lagrange Approach to Modeling Lightweight Flexible Manipulators , 1986 .

[9]  Shuzhi Sam Ge,et al.  Adaptive Neural Network Controller Design for Flexible Joint Robots using Singular Perturbation Technique , 1995 .

[10]  Bruno Siciliano,et al.  Output Feedback Two-Time Scale Control of Multilink Flexible Arms , 1992 .

[11]  Robert M. Sanner,et al.  Gaussian Networks for Direct Adaptive Control , 1991, 1991 American Control Conference.

[12]  B. V. Chapnik,et al.  Modeling impact on a one-link flexible robotic arm , 1991, IEEE Trans. Robotics Autom..

[13]  Lih-Chang Lin,et al.  Motor-based control of manipulators with flexible joints and links , 1990, Proceedings., IEEE International Conference on Robotics and Automation.

[14]  Frank L. Lewis,et al.  Flexible-link robot arm control by a feedback linearization/singular perturbation approach , 1994, J. Field Robotics.

[15]  M. Spong Modeling and Control of Elastic Joint Robots , 1987 .

[16]  Leonard Meirovitch,et al.  Elements Of Vibration Analysis , 1986 .

[17]  Shuzhi Sam Ge,et al.  Adaptive Neural Network Control of Robotic Manipulators , 1999, World Scientific Series in Robotics and Intelligent Systems.

[18]  Rajnikant V. Patel,et al.  End-point control of a flexible-link manipulator: theory and experiments , 1997, IEEE Trans. Control. Syst. Technol..

[19]  Simon Haykin,et al.  Neural Networks: A Comprehensive Foundation , 1998 .

[20]  Yueh-Jaw Lin,et al.  Formulation and control of robots with link and joint flexibility , 1993, Robotica.

[21]  P. Kokotovic Applications of Singular Perturbation Techniques to Control Problems , 1984 .

[22]  Sabri Cetinkunt,et al.  Closed-Loop Behavior of a Feedback-Controlled Flexible Arm: A Comparative Study , 1991, Int. J. Robotics Res..

[23]  Yau-Zen Chang,et al.  On the adaptive control of flexible joint robots , 1992, Autom..

[24]  Petar V. Kokotovic,et al.  Singular perturbations and time-scale methods in control theory: Survey 1976-1983 , 1982, Autom..

[25]  Yannick Aoustin,et al.  Experimental results for the end-effector control of a single flexible robotic arm , 1994, IEEE Trans. Control. Syst. Technol..

[26]  Max Donath,et al.  Dynamic model of a one-link robot manipulator with both structural and joint flexibility , 1988, Proceedings. 1988 IEEE International Conference on Robotics and Automation.

[27]  Mark W. Spong,et al.  Adaptive control of flexible-joint manipulators , 1989, IEEE Control Systems Magazine.

[28]  Jooyoung Park,et al.  Universal Approximation Using Radial-Basis-Function Networks , 1991, Neural Computation.

[29]  Eduardo Bayo,et al.  A finite-element approach to control the end-point motion of a single-link flexible robot , 1987, J. Field Robotics.

[30]  Louis J. Everett,et al.  An extension of Kane's method for deriving equations of motion of flexible manipulators , 1989, Proceedings, 1989 International Conference on Robotics and Automation.

[31]  Y. Aoustin,et al.  The singular perturbation control of a two-flexible-link robot , 1993, [1993] Proceedings IEEE International Conference on Robotics and Automation.