Skip to main content

Prediction of an Optimum Parametric Combination for Minimum Thrust Force in Bone Drilling: A Simulated Annealing Approach

  • Conference paper
Advanced Computing, Networking and Informatics- Volume 1

Part of the book series: Smart Innovation, Systems and Technologies ((SIST,volume 27))

Abstract

Minimally invasive drilling of bone has a great demand in orthopaedic surgical process as it helps in better fixation and quick healing of the damaged bones. The aim of the present study is to find out the optimal setting of the bone drilling parameters (spindle speed and feed rate) for minimum thrust force during bone drilling using simulated annealing (SA). The bone drilling experiments were carried out by central composite design scheme and based on the results obtained, a response surface model for thrust force as a function of drilling parameters is developed. This model is used as an objective function in the SA approach. The results of the confirmation experiments showed that the SA can effectively predict the optimal settings of spindle speed and feed rate for minimum thrust force during bone drilling. The suggested methodology can be very useful for orthopaedic surgeons to minimize the drilling induced bone tissue injury.

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 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

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Pandey, R.K., Panda, S.S.: Drilling of bone: A comprehensive review. Journal of Clinical Orthopedics and Trauma 4, 15–30 (2013)

    Article  Google Scholar 

  2. Lee, J., Gozen, A.B., Ozdoganlar, O.B.: Modeling and experimentation of bone drilling forces. Journal of Biomechanics 45, 1076–1083 (2012)

    Article  Google Scholar 

  3. Thompson, H.C.: Effect of drilling into bone. Journal of Oral Surgery 16, 22–30 (1958)

    Google Scholar 

  4. Wiggins, K.L., Malkin, S.: Drilling of bone. Journal of Biomechanics 9, 553–559 (1976)

    Article  Google Scholar 

  5. Brett, P.N., Baker, D.A., Taylor, R., Griffiths, M.V.: Controlling the penetration of flexible bone tissue using the stapedotomy micro drill. Proceedings of the Institution of Mechanical Engineers, Part I: Journal of Systems and Control Engineering 218, 343–351 (2004)

    Article  Google Scholar 

  6. Kendoff, D., Citak, M., Gardner, M.J., Stubig, T., Krettek, C., Hufner, T.: Improved accuracy of navigated drilling using a drill alignment device. Journal of Orthopaedic Research 25, 951–957 (2007)

    Article  Google Scholar 

  7. Ong, F.R., Bouazza-Marouf, K.: The detection of drill-bit break-through for the enhancement of safety in mechatronic assisted orthopaedic drilling. Mechatronics 9, 565–588 (1999)

    Article  Google Scholar 

  8. Price, M., Molloy, S., Solan, M., Sutton, A., Ricketts, D.M.: The rate of instrument breakage during orthopaedic procedures. International Orthopedics 26, 185–187 (2002)

    Article  Google Scholar 

  9. Bassi, J.L., Pankaj, M., Navdeep, S.: A technique for removal of broken cannulated drill-bit: Bassi’s method. Journal of Orthopaedic Trauma 22, 56–58 (2008)

    Article  Google Scholar 

  10. Augustin, G., Davila, S., Mihoci, K., Udiljak, T., Vedrina, D.S., Antabak, A.: Thermal osteonecrosis and bone drilling parameters revisited. Archives of Orthopaedic and Trauma Surgery 128, 71–77 (2008)

    Article  Google Scholar 

  11. Abouzgia, M.B., James, D.F.: Temperature rise during drilling through bone. International Journal of Oral and Maxillofacial Implants 12, 342–3531 (1997)

    Google Scholar 

  12. Hobkirk, J.A., Rusiniak, K.: Investigation of variable factors in drilling bone. Journal of Oral and Maxillofacial Surgery 35, 968–973 (1977)

    Google Scholar 

  13. Jacobs, C.H., Berry, J.T., Pope, M.H., Hoaglund, F.T.: A study of the bone machining process-drilling. Journal of Biomechanics 9, 343–349 (1976)

    Article  Google Scholar 

  14. Albrektsson, T.: Measurements of shaft speed while drilling through bone. Journal of Oral and Maxillofacial Surgery 53, 1315–1316 (1995)

    Article  Google Scholar 

  15. Myers, R.H., Montgomery, D.C.: Response surface methodology, 2nd edn. Wiley, New York (2002) ISBN 0-471-41255-4

    Google Scholar 

  16. Box, G.E.P., Hunter, J.S., Hunter, W.G.: Statistics for experimenters, 2nd edn. Wiley, New York (2005) ISBN 13978-0471-71813-0

    Google Scholar 

  17. Somashekhar, K.P., Mathew, J., Ramachandran, N.: A feasibility approach by simulated annealing on optimization of micro-wire electric discharge machining parameters. Int. J. Adv. Manuf. Technol. 61, 1209–1213 (2012)

    Article  Google Scholar 

  18. Metropolis, N., Rosenbluth, A., Rosenbluth, N., Teller, A., Teller, E.: Equation of state calculation by fast computing machines. J. Chem. Phys. 21, 1087–1092 (1953)

    Article  Google Scholar 

  19. Kirkpatrick, S., Gelatt, C.D., Vecchi, M.P.: Optimization by simulated annealing. Science 220, 671–680 (1983)

    Article  MATH  MathSciNet  Google Scholar 

  20. Glover, F., Gary, A.K.: Hand book of metaheuristics. Kluwer, London (2003)

    Google Scholar 

  21. Van, P.J., Laarhoven, E.H.A.: Simulated annealing: theory and applications. Kluwer, London (1987)

    MATH  Google Scholar 

  22. Karaca, F., Aksakal, B., Kom, M.: Influence of orthopaedic drilling parameters on temperature and histopathology of bovine tibia: An in vitro study. Medical Engineering & Physics 33(10), 1221–1227 (2011)

    Article  Google Scholar 

  23. Lee, J., Ozdoganlar, O.B., Rabin, Y.: An experimental investigation on thermal exposure during bone drilling. Medical Engineering & Physics 34(10), 1510–1520 (2012)

    Article  Google Scholar 

  24. Design Expert, http://www.statease.com/dx8descr.html

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Rupesh Kumar Pandey .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2014 Springer International Publishing Switzerland

About this paper

Cite this paper

Pandey, R.K., Panda, S.S. (2014). Prediction of an Optimum Parametric Combination for Minimum Thrust Force in Bone Drilling: A Simulated Annealing Approach. In: Kumar Kundu, M., Mohapatra, D., Konar, A., Chakraborty, A. (eds) Advanced Computing, Networking and Informatics- Volume 1. Smart Innovation, Systems and Technologies, vol 27. Springer, Cham. https://doi.org/10.1007/978-3-319-07353-8_81

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-07353-8_81

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-07352-1

  • Online ISBN: 978-3-319-07353-8

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics