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Free Shape Paths in
  Industrial Robots
•Date: Octoer, 2012                 Conference: 38th Annual Conference of
•Linked to: AESOP                   the IEEE Industrial Electronics Society

                                    Title of the paper: Free Shape Paths in
                                    Industrial Robots

                                    Authors: Luis E. Gonzalez Moctezuma,
                                    Andrei Lobov, Jose L. Martinez Lastra
Contact information
Tampere University of Technology,
FAST Laboratory,
P.O. Box 600,
FIN-33101 Tampere,                  If you would like to receive a reprint of
Finland                             the original paper, please contact us
Email: fast@tut.fi
www.tut.fi/fast
Free Shape Paths in
 Industrial Robots

Authors: Luis E. Gonzalez Moctezuma, Andrei Lobov,
               Jose L. Martinez Lastra

         Tampere University of Technology
     Factory Automation Systems and Technology Lab

          IECON 2012, Montreal, Canada
                 25-28.10.2012
Outline
•   Motivation
•   Bezier curves
•   Curve approximation: arc and linear segments
•   Comparison
•   Implementation
•   Conclusions



                                     17.01.13   3
Motivation (1/2)
• 2008: 1.3 million of industrial robots
• Simple movements in industrial robots
  – Linear
  – Circular
• Need for free shape paths in robotic applications:
  – Welding
  – Fluid dispensing
  – Painting processes
  – Interaction and cooperation with humans
                                         17.01.13      4
Motivation (2/2)
• How to enable standard industrial robots to
  perform free shape paths?




                                     17.01.13   5
Bezier curves (1/2)
• Introduced by Pierre Bezier – Renault
• Curves described by a parametric function




                                    17.01.13   6
Bezier curves (2/2)
• Control, flexibility, intuitive
• Use and tools in:
   – Industrial design
   – CAD
   – 3D modelling
   – Vector-based drawing



                                    17.01.13   7
Approximation by arc
 segments
• Implementation of algorithm proposed by:
 Riskus, Aleksas. “Approximation of a Cubic Bezier Curve
 by Circular Arcs and Viceversa”
  – Find inflection points (curvature change in sign)
  – Segments subdivided to reach biarcs <90°




                                             17.01.13      8
Approximation by linear
segments
• 1) Evaluate directly on the polynomial
  function: Numerically unstable
• 2) Use the De Casteljau algorithm
  – Uses parameter t
  – and Bezier descriptors
  Numerically stable




                                      17.01.13   9
Comparison: arc Vs linear
segments


                              *




              *Interpolations can be computed in the
              target (industrial robot controller)
Implementation
• SCARA robot (~15 years old)
• De Casteljau algorithm within the robot
  controller
• Transfer to controller just Bezier descriptors




                                       17.01.13    11
System in action
       Video link




                    17.01.13   12
Conclusions
• Approach to implement free shape paths in generic
  industrial robots.
• Bezier curve descriptors can be storage as
  standard points
• Feasible to implement the Decasteljau algorithm
  within robot controllers
• Current and future industrial robotic applications
  might need free shape path capabilities to
  cooperate with humans and other machines
                                        17.01.13   13
Questions?




             17.01.13   14

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Free Shape Paths in Industrial Robots

  • 1. Free Shape Paths in Industrial Robots •Date: Octoer, 2012 Conference: 38th Annual Conference of •Linked to: AESOP the IEEE Industrial Electronics Society Title of the paper: Free Shape Paths in Industrial Robots Authors: Luis E. Gonzalez Moctezuma, Andrei Lobov, Jose L. Martinez Lastra Contact information Tampere University of Technology, FAST Laboratory, P.O. Box 600, FIN-33101 Tampere, If you would like to receive a reprint of Finland the original paper, please contact us Email: fast@tut.fi www.tut.fi/fast
  • 2. Free Shape Paths in Industrial Robots Authors: Luis E. Gonzalez Moctezuma, Andrei Lobov, Jose L. Martinez Lastra Tampere University of Technology Factory Automation Systems and Technology Lab IECON 2012, Montreal, Canada 25-28.10.2012
  • 3. Outline • Motivation • Bezier curves • Curve approximation: arc and linear segments • Comparison • Implementation • Conclusions 17.01.13 3
  • 4. Motivation (1/2) • 2008: 1.3 million of industrial robots • Simple movements in industrial robots – Linear – Circular • Need for free shape paths in robotic applications: – Welding – Fluid dispensing – Painting processes – Interaction and cooperation with humans 17.01.13 4
  • 5. Motivation (2/2) • How to enable standard industrial robots to perform free shape paths? 17.01.13 5
  • 6. Bezier curves (1/2) • Introduced by Pierre Bezier – Renault • Curves described by a parametric function 17.01.13 6
  • 7. Bezier curves (2/2) • Control, flexibility, intuitive • Use and tools in: – Industrial design – CAD – 3D modelling – Vector-based drawing 17.01.13 7
  • 8. Approximation by arc segments • Implementation of algorithm proposed by: Riskus, Aleksas. “Approximation of a Cubic Bezier Curve by Circular Arcs and Viceversa” – Find inflection points (curvature change in sign) – Segments subdivided to reach biarcs <90° 17.01.13 8
  • 9. Approximation by linear segments • 1) Evaluate directly on the polynomial function: Numerically unstable • 2) Use the De Casteljau algorithm – Uses parameter t – and Bezier descriptors Numerically stable 17.01.13 9
  • 10. Comparison: arc Vs linear segments * *Interpolations can be computed in the target (industrial robot controller)
  • 11. Implementation • SCARA robot (~15 years old) • De Casteljau algorithm within the robot controller • Transfer to controller just Bezier descriptors 17.01.13 11
  • 12. System in action Video link 17.01.13 12
  • 13. Conclusions • Approach to implement free shape paths in generic industrial robots. • Bezier curve descriptors can be storage as standard points • Feasible to implement the Decasteljau algorithm within robot controllers • Current and future industrial robotic applications might need free shape path capabilities to cooperate with humans and other machines 17.01.13 13
  • 14. Questions? 17.01.13 14