Self-Calibration for an Object Integrative Handling System

The cooperative manipulation of rigid objects with multiple robotic arms leads to redundant actuation, which is a challenging configuration for the robot control. The object is connected to multiple robotic arms and integrated into the kinematic structure, resulting in a Re-Configuration for each handling task. A recent example of this object integration is the investigated PARARIP handling system. Inaccuracies of the robotic arms and tolerances of the object lead to deviations of the grasp points at the object and inadequate object positioning. Today's control and calibration approaches, however, do not target the identification of the uncertain grasp points. Accordingly, a self-calibration procedure for the object integrative handling system is developed to identify the actual grasp points at the object. It is based on the combination of direct and inverse kinematic calculations. The aim of the paper is to evaluate redundant sensor-information of cooperating robotic arms to identify the actual grasp points at the integrated object, to increase the system accuracy and to limit the impact of the coupling effects. The sensitivity and influencing factors of the method were investigated and verified in simulations. The results show that the available redundant sensor information for object integrative robots or handling systems can be used to identify the grasp points at the object and compensate the internal inaccuracies automatically.

[1]  Ilian A. Bonev,et al.  Performances of observability indices for industrial robot calibration , 2016, 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

[2]  Aude Billard,et al.  Coordinated multi-arm motion planning: Reaching for moving objects in the face of uncertainty , 2016, Robotics: Science and Systems.

[3]  Ilian A. Bonev,et al.  Use of a Force-Torque Sensor for Self-Calibration of a 6-DOF Medical Robot , 2016, Sensors.

[4]  Yiannis Karayiannidis,et al.  Folding assembly by means of dual-arm robotic manipulation , 2016, 2016 IEEE International Conference on Robotics and Automation (ICRA).

[5]  Guanglong Du,et al.  Online robot auto-calibration using IMU with CMAC and EKF , 2015, 2015 IEEE International Conference on Cyber Technology in Automation, Control, and Intelligent Systems (CYBER).

[6]  Ilian A. Bonev,et al.  Absolute accuracy analysis and improvement of a hybrid 6-DOF medical robot , 2015, Ind. Robot.

[7]  Ilian A. Bonev,et al.  Comparison of the efficiency of five observability indices for robot calibration , 2013 .

[8]  Zuren Feng,et al.  Calibration of parallel robots based on orientation constraint and total least squares approach , 2013, 2013 IEEE International Conference on Information and Automation (ICIA).

[9]  Takaaki Oiwa,et al.  A Calibration Method for a Three-Degrees-of-Freedom Parallel Manipulator with a Redundant Passive Chain , 2012 .

[10]  Jorge Santolaria,et al.  An Overview of Kinematic and Calibration Models Using Internal/External Sensors or Constraints to Improve the Behavior of Spatial Parallel Mechanisms , 2010, Sensors.

[11]  Yu Liu,et al.  Self-calibration of a Stewart Parallel Robot with a Laserranger , 2010, ICIRA.

[12]  Gaël Dipl.-Ing. Ecorchard,et al.  Static Accuracy Enhancement of Redundantly Actuated Parallel Kinematic Machine Tools , 2010 .

[13]  Xiao-Dong Ren,et al.  A new calibration method for parallel kinematics machine tools using orientation constraint , 2009 .

[14]  Yu Sun,et al.  Observability index selection for robot calibration , 2008, 2008 IEEE International Conference on Robotics and Automation.

[15]  Guilin Yang,et al.  Self-Calibration of a Biologically Inspired 7 DOF Cable-Driven Robotic Arm , 2008, IEEE/ASME Transactions on Mechatronics.

[16]  Patrick Maurine,et al.  Self-calibration of delta parallel robots with elastic deformation compensation , 2005, 2005 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[17]  Jeffrey C. Lagarias,et al.  Convergence Properties of the Nelder-Mead Simplex Method in Low Dimensions , 1998, SIAM J. Optim..

[18]  Hanqi Zhuang,et al.  Self-calibration of parallel mechanisms with a case study on Stewart platforms , 1997, IEEE Trans. Robotics Autom..

[19]  Robert G. Bonitz,et al.  Calibrating a multi-manipulator robotic system , 1997, IEEE Robotics Autom. Mag..

[20]  John M. Hollerbach,et al.  The noise amplification index for optimal pose selection in robot calibration , 1996, Proceedings of IEEE International Conference on Robotics and Automation.

[21]  John M. Hollerbach,et al.  Closed-loop kinematic calibration of the RSI 6-DOF hand controller , 1993, [1993] Proceedings IEEE International Conference on Robotics and Automation.

[22]  John M. Hollerbach,et al.  Autonomous calibration of single-loop closed kinematic chains formed by manipulators with passive endpoint constraints , 1991, IEEE Trans. Robotics Autom..

[23]  Chia-Hsiang Menq,et al.  Determination of Optimal Measurement Configurations for Robot Calibration Based on Observability Measure , 1991, Int. J. Robotics Res..

[24]  Morris Driels,et al.  Significance of observation strategy on the design of robot calibration experiments , 1990, J. Field Robotics.

[25]  Chia-Hsiang Menq,et al.  Experimental study of observability of parameter errors in robot calibration , 1989, Proceedings, 1989 International Conference on Robotics and Automation.

[26]  A. Laub,et al.  The singular value decomposition: Its computation and some applications , 1980 .

[27]  B. Corves,et al.  Flexible Bauteilhandhabung auf Basis einer rekonfigurierbaren parallelkinematischen Struktur , 2014 .

[28]  Sotiris Makris,et al.  Robotized Assembly Process Using Dual Arm Robot , 2014 .

[29]  George Chryssolouris,et al.  Design and simulation of assembly systems with mobile robots , 2014 .

[30]  Andreas Müller,et al.  Self-Calibration of Redundantly Actuated PKM Based on Motion Reversal Points , 2012, ARK.

[31]  George Chryssolouris,et al.  Cooperating Robots for Reconfigurable Assembly Operations: Review and Challenges , 2012 .

[32]  Jörg Krüger,et al.  Dual arm robot for flexible and cooperative assembly , 2011 .

[33]  Leila Notash,et al.  Comparison of Pose Selection Criteria for Kinematic Calibration through Simulation , 2009 .