Skip to main content

Implementation of a Methodology for the Fatigue Analysis in Quay Crane Operators Through a Multi-agent - Discrete Event Simulation: The Salerno Container Terminal Case Study

  • Conference paper
  • First Online:
Present Approach to Traffic Flow Theory and Research in Civil and Transportation Engineering (TSTP 2021)

Abstract

Fatigue may have significant impacts on the port operations efficiency, but also on the safety of each single workers and on the “safety” of the whole terminal. To this aim, if on the one hand it is important to implement real-time solutions for improving port performances, on the other hand it is interesting to investigate the drop in performance of quay crane operators due to mental workload. The aim of this study was the simulation of the crane operator's fatigue. In particular, starting from real data provided on the two busiest work shifts, the paper aims at analyzing the crane operators fatigue curve in the port of Salerno and implementing it in a multi-agent discrete-event simulation model. The results of the analysis point out that the fatigue curve obtained through the real data referred to the port of Salerno are validated by the theory and consistent with the available fatigue curves.

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

Similar content being viewed by others

References

  1. RMForwaring. http://rmforwarding.com

  2. Andriani, D.P.: Risk analysis at ship to shore (sts) cranes in container terminal operational system of a greenport using failure mode and effect analysis. Int. Res. J. Eng. Technol. 4, 2182–2187 (2017)

    Google Scholar 

  3. Fadda, P., et al.: Multidisciplinary study of biological parameters and fatigue evolution in quay crane operators. Procedia Manuf. 3, 3301–3308 (2015)

    Article  Google Scholar 

  4. Fancello, G., D’Errico, G.D., Fadda, P.: Processing and analysis of ship-to-shore gantry crane operator performance. J. Mar. Res. 5, 39–58 (2008)

    Google Scholar 

  5. Fadda, P.: Biomeccanica e Antropometria. Introduzione al Fattore “uomo” Nella Fenomenologia dei Trasporti. University of L’Aquila, Italy (1984)

    Google Scholar 

  6. Seck, M., Frydman, C., Giambiasi, N., Ören, T.I., Yilmaz, L.: Use of a dynamic personality filter in discrete event simulation of human behavior under stress and fatigue. In: 1st International Conference on Augmented Cognition, pp. 22–27. Las Vegas (2005)

    Google Scholar 

  7. Yakub, N.W., Sidik, S.M.: Prevalence and contributing factors of job strain among crane operators in a port container terminal in Malaysia. Malaysian J. Med. Health Sci. 10, 39–46 (2014)

    Google Scholar 

  8. Philip, P., et al.: Fatigue, sleep restriction and driving performance. Accid. Anal. Prev. 37, 473–478 (2005)

    Article  Google Scholar 

  9. Harrison, J.E., Mandryk, J.A., Frommer, M.S.: Work-related road fatalities in Australia, 1982-1984. Accident Anal. Prev. 25: 453-451 (1993)

    Google Scholar 

  10. Personick, M., Mushinski, M.: Highway fatalities: leading cause of work-related deaths. Statistical bulletin (Metropolitan Life Insurance Company: 1984). 78:19–25 (1997)

    Google Scholar 

  11. Sammonds, G.M., Mansfield, N.J., Fray, M.: Improving long term driving comfort by taking breaks - How break activity affects effectiveness. Appl. Ergon. 65, 81–89 (2017)

    Article  Google Scholar 

  12. Consiglio dell’Unione Europea: Regolamento (CE) n. 561/2006. https://eur-lex.europa.eu

  13. Curry, D., Meyer, J., Jones, A.: Driver Distraction: Are We Mistaking a Symptom for the Problem?. SAE 2013 International Congress and Exposition (2013). https://www.sae.org/publications/technical-papers/content/2013-01-0439/

  14. Boe, E.E., Church, R.M.: Century Psychology Series. Punishment: Issues and Experiments. Appleton Century Crofts, New York (1968)

    Google Scholar 

  15. Bodeker, G., Pecorelli, S., Choy, L., Guerra, R., Kariippanon, K.: Well-Being and Mental Wellness. Oxford Research Encyclopedia of Global Public Health. Oxford University Press, Oxford (2021)

    Google Scholar 

  16. AnyLogic Simulation Software. https://www.anylogic.com/

  17. Google Earth. https://earth.google.com

  18. Cartenì, A., de Luca, S.: Tactical and strategic planning for a container terminal: Modelling issues within a discrete event simulation approach. Simul. Model. Pract. Theory 21, 123–145 (2012)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Lucas Joel Cisternas .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2022 The Author(s), under exclusive license to Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

de Luca, S., Cisternas, L.J., Fiori, C., Di Pace, R. (2022). Implementation of a Methodology for the Fatigue Analysis in Quay Crane Operators Through a Multi-agent - Discrete Event Simulation: The Salerno Container Terminal Case Study. In: Macioszek, E., Sierpiński, G. (eds) Present Approach to Traffic Flow Theory and Research in Civil and Transportation Engineering. TSTP 2021. Lecture Notes in Intelligent Transportation and Infrastructure. Springer, Cham. https://doi.org/10.1007/978-3-030-93370-8_8

Download citation

  • DOI: https://doi.org/10.1007/978-3-030-93370-8_8

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-93369-2

  • Online ISBN: 978-3-030-93370-8

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics