Optimization of the robot and positioner motion in a redundant fiber placement workcell

The paper proposes a new methodology to optimize the robot and positioner motions in redundant robotic system for the fiber placement process. It allows user to find time-optimal smooth profiles for the joint variables while taking into account full capacities of the robotic system expressed by the maximum actuated joint velocities and accelerations. In contrast to the previous works, the proposed methodology possesses high computational efficiency and also takes into account the collision constraints. The developed technique is based on conversion of the original continuous problem into a discrete one, where all possible motions of the robot and the positioner are represented as a directed multi-layer graph and the desired time-optimal motions are generated using the dynamic programming that is applied sequentially for the rough and fine search spaces. To adjust the optimization results to the engineering requirements, the obtained trajectories are smoothed using the spline approximation. The advantages of the proposed methodology are confirmed by an application example that deals with a planar fiber placement robotic system.

[1]  K. Potter,et al.  The engineering aspects of automated prepreg layup: History, present and future , 2012 .

[2]  Clémentine Gallet-Hamlyn Multiple-use robots for composite part manufacturing , 2011 .

[3]  Beno Benhabib,et al.  Optimal motion coordination of two robots - a polynomial parameterization approach to trajectory resolution , 1994, J. Field Robotics.

[4]  K. Kazerounian,et al.  Redundancy resolution of serial manipulators based on robot dynamics , 1988 .

[5]  A. Gasparetto,et al.  A technique for time-jerk optimal planning of robot trajectories , 2008 .

[6]  J. Denavit,et al.  A kinematic notation for lower pair mechanisms based on matrices , 1955 .

[7]  Donald L Peiper THE KINEMATICS OF MANIPULATORS UNDER COMPUTER CONTROL , 1968 .

[8]  S. Peters Handbook of Composites , 1998 .

[9]  Dimitri P. Bertsekas,et al.  Dynamic Programming and Optimal Control, Two Volume Set , 1995 .

[10]  J. Bobrow,et al.  Time-Optimal Control of Robotic Manipulators Along Specified Paths , 1985 .

[11]  Yahui Gan,et al.  Off-Line Programming Techniques for Multirobot Cooperation System , 2013 .

[12]  Alessandro Gasparetto,et al.  Path Planning and Trajectory Planning Algorithms: A General Overview , 2015 .

[13]  Jaroslav Mlýnek,et al.  Calculation of the robot trajectory for the optimum directional orientation of fibre placement in the manufacture of composite profile frames , 2015 .

[14]  S. Tsai,et al.  Composite Materials: Design and Applications , 2002 .

[15]  M. Husty,et al.  A new and efficient algorithm for the inverse kinematics of a general serial 6R manipulator , 2007 .

[16]  George Marsh,et al.  Automating aerospace composites production with fibre placement , 2011 .

[17]  Alexandre Dolgui,et al.  Multiobjective optimization of robot motion for laser cutting applications , 2004, Int. J. Comput. Integr. Manuf..

[18]  S. E. Semercigil,et al.  An event-based vibration control for a two-link flexible robotic arm: Numerical and experimental observations , 2008 .

[19]  Jun Ota,et al.  Coordinated motion control of a robot arm and a positioning table with arrangement of multiple goals , 2008, 2008 IEEE International Conference on Robotics and Automation.

[20]  Alexandre Dolgui,et al.  Manipulator motion planning for high-speed robotic laser cutting , 2009 .

[21]  Alessandro De Luca,et al.  Discrete-time redundancy resolution at the velocity level with acceleration/torque optimization properties , 2015, Robotics Auton. Syst..

[22]  Emmanuel Duc,et al.  Tool path smoothing of a redundant machine: Application to Automated Fiber Placement , 2011, Comput. Aided Des..

[23]  Bijan Shirinzadeh,et al.  Trajectory generation for open-contoured structures in robotic fibre placement , 2007 .

[24]  Alexandre Dolgui,et al.  Kinematic aspects of a robot-positioner system in an arc welding application , 2003 .

[25]  Alessandro Gasparetto,et al.  Experimental validation and comparative analysis of optimal time-jerk algorithms for trajectory planning , 2012 .

[26]  Zhou Bo,et al.  Off-line programming system of industrial robot for spraying manufacturing optimization , 2014, Proceedings of the 33rd Chinese Control Conference.

[27]  John J. Craig,et al.  Introduction to Robotics Mechanics and Control , 1986 .

[28]  Ming Cong,et al.  An effective technique to find a robot joint trajectory of minimum global jerk and distance , 2015, 2015 IEEE International Conference on Information and Automation.

[29]  Berend Denkena,et al.  Automated Fiber Placement Head for Manufacturing of Innovative Aerospace Stiffening Structures , 2016 .

[30]  L. Wu,et al.  Redundancy coordination of multiple robotic devices for welding through genetic algorithm , 2000, Robotica.

[31]  Yongbo Wang,et al.  Genetic algorithm trajectory plan optimization for EAMA: EAST Articulated Maintenance Arm , 2016 .

[32]  De Xu,et al.  A survey on path planning algorithms in robotic fibre placement , 2015, The 27th Chinese Control and Decision Conference (2015 CCDC).

[33]  Anatoly Pashkevich Real-Time Inverse Kinematics for Robots with Offset and Reduced Wrist , 1997 .

[34]  Stéphane Caro,et al.  Manipulator Motion Planning in Redundant Robotic System for Fiber Placement Process , 2017 .

[35]  Christian Krombholz,et al.  IMPROVING THE PRODUCTION QUALITY OF THE ADVANCED AUTOMATED FIBER PLACEMENT PROCESS BY MEANS OF ONLINE PATH CORRECTION , 2012 .