Nothing Special   »   [go: up one dir, main page]

Skip to main content

Modeling Pedestrian Behavior Under Panic During a Fire Emergency

  • Conference paper
  • First Online:
Multi-Agent-Based Simulation XX (MABS 2019)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 12025))

Abstract

This paper presents an integrated model that approximates pedestrian behavior in case of a fire emergency and its consequences. We have modeled a confined fire with a variable spread rate, based on the existing literature pertaining to the field. The fire has both psychological and physical impacts on the state of the agents. The model also incorporates clustering behavior in agents, which slows down the evacuation. The model helps recognize bottlenecks and compares the evacuation efficiency by comparing casualties across different scenarios. Simulation results are given as illustrations and give qualitative insights into the risks and likely problems in specific fire scenarios.

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

Access this chapter

Subscribe and save

Springer+ Basic
$34.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight 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. Bajaj, V.: Fatal Fire in Bangladesh Highlights the Dangers Facing Garment Workers (2012). https://www.nytimes.com/2012/11/26/world/asia/bangladesh-fire-kills-more-than-100-and-injures-many.html

  2. Drysdale, D.: An Introduction to Fire Dynamics. Wiley, Hoboken (1985)

    Google Scholar 

  3. Grosshandler, W.L., Bryner, N.P., Madrzykowski, D.M., Kuntz, K.: Report of the Technical Investigation of The Station Nightclub Fire (NIST NCSTAR 2), vol. 1. Technical report, National Institute of Standards and Technology (NIST), June 2005

    Google Scholar 

  4. Hägglund, B.: A room fire simulation model. Fire Mater. 8(2), 105–111. https://doi.org/10.1002/fam.810080208

  5. Helbing, D., Farkas, I., Vicsek, T.: Simulating dynamical features of escape panic. Nature 407(6803), 487–490 (2000)

    Article  Google Scholar 

  6. Helbing, D., Farkas, I.J., Molnar, P., Vicsek, T.: Simulation of pedestrian crowds in normal and evacuation situations. Pedestr. Evacuation Dyn. 21, 21–58 (2002)

    Google Scholar 

  7. Helbing, D., Johansson, A., Al-Abideen, H.Z.: Dynamics of crowd disasters: an empirical study. Phys. Rev. E 75(4), 046109 (2007)

    Article  Google Scholar 

  8. Hisahiro Takeda, K.A.: New modeling of liquid or thermoplastic pool fires in compartment. In: Symposium (International) on Combustion, vol. 19, no. 1, pp. 897–904 (1982)

    Google Scholar 

  9. Lu, X., Luh, P., Tucker, A., Gifford, T., Astur, R.S., Olderman, N.: Impacts of anxiety in building fire and smoke evacuation: modeling and validation. IEEE Robot. Autom. Lett. 2(1), 255–260 (2017). https://doi.org/10.1109/LRA.2016.2579744

    Article  Google Scholar 

  10. Luke, S., Cioffi-Revilla, C., Panait, L., Sullivan, K., Balan, G.: MASON: a multiagent simulation environment. Simulation 81(7), 517–527 (2005)

    Article  Google Scholar 

  11. Macal, C.M., North, M.J.: Tutorial on agent-based modelling and simulation. J. Simul. 4(3), 151–162 (2010). https://doi.org/10.1057/jos.2010.3

    Article  Google Scholar 

  12. Moore-Bick, M.: Grenfell Tower Inquiry (2018). https://www.grenfelltowerinquiry.org.uk/

  13. O’Hagan, A.: The tower. Lond. Rev. Books 40(11) (2018)

    Google Scholar 

  14. Pires, T.T.: An approach for modeling human cognitive behavior in evacuation models. Fire Saf. J. 40(2), 177–189 (2005)

    Article  Google Scholar 

  15. Reynolds, C.W.: Flocks, herds and schools: a distributed behavioral model. In: ACM SIGGRAPH Computer Graphics, vol. 21, pp. 25–34. ACM (1987)

    Google Scholar 

  16. Rockenbach, G., Boeira, C., Schaffer, D., Antonitsch, A., Musse, S.: Simulating crowd evacuation: from comfort to panic situations, pp. 295–300 (11 2018). https://doi.org/10.1145/3267851.3267872

  17. Bishop, S.R., Holborn, P.G., Beard, A.N., Drysdale, D.D.: Dynamic modelling of building fires. Appl. Math. Model. 17(4), 170–183 (1993). https://doi.org/10.1016/0307-904X(93)90105-P

    Article  MATH  Google Scholar 

  18. Thomas, P., Bullen, M., Quintiere, J., McCaffrey, B.: Flashover and instabilities in fire behavior. Combust. Flame 38, 159–171 (1980). https://doi.org/10.1016/0010-2180(80)90048-6

    Article  Google Scholar 

  19. Trivedi, A., Rao, S.: Agent-based modeling of emergency evacuations considering human panic behavior. IEEE Trans. Comput. Soc. Syst. 5(1), 277–288 (2018). https://doi.org/10.1109/TCSS.2017.2783332

    Article  Google Scholar 

  20. Viswanathan, V., Lee, C.E., Lees, M.H., Cheong, S.A., Sloot, P.M.A.: Quantitative comparison between crowd models for evacuation planning and evaluation. Eur. Phys. J. B 87(2), 1–11 (2014). https://doi.org/10.1140/epjb/e2014-40699-x

    Article  MathSciNet  Google Scholar 

  21. Viswanathan, V., Lees, M.: An information processing based model of pre-evacuation behavior for agent based egress simulation. In: Weidmann, U., Kirsch, U., Schreckenberg, M. (eds.) Pedestrian and Evacuation Dynamics 2012, pp. 125–133. Springer, Cham (2014). https://doi.org/10.1007/978-3-319-02447-9_8

    Chapter  Google Scholar 

  22. Wooldridge, M.: An Introduction to Multiagent Systems. Wiley, Hoboken (2002)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Juhi Singh .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2020 Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Singh, J., Deshpande, A., Rao, S. (2020). Modeling Pedestrian Behavior Under Panic During a Fire Emergency. In: Paolucci, M., Sichman, J.S., Verhagen, H. (eds) Multi-Agent-Based Simulation XX. MABS 2019. Lecture Notes in Computer Science(), vol 12025. Springer, Cham. https://doi.org/10.1007/978-3-030-60843-9_2

Download citation

  • DOI: https://doi.org/10.1007/978-3-030-60843-9_2

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-60842-2

  • Online ISBN: 978-3-030-60843-9

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics