Barrier Lyapunov Function Based Control of a Flexible Link Co-Robot With Safety Constraints

In this paper, a control design for a flexible link co-robot with safety constraints is proposed. The safety constraints are converted to the constraints on the tip position and velocity. To handle this constrained control problem, a barrier Lyapunov function (BLF) is employed in the control design. The derivative of the logarithmic BLF is more complicated compared with the derivative of a quadratic Lyapunov function, which makes the problem of “explosion of terms” more serious. Thus, the dynamic surface control is used to deal with the problem. Furthermore, an extended state observer is adopted to estimate and compensate the uncertainty and disturbance in the system. The stability analysis via the singular perturbation theory shows the local practical exponential stability of the system. Simulation results indicate that the control performance is guaranteed without violation of the constraints.

[1]  Yu She,et al.  Design and Modeling of a Compliant Link for Inherently Safe Corobots , 2018 .

[2]  Changyin Sun,et al.  Neural Network Control of a Flexible Robotic Manipulator Using the Lumped Spring-Mass Model , 2017, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

[3]  Wei He,et al.  Adaptive boundary control of a flexible manipulator with input saturation , 2016, Int. J. Control.

[4]  Yu She,et al.  Dynamic modeling of a 2D compliant link for safety evaluation in human-robot interactions , 2015, 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

[5]  Haoyong Yu,et al.  Dynamic surface control via singular perturbation analysis , 2015, Autom..

[6]  Sami Haddadin,et al.  Towards Safe Robots - Approaching Asimov's 1st Law , 2013, Springer Tracts in Advanced Robotics.

[7]  Linjun Zhang,et al.  Adaptive boundary control for flexible two-link manipulator based on partial differential equation dynamic model , 2013 .

[8]  Bao-Zhu Guo,et al.  On the convergence of an extended state observer for nonlinear systems with uncertainty , 2011, Syst. Control. Lett..

[9]  Alin Albu-Schäffer,et al.  Requirements for Safe Robots: Measurements, Analysis and New Insights , 2009, Int. J. Robotics Res..

[10]  Farzad Towhidkhah,et al.  Constrained incremental predictive controller design for a flexible joint robot. , 2009, ISA transactions.

[11]  Jonathan Becedas,et al.  Adaptive Controller for Single-Link Flexible Manipulators Based on Algebraic Identification and Generalized Proportional Integral Control , 2009, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[12]  Francis Eng Hock Tay,et al.  Barrier Lyapunov Functions for the control of output-constrained nonlinear systems , 2009, Autom..

[13]  Jingqing Han,et al.  From PID to Active Disturbance Rejection Control , 2009, IEEE Trans. Ind. Electron..

[14]  Zhiqiang Gao,et al.  A Stability Study of the Active Disturbance Rejection Control Problem by a Singular Perturbation Approach , 2009 .

[15]  Alessandro De Luca,et al.  Collision detection and reaction: A contribution to safe physical Human-Robot Interaction , 2008, 2008 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[16]  Zhiqiang Gao,et al.  On stability analysis of active disturbance rejection control for nonlinear time-varying plants with unknown dynamics , 2007, 2007 46th IEEE Conference on Decision and Control.

[17]  Tewfik Sari,et al.  Singular Perturbation Methods in Control Theory , 2006 .

[18]  So-Ryeok Oh,et al.  A reference governor-based controller for a cable robot under input constraints , 2005, IEEE Transactions on Control Systems Technology.

[19]  M. Gokasan,et al.  Partial feedback linearization control of a single flexible link robot manipulator , 2005, Proceedings of 2nd International Conference on Recent Advances in Space Technologies, 2005. RAST 2005..

[20]  Swaroop Darbha,et al.  Dynamic surface control for a class of nonlinear systems , 2000, IEEE Trans. Autom. Control..

[21]  Shuzhi Sam Ge,et al.  Simulation studies of tip tracking control of a single-link flexible robot based on a lumped model , 1999, Robotica.

[22]  G. Zhu Tip Tracking Control of a Single-Link Flexible Robot : A Backstepping Approach , 1997 .

[23]  J. E. Colgate,et al.  Cobots: Robots for Collaboration With Human Operators , 1996, Dynamic Systems and Control.