Skip to main content

A Taylor-Based Continuation Method for the Determination and Classification of Robot Singularities

  • Chapter
  • First Online:
Advances in Robot Kinematics 2016

Part of the book series: Springer Proceedings in Advanced Robotics ((SPAR,volume 4))

  • 2021 Accesses

Abstract

Robot design in contexts such as computer-assisted medical interventions remains challenging. Compact, dexterous mechanisms with particular mobilities are needed, the synthesis of which requires a systematic evaluation of workspace and singular positions. The evaluation of singular positions and their classification are still difficult to perform in a systematic manner. In this paper, an automated method is presented and evaluated on a complex planar mechanism. A higher-order continuation method is used to provide continuous and accurate representation of singular locii. Classification is then performed by testing all the existing singularity types through a direct evaluation. Only the mechanism loop-closure equations are required thanks to automatic differentiation and the Diamanlab software developed for use of continuation. The evaluation of the method shows promising results.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 109.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Notes

  1. 1.

    Stands for Différentiation Automatique de la Méthode Asymptotique Numérique Typée.

References

  1. Bohigas, O., Zlatanov, D., Manubens, M., Ros, L.: On the numerical classification of the singularities of robot manipulators. In: ASME 2012 International Design Engineering Technical Conferences, pp. 1287–1296 (2012)

    Google Scholar 

  2. Charpentier, I.: On higher-order differentiation in nonlinear mechanics. Optim. Methods Softw. 27, 221–232 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  3. Gosselin, C., Angeles, J.: Singularity analysis of closed-loop kinematic chains. IEEE Trans. Robot. Autom. 6(3), 281–290 (1990)

    Article  Google Scholar 

  4. Hascoet, L., Pascual, V.: The Tapenade automatic differentiation tool: principles, model, and specification. ACM Trans. Math. Softw. 39, 20:1–20:43 (2013)

    Article  MathSciNet  MATH  Google Scholar 

  5. Haug, E.J., Luh, C.M., Adkins, F.A., Wang, J.Y.: Numerical algorithms for mapping boundaries of manipulator workspaces. ASME J. Mech. Design 118, 228–234 (1996)

    Article  Google Scholar 

  6. Hentz, G., Charpentier, I., Renaud, P.: Higher-order continuation for the determination of robot workspace boundaries. Comptes Rendus Mécanique 344(2), 95–101 (2016)

    Article  Google Scholar 

  7. Merlet, J.P.: A formal-numerical approach for robust in-workspace singularity detection. IEEE Trans. Robot. 23(3), 393–402 (2007)

    Article  Google Scholar 

  8. Park, F., Kim, J.W.: Singularity analysis of closed kinematic chains. J. Mech. Design 121(1), 32–38 (1999)

    Article  Google Scholar 

  9. Seydel, R.: Practical Bifurcation and Stability Analysis, 3rd edn. Springer, Berlin (2009)

    MATH  Google Scholar 

  10. Zlatanov, D., Fenton, R.G., Benhabib, B.: A unifying framework for classification and interpretation of mechanism singularities. ASME J. Mech. Design 117(4), 566–572 (1995)

    Article  Google Scholar 

Download references

Acknowledgements

This work was supported by the French government research program Investissements d’avenir through the Robotex Equipment of Excellence (ANR-10-EQPX-44).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Gauthier Hentz .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2018 Springer International Publishing AG

About this chapter

Cite this chapter

Hentz, G., Charpentier, I., Rubbert, L., Renaud, P. (2018). A Taylor-Based Continuation Method for the Determination and Classification of Robot Singularities. In: Lenarčič, J., Merlet, JP. (eds) Advances in Robot Kinematics 2016. Springer Proceedings in Advanced Robotics, vol 4. Springer, Cham. https://doi.org/10.1007/978-3-319-56802-7_43

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-56802-7_43

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-56801-0

  • Online ISBN: 978-3-319-56802-7

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics