Skip to main content

Abstract

Structural integrity management is in a key role when operating with an ageing fleet. Preventive actions aid in keeping structures healthy and ensuring the designed lifetime for the aircraft. Our research focuses on exploitation of collected usage data by identifying actual in-flight events that cause the major fatigue life expenditure of the fatigue-critical structural details. In order to build a link between the events and damage, we have developed software for flight maneuver identification. As a latest advancement, we have created data models for several flight maneuvers and constructed a model library, referred to as template library. The library instructs the software about what the interesting events look like in the data. Our software together with the template library allows us to perform maneuver-specific fatigue assessment and achieve knowledge concerning the fatigue-criticality of various flight maneuver types. This lays a foundation for detailed analysis of the identified, nominally similar, maneuvers and identification of small crucial actions within the maneuvers that are behind the fatigue. In this paper, we consider the issues related to maneuver-specific fatigue assessment and present analysis results for four structural details of F-18 aircraft with a template library of seven flight maneuvers. We summarize the requirements and prospect of our fatigue analysis approach and prove its applicability.

Oral presentation.

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 259.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 329.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 329.99
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. Duda, R., Hart, P., Stork, D.: Pattern classification, 2nd edn. Wiley, New York (2001)

    MATH  Google Scholar 

  2. Jylhä, J., Ruotsalainen, M., Salonen, T., Janhunen, H., Viitanen, T., Vihonen, J., Visa, A.: An article Towards automated flight-maneuver-specific fatigue analysis, in: Bridging the Gap between Theory and Operational Practice. In: Bos, M.J. (ed.) Proceedings of the 25th ICAF Symposium, Rotterdam, pp. 1121–1134 (2009)

    Google Scholar 

  3. Han, J., Kamber, M.: Data mining: Concepts and techniques, 2nd edn. Morgan Kaufmann, San Francisco (2006)

    Google Scholar 

  4. Harada, L.: An article Detection of complex temporal patterns over data streams. Information Systems 29(6), 439–459 (2004)

    Article  Google Scholar 

  5. Mitrovic, D.: An article Reliable method for driving events recognition. IEEE Transactions on Intelligent Transportation Systems 6(2), 198–205 (2005)

    Article  Google Scholar 

  6. Oza, N.C., Tumer, K., Tumer, I.Y., Huff, E.M.: An article Classification of Aircraft Maneuvers for Fault Detection. In: Windeatt, T., Roli, F. (eds.) MCS 2003. LNCS, vol. 2709, p. 160. Springer, Heidelberg (2003)

    Google Scholar 

  7. RTO-TR-045, Design Loads for Future Aircraft, Sections 3.2.2–3.2.4, RTO/NATO, France (2002)

    Google Scholar 

  8. Ruotsalainen, M., Jylhä, J., Vihonen, J., Visa, A.: An article A novel algorithm for identifying patterns from multisensor time series. In: Proceedings of the 2009 WRI World Congress on Computer Science and Information Engineering (CSIE 2009), Los Angeles, vol. 5, pp. 100–105. IEEE, Los Alamitos (2009)

    Chapter  Google Scholar 

  9. Siljander, A.: A report A Review of aeronautical fatigue investigations in Finland. In: Siljander, A. (ed.) Presented at the 31st Conference of the International Committee on Aeronautical Fatigue (ICAF), Rotterdam, ICAF Doc. 2418 (May 2007 – April 2009)

    Google Scholar 

  10. Siljander, A.: A report A Review of aeronautical fatigue investigations in Finland. In: Siljander, A. (ed.) To be published at the 32st Conference of the International Committee on Aeronautical Fatigue (ICAF), Montreal (May 2009 – April 2011)

    Google Scholar 

  11. Tikka, J., Salonen, T.: An article Parameter based fatigue life analysis for F-18 aircraft in: Durability and Damage Tolerance of Aircraft Structures: Metals vs. Composites. In: Lazzeri, L., Salvetti, A. (eds.) Proceedings of the 24th ICAF Symposium, Naples, vol. I, pp. 412–426

    Google Scholar 

  12. Viitanen, T., Koski, K., Bäckström, M., Voutilainen, E., Lahtinen, R., Siljander, A.: An article The OLM database as a tool to sort particular data sets from a bulk of data. In: Proceedings of the 23th ICAF Symposium, vol. II, pp. 513–540. EMAS Ltd, Hamburg (2005)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2011 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Jylhä, J. et al. (2011). Link between Flight Maneuvers and Fatigue. In: Komorowski, J. (eds) ICAF 2011 Structural Integrity: Influence of Efficiency and Green Imperatives. Springer, Dordrecht. https://doi.org/10.1007/978-94-007-1664-3_36

Download citation

  • DOI: https://doi.org/10.1007/978-94-007-1664-3_36

  • Publisher Name: Springer, Dordrecht

  • Print ISBN: 978-94-007-1663-6

  • Online ISBN: 978-94-007-1664-3

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics