Skip to main content
Log in

Modeling the spatio-thermal fire hazard distribution of incandescent material ejecta in manufacturing

  • Original Paper
  • Published:
Computational Mechanics Aims and scope Submit manuscript

Abstract

A mathematical model is developed to characterize the progressive time-evolution of a fragmenting incandescent object. The objective of these models is to provide a spatio-thermal footprint of the fragmentation field, which can be useful to guide fire safety rules in manufacturing workplaces, as well as to estimate fire hazards. Ascertaining the time-evolution of the temperature of the fragments is quite difficult to measure experimentally, which motivates the model development. Initially, analytical models based solely on ballistics, which provide qualitative trends, are developed to provide insight into the fundamental ratios that govern safe operating conditions. Thereafter, rapid numerical spatio-thermal models, which provide quantitative information, are then developed, based on particle methods. The model uses the released energy from the initial blast pulse to provide the starting kinetic energy of the system of particles and then numerically computes the trajectory and thermal state of the fragments under the influence of

  • drag from the surrounding air,

  • gravitational settling and

  • convective and radiative cooling.

Numerical examples and provided and extensions to high-fidelity are discussed.

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

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5

Similar content being viewed by others

Notes

  1. We will discuss this assumption later in the paper.

  2. The viscosity coefficient for air is \(\mu _f=0.000018\) Pa/s.

  3. For shock analyses, see, for example, Hoover and Hoover [32], Gregoire et al. [33], Kudryashova et al. [34] and Cabalo et al. [35, 36].

  4. One conclusion from these experiments is that aerosols generated from a blast containing toxic materials cannot be assumed to be inactivated by the blast itself, which is consistent with findings of Eshkol and Katz [37] and Kanemitsu [38], where Hepatitis B from a suicide bomber was transmitted to survivors of the blast.

References

  1. Wingerden VK, Hesby I, Eckhoff R (2011) Ignition of dust layers by mechanical sparks. In: Proceedings of 7th global congress on process safety, Chicago, Ill

  2. Fernandez-Pello AC (2017) Wildland fire spot ignition by sparks and firebrands. Fire Saf J 91:2–10

    Article  Google Scholar 

  3. National Interagency Fire Center. www.nifc.gov/fireInfo/nfn.htm

  4. Prestemon JP, Hawbaker TJ, Bowden M, Carpenter J, Brooks MT, Abt KL, Sutphen R, Scranton S (2013) Wildfire ignitions: a review of the science and recommendations for empirical modeling (technical report). US Department of Agriculture: Forest Service, Asheville

    Google Scholar 

  5. Ahrens M (2013) Brush, grass and forest fires (technical report). National Fire Protection Association, Quincy

    Google Scholar 

  6. Ramljak I, Majstrovic M, Sutloviec S (2014) Statistical analysis of particles of conductor clashing. Dubrovnic May 13–16

  7. National Fire Protection Association (2014) NFPA 51B: standard for fire prevention during welding, cutting and other hot work

  8. US Fire Administration. http://www.usfa.fema.gov/statistics/estimates/wildfire.shtm

  9. Pleasance GE, Hart JA (1977) An examination of particles from conductors clashing as possible source of bushfire ignition. State Electricity Commission of Victoria (SEC), Victoria, Australia, Research and Development Department, Report FM-1

  10. Stokes AD (1990) Fire ignition by copper particles of controlled size. J Electr Electron Eng Aust 10:188–194

    Google Scholar 

  11. Rowntree G, Stokes A (1994) Fire ignition of aluminum particles of controlled size. J Electr Electron Eng 117–123

  12. Hadden R, Scott S, Lautenberger C, Fernandez-Pello CA (2011) Ignition of combustible fuel beds by hot particles: an experimental and theoretical study. Fire Technol 47:341–355

    Article  Google Scholar 

  13. Urban JL, Zak CD, Song J, Fernandez-Pello AC (2017) Smolder spot ignition of natural fuels by a hot metal particle. Proc Combust Inst 36(2):3211–3218. ISSN 1540-7489. https://doi.org/10.1016/j.proci.2016.09.014

  14. Baum HR, McCaffrey BJ (1989) Fire induced flow field-theory and experiments fire safety science. In: Wakamatsu et al. (eds) Proceedings of the second international symposium. Washington DC, pp 129–148

  15. Tarifa CS, del Notario PP, Moreno FG (1965) On the flight paths and lifetimes of burning particles of wood. Proc Combust Inst 10:1021–1037

    Article  Google Scholar 

  16. Tarifa CS, Del Notario PP, Moreno FG, Villa AR (1967) Transport and combustion of firebrands. U.S. Department of Agriculture Forest Service (Final Report of Grants GF-SP-114 and GF-SP-146. Madrid, May)

  17. Sardoy N, Consalvi JL, Poterie B, Loraud JC, Fernandez-Pello CA (2007) Modeling transport and combustion of firebrands from burning trees. Combust Flame 150:151–169

    Article  Google Scholar 

  18. Lee SL, Hellman JM (1970) Firebrand trajectory study using an empirical velocitydependent burning law. Combust Flame 15:265–274

    Article  Google Scholar 

  19. Koo E, Pagni P, Linn R (2007) Using FIRETEC to describe firebrand behavior in wildfires, fire mater. 2007 San Francisco, CA

  20. Tse SD, Fernandez-Pello AC (2006) On the flight paths of metal particles and embers generated by powerlines in high winds—a potential source of wildland fires. Fire Saf J 333–356

  21. Mills FA, Hang X (1984) Trajectories of sparks from arcing aluminum power cables. Fire Technol 20:5–14

    Article  Google Scholar 

  22. Rallis CJ, Mangaya BM (2002) Ignition of veld grass by hot aluminum particles ejected from clashing overhead transmission lines. Fire Technol 38:81–92

    Article  Google Scholar 

  23. Russell BD, Benner CI, Wischkaemper JA (2012) Distribution feeder caused wildfires: mechanisms and prevention. Prot Relay Eng 43

  24. Blackburn T (1985) Conductor clashing characteristics of overhead lines. In: Proceedings of electrical energy conferences. p 202

  25. Pagni PJ (1993) Causes of the 20 October 1991 Oakland-hills conflagration. Fire Saf J 21:331–339

    Article  Google Scholar 

  26. Gilbert M California Department of Forestry and Fire Protection Investigation Report: Incident number 07- CA-MVU-10432. http://www.fire.ca.gov/fire

  27. Maranghides A, Mell W (2009) A Case Study of a Community Affected by the Witch and Guejito Fires, NIST Technical Note 1635. http://fire.nist.gov/bfrlpubs/fire09/art028.html

  28. Badger S (2012) Large-loss fires in the United States 2011. National Fire Protection Association, Quincy

    Google Scholar 

  29. Chow CY (1980) An introduction to computational fluid dynamics. Wiley, New York

    Google Scholar 

  30. Schlichtling H (1979) Boundary-layer theory, 7th edn. McGraw-Hill, New York

    Google Scholar 

  31. Whitaker S (1972) Forced convection heat transfer correlations for flow in pipes, past flat plates, single cylinders, single spheres, and flow in packed beds and tube bundles. AIChE J 18:361–371

    Article  Google Scholar 

  32. Hoover WG, Hoover CG (2009) Tensor temperature and shock-wave stability in a strong two-dimensional shock wave. Phys Rev E Stat Nonlinear Soft Matter Phys 80:011128/1–011128/6

    Article  Google Scholar 

  33. Gregoire Y, Sturtzer M-O, Khasainov BA, Veyssiere B (2009) Investigation of the behavior of solid particles dispersed by high explosive. In: Int annu conf ICT 40th, 35/1–35/12

  34. Kudryashova OB, Vorozhtsov BI, Muravlev EV, Akhmadeev IR, Pavlenko AA, Titov SS (2011) Physicomathematical modeling of explosive dispersion of liquid and powders, propellants, explos. Pyrotechnology 36:524–530

    Google Scholar 

  35. Cabalo J, Schmidt J, Wendt JOL, Scheeline A (2002) Spectrometric system for characterizing drop and powder trajectories and chemistry in reactive flows. Appl Spectrosc 56:1346–1353

    Article  Google Scholar 

  36. Cabalo JB, Kesavan J, Sickenberger DW, Diviacchi G, Maldonado-Figueroa C, McGrady D, Stafford K (2016) Assessing the biological threat posed by suicide bombers. Report ECBC-TR-1363

  37. Eshkol Z, Katz K (2005) Injuries from biologic material of suicide bombers. Injury 36:271–274

    Article  Google Scholar 

  38. Kanemitsu K (2005) Does incineration turn infectious waste aseptic? J Hosp Infect 60(4):304–306

    Article  Google Scholar 

  39. Onate E, Idelsohn SR, Celigueta MA, Rossi R (2008) Advances in the particle finite element method for the analysis of fluid-multibody interaction and bed erosion in free surface flows. Comput Methods Appl Mech Eng 197(19–20):1777–1800

    Article  MathSciNet  MATH  Google Scholar 

  40. Onate E, Celigueta MA, Idelsohn SR, Salazar F, Surez B (2011) Possibilities of the particle finite element method for fluid-soil-structure interaction problems. Comput Mech 48:307–318

    Article  MathSciNet  MATH  Google Scholar 

  41. Avci B, Wriggers P (2012) A DEM-FEM coupling approach for the direct numerical simulation of 3D particulate flows. J Appl Mech 79:010901-1–7

    Article  Google Scholar 

  42. Leonardi A, Wittel FK, Mendoza M, Herrmann HJ (2014) Coupled DEM-LBM method for the free-surface simulation of heterogeneous suspensions. Comput Particle Mech 1(1):3–13

    Article  Google Scholar 

  43. Bolintineanu DS, Grest GS, Lechman JB, Pierce F, SJ Plimpton, PR Schunk (2014) Particle dynamics modeling methods for colloid suspensions. Comput Particle Mech 1(3):321–356

    Article  Google Scholar 

  44. Onate E, Celigueta MA, Latorre S, Casas G, Rossi R, Rojek J (2014) Lagrangian analysis of multiscale particulate flows with the particle finite element method. Comput Particle Mech 1(1):85–102

    Article  Google Scholar 

  45. Zohdi TI (2004) A computational framework for agglomeration in thermo-chemically reacting granular flows. Proc R Soc 460(2052):3421–3445

    Article  MathSciNet  MATH  Google Scholar 

  46. Zohdi TI (2007) Computation of strongly coupled multifield interaction in particle-fluid systems. Comput Methods Appl Mech Eng 196:3927–3950

    Article  MathSciNet  MATH  Google Scholar 

  47. Zohdi TI (2010) On the dynamics of charged electromagnetic particulate jets. Arch Comput Methods Eng 17(2):109–135

    Article  MathSciNet  MATH  Google Scholar 

  48. Zohdi TI (2013) Numerical simulation of charged particulate cluster-droplet impact on electrified surfaces. J Comput Phys 233:509–526

    Article  MathSciNet  Google Scholar 

  49. Zohdi TI (2014) Additive particle deposition and selective laser processing—a computational manufacturing framework. Comput Mech 54:171–191

    Article  Google Scholar 

  50. Zohdi TI (2014) Mechanically-driven accumulation of microscale material at coupled solid-fluid interfaces in biological channels. Proc R Soc Interface 11:20130922

    Article  Google Scholar 

  51. Zohdi TI (2016) A note on firework blasts and qualitative parameter dependency. Proc R Soc. https://doi.org/10.1098/rspa.2015.0720

    Google Scholar 

  52. Zohdi TI (2003) Genetic design of solids possessing a random-particulate microstructure. Philos Trans R Soc Math Phys Eng Sci 361(1806):1021–1043

    Article  MathSciNet  MATH  Google Scholar 

  53. Zohdi TI (2003) On the compaction of cohesive hyperelastic granules at finite strains. Proc R Soc 454(2034):1395–1401

    Article  MATH  Google Scholar 

  54. Zohdi TI, Cabalo J (2017) On the thermomechanics and footprint of fragmenting blasts. Int J Eng Sci 118:28–39

    Article  MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to T. I. Zohdi.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Zohdi, T.I. Modeling the spatio-thermal fire hazard distribution of incandescent material ejecta in manufacturing. Comput Mech 63, 701–711 (2019). https://doi.org/10.1007/s00466-018-1617-2

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00466-018-1617-2

Keywords

Navigation