Skip to main content

Design Optimization of a Cable-Driven Parallel Robot in Upper Arm Training-Rehabilitation Processes

  • Conference paper
  • First Online:
Multibody Mechatronic Systems (MuSMe 2017)

Part of the book series: Mechanisms and Machine Science ((Mechan. Machine Science,volume 54))

Included in the following conference series:

Abstract

This paper presents an optimized design of a cable driven parallel manipulator which is intended in rehabilitation or exercise of patients with shoulder problems like illness, traumatic events or for the elderly who need to exercise their limbs. Cable based parallel manipulators have characteristics that make them suitable for rehabilitation-exercise purposes like large workspace, re-configurable architecture, portability and low cost. From these purposes, upper-limb movements are analyzed and different prescribed workspaces are defined. After kinematic and wrench analysis, the Jacobian matrix of the cable driven manipulator is derived, which is used as a quantitative representation of dexterity along the workspace. An optimization model is presented to simultaneously fulfill the prescribed workspace and to improve dexterity by selecting proper length cables and other structural parameters. Numerical examples delineate effectiveness of an Estimation of Distribution Algorithm (EDA), where correlation among variables are inserted in the optimization process.

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 169.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 219.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 219.99
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

References

  1. Kollet, K.W., Potash, R.L., Potash, R.J.: Exercise system for physical rehabilitation and fitness. US PATENT 20140135174A1 (2014)

    Google Scholar 

  2. Bhugra, K., Smith, J.: Exoskeleton for gait assistance and rehabilitation. US PATENT WO 2013019749 A (2012)

    Google Scholar 

  3. Scholz, J., Agrawal, S., Mao, Y.: Wearable cable-driven exoskeleton for functional arm training. US PATENT 9144528 B2 (2015)

    Google Scholar 

  4. Ceccarelli, M.: Fundamentals of Mechanics of Robotic Manipulation. Springer, Netherlands (2004)

    Book  MATH  Google Scholar 

  5. Rosati, G., Gallina, P., Masiero, S., Rossi, A.: Design of a new 5 d.o.f. wire-based robot for rehabilitation. In: Proceedings of the 2005 IEEE 9th International Conference on Rehabilitation Robotics, Chicago, pp. 430–433 (2005)

    Google Scholar 

  6. Pei, Y., Kim, Y., Member, S., Obinata, G., Member, S., Hase, K., Stefanov, D., Member, S.: Trajectory planning of a robot for lower limb rehabilitation. In: 33rd Annual International Conference of the IEEE EMBS, Boston, pp. 1259–1263 (2011)

    Google Scholar 

  7. Ceccarelli, M.: Problems and experiences on cable-based service robots for physiother- apy applications. New Trends Med. Serv. Robots 16(4), 27–42 (2013)

    Google Scholar 

  8. Mayhew, D., Bachrach, B., Rymer, W.Z., Beer, R.F.: Development of the MACARM a novel cable robot for upper limb neurorehabilitation. In: Proceedings of the 2005 IEEE 9th International Conference on Rehabilitation Robotics, Chicago, pp. 299–302 (2005)

    Google Scholar 

  9. John, M.R.S., Thomas, N., Sivakumar, V.P.R.: Design and development of cable driven upper limb exoskeleton for arm rehabilitation. Int. J. Sci. Eng. Res. 7(3), 1432–1440 (2016)

    Google Scholar 

  10. Carbone, G., Cavero, C.A., Ceccarelli, M., Altuzarra, O.: A Study of Feasibility for a Limb Exercising Device, pp. 11–21. Springer, Cham (2017)

    Google Scholar 

  11. Ceccarelli, M., Romdhane, L.: Design issues for human-machine platform interface in cable-based parallel manipulators for physiotherapy applications. J. Zhejiang Univ. Sci. A 11(4), 231–239 (2010)

    Article  Google Scholar 

  12. Loureiro, R.C.V., Collin, C.F., Harwin, W.S.: Robot aided therapy: challenges ahead for upper limb stroke rehabilitation. In: Proceedings of the 5th International Conference on Disability, Virtual Reality and Associated technology, no. 1999, pp. 33–39 (2004)

    Google Scholar 

  13. Hernandez, E.E., Valdez, S.-I., Ceccarelli, M., Hernandez, A., Botello, S.: Design optimization of a cable-based parallel tracking system by using evolutionary algorithms. Robotica 33(3), 599–610 (2015)

    Article  Google Scholar 

  14. Zhang, Q., Mühlenbein, H.: On the convergence of a class of estimation of distribution algorithms. IEEE Trans. Evol. Comput. 8(2), 127–136 (2004)

    Article  Google Scholar 

  15. Larrañaga, P., Lozano, J.A.: Estimation of Distribution Algorithms: A New Tool for Evolutionary Computation. Kluwer Academic Publishers, Norwell (2001)

    MATH  Google Scholar 

  16. Valdez, S.I., Hernández, A., Botello, S.: A Boltzmann based estimation of distribution algorithm. Inf. Sci. 236, 126–137 (2013)

    Article  MathSciNet  MATH  Google Scholar 

  17. Valdez-Peña, S.I., Hernández-Aguirre, A., Botello-Rionda, S.: Approximating the search distribution to the selection distribution in EDAs. In: Proceedings of the 11th Annual conference on Genetic and evolutionary computation, pp. 461–468. ACM (2009)

    Google Scholar 

Download references

Acknowledgements

First and second authors are grateful to CONACYT and SIP-IPN, for grants AEM-Conacyt 262887 and SIP20162113, and for supporting a research stay at the Laboratory of Robotics and Mechatronics, University of Cassino, Italy.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Eusebio Hernandez .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2018 Springer International Publishing AG

About this paper

Cite this paper

Hernandez, E., Valdez, S.I., Carbone, G., Ceccarelli, M. (2018). Design Optimization of a Cable-Driven Parallel Robot in Upper Arm Training-Rehabilitation Processes. In: Carvalho, J., Martins, D., Simoni, R., Simas, H. (eds) Multibody Mechatronic Systems. MuSMe 2017. Mechanisms and Machine Science, vol 54. Springer, Cham. https://doi.org/10.1007/978-3-319-67567-1_39

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-67567-1_39

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-67566-4

  • Online ISBN: 978-3-319-67567-1

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics