Published

2020-02-26

Application of grid convergence index to shock wave validated with LS-DYNA and ProsAir

Aplicación del índice de convergencia de malla frente a onda de choque validado con LS-DYNA y ProsAir

DOI:

https://doi.org/10.15446/ing.investig.v39n3.81380

Keywords:

Grid convergence index (GCI), TNT equivalent, LS-DYNA, ProsAir. (en)
índice de convergencia de malla (GCI), equivalente de TNT, LS-DYNA, ProsAir (es)

Downloads

Authors

The discretization error is not always calculated, even though it is essential for the studies of computational solid mechanics. However, it is well known that an error committed by the mesh used can be as large as the measured variable, which greatly invalidates the results obtained. The grid convergence index (GCI) method makes possible to determine on a solid basis, the order of convergence and the asymptotic solution. This method seems to be a suitable estimator despite further research is needed in the context of blast situations and finite element (FE) calculations. For this purpose, field trials were performed consisting in the detonation of a spherical hanging load of homemade explosive. The pressure generated by the shock wave was measured in different positions at two distances. With these data, a TNT equivalent has been obtained and used to calculate the shock propagation with the solvers LS-DYNA and ProsAir. This work aims to verify the GCI method by comparing its results with field data along with the simulations carried out. The comparison also seeks to validate the methodology used to obtain the TNT equivalent.

This research shows that the GCI gives good results for both solvers despite the complexity of the physical problem. Besides, LS-DYNA displays better correlation with the experimental data than the ProsAir results, with an error of less than 10% in all values.

La estimación del error de discretización no siempre se calcula, aunque es algo fundamental para el estudio de la mecánica computacional de los sólidos. Sin embargo, es bien sabido que el error cometido por la malla utilizada puede ser del mismo orden que la variable medida, lo que llega a invalidar los resultados obtenidos. El método del índice de convergencia de la malla (GCI) permite determinar sobre una base sólida el orden de convergencia y la solución asintótica, por lo que parece ser un buen estimador, a pesar de que es necesario seguir investigando en el contexto de las situaciones de ondas de choque (explosivos) y de los cálculos de elementos finitos (FE). Para este fin, se realizaron pruebas de campo consistentes en la detonación de una carga esférica colgada de explosivo casero. La presión generada por la onda de choque se midió en diferentes posiciones a dos distancias. Con estos datos, se obtuvo un equivalente de TNT que se utilizó para calcular la propagación del choque con los programas LS-DYNA y ProsAir. Este trabajo pretende verificar el método GCI comparando sus resultados con los datos de campo junto con las simulaciones realizadas. También, la comparación busca validar la metodología empleada para la obtención del equivalente TNT.

La investigación muestra que el GCI da buenos resultados para ambos programas a pesar de la complejidad del problema físico. Además, el LS-DYNA produce una mejor correlación con los datos experimentales que los aportados por el ProsAir, con todos los valores por debajo del 10 % de error.

References

Alañón, A., Cerro-Prada, E., Vázquez-Gallo, M. J., and Santos, A. P. (2018). Mesh size effect on finite-element modeling of blast-loaded reinforced concrete slab. Engineering with Computers, 34(4), 649-658. DOI: 10.1007/s00366-017-0564-4

Anderson, A. E., Ellis, B. J., and Weiss, J.A. (2007) Verification, validation and sensitivity studies in computational biomechanics. Computer Methods in Biomechanics and Biomedical Engineering, 10(3), 171-184. DOI: 10.1080/10255840601160484

Chiquito, M., Castedo, R., López, L. M., Santos, A. P., Mancilla, J. M., and Yenes, J. I. (2019). Blast Wave Characteristics and TNT Equivalent of Improvised Explosive Device at Small scaled Distances. Defence Science Journal, 69(4), 328-335. DOI: 10.14429/dsj.69.13637

Forth, S. (2012). ProSAir User Guide. Cranfield, UK: Crandfield University, Applied Mathematics and Scientific Computing Department.

Huang, Y., Willford, M. R., and Schwer, L. E. (2012, June). Validation of LS-DYNAr MMALE with blast experiments. Paper presented at the 12th International LS-DYNA Users Conference, Detroit, DYNAmore. https://www.dynalook.com/conferences/12th-international-ls-dyna-conference/blast-impact20-c.pdf/view

Jin, Y., and Shaw, B. D. (2010). Computational modeling of n-heptane droplet combustion in air–diluent environments under reduced-gravity. International Journal of Heat and Mass Transfer, 53(25-26), 5782-5791. DOI: 10.1016/j.ijheatmasstransfer.2010.08.005

Kwasniewski, L. (2013). Application of grid convergence index in ´ FE computation. Bulletin of the Polish Academy of Sciences: Technical Sciences, 61(1), 123-128. DOI: 10.2478/bpasts2013-0010

Lapoujade, V., Van Dorsselaer, N., Kevorkian, S., and Cheval, K. (2010, June). A study of mapping technique for air blast modelling. Paper presented at the 11th International LS-DYNA Users Conference. Detroit, DYNAmore. https: //www.dynalook.com/conferences/international-conf-2010/BlastImpact-1-3.pdf/view

Lee, E., Finger, M., and Collins, W. (1973). JWL equation of state coefficients for high explosives [Technical report No. UCID16189]. Livermore, CA: Lawrence Livermore National Lab (LLNL). DOI: 10.2172/4479737

Liang, Y., and Tao, L. (2017). Interaction of vortex shedding processes on flow over a deep-draft semisubmersible. Ocean Engineering, 141, 427-449. DOI: 10.1016/j.oceaneng.2017.06.056

LSTC. (2019). LS-DYNA Keyword User’s Manual (Volume II: Material Models). Livermore, CA: Livermore Software Technology Corporation. http://ftp.lstc.com/anonymous/outgoing/jday/manuals/LS-DYNA_Manual_Volume_II_R11_Ver2.pdf

Mobaraki, B., and Vaghefi, M. (2015). Numerical study of the depth and cross-sectional shape of tunnel under surface explosion. Tunnelling and Underground Space Technology, 47, 114-122. DOI: 10.1016/j.tust.2015.01.003

Ndebele, B. B., and Skews, B. W. (2019). The interaction of a cylindrical shock wave segment with a converging– diverging duct. Shock Waves, 29, 817-831. DOI: 10.1007/s00193-018-00888-7

Rebelo, H. B., and Cismasiu, C. (2017, May). A Comparison between three air blast simulation techniques in LS-DYNA. Paper presented at the 11th European LS-DYNA Conference, Salzburg, DYNAmore. https://www.dynalook.com/conferences/11th-european-ls-dyna-conference/air-blast-2/a-comparison-between-three-air-blast-simulation-techniques-in-ls-dyna/view

Rigby, S. E., Tyas, A., Bennett, T., Fay, S. D., Clarke, S. D., and Warren, J. A. (2014). A numerical investigation of blast loading and clearing on small targets. International Journal of Protective Structures, 5(3), 253-274. DOI: 10.1260/2041-4196.5.3.253

Rigby, S. E., Fay, S. D., Tyas, A., Warren, J. A., and Clarke, S. D. (2015). Angle of incidence effects on far-field positive and negative phase blast parameters. International Journal of Protective Structures, 6(1), 23-42. DOI: 10.1260%2F2041-4196.6.1.23

Roache, P. J. (1994). Perspective: a method for uniform reporting of grid refinement studies. Journal of Fluids Engineering, 116(3), 405-413. DOI: 10.1115/1.2910291

Rose, T. A. (2001). An approach to the evaluation of blast loads on finite and semi-infinite structures (Ph.D. thesis, Cranfield University). http://hdl.handle.net/1826/4262

Schwer, L. E. (2008). Is your mesh refined enough? Estimating discretization error using GCI. Paper presented at the German LS-DYNA Forum, Bamberg, DYNAmore. https://www.dynamore.de/de/download/papers/forum08/dokumente/I-I-03.pdf

Swisdak, M. M. (1975). Explosion effects and properties. Part I. Explosion effects in air [Technical report No. NSWC/WOL/TR-75-116]. White Oak, MD: Naval Surface Weapons Center, White Oak Lab Silver Spring. https://apps.dtic.mil/dtic/tr/fulltext/u2/a018544.pdf

Trajkovski, J., Kunc, R., Perenda, J., and Prebil, I. (2014). Minimum mesh design criteria for blast wave development and structural response-MMALE method. Latin American Journal of Solids and Structures, 11(11), 1999-2017. DOI: 10.1590/S1679-78252014001100006

How to Cite

APA

Castedo, R., Reifarth, C., Santos, A. P., Losada, J. J., López, L. M., Chiquito, M. & Mancilla, J. M. (2019). Application of grid convergence index to shock wave validated with LS-DYNA and ProsAir. Ingeniería e Investigación, 39(3), 20–26. https://doi.org/10.15446/ing.investig.v39n3.81380

ACM

[1]
Castedo, R., Reifarth, C., Santos, A.P., Losada, J.J., López, L.M., Chiquito, M. and Mancilla, J.M. 2019. Application of grid convergence index to shock wave validated with LS-DYNA and ProsAir. Ingeniería e Investigación. 39, 3 (Sep. 2019), 20–26. DOI:https://doi.org/10.15446/ing.investig.v39n3.81380.

ACS

(1)
Castedo, R.; Reifarth, C.; Santos, A. P.; Losada, J. J.; López, L. M.; Chiquito, M.; Mancilla, J. M. Application of grid convergence index to shock wave validated with LS-DYNA and ProsAir. Ing. Inv. 2019, 39, 20-26.

ABNT

CASTEDO, R.; REIFARTH, C.; SANTOS, A. P.; LOSADA, J. J.; LÓPEZ, L. M.; CHIQUITO, M.; MANCILLA, J. M. Application of grid convergence index to shock wave validated with LS-DYNA and ProsAir. Ingeniería e Investigación, [S. l.], v. 39, n. 3, p. 20–26, 2019. DOI: 10.15446/ing.investig.v39n3.81380. Disponível em: https://revistas.unal.edu.co/index.php/ingeinv/article/view/81380. Acesso em: 14 may. 2026.

Chicago

Castedo, Ricardo, Carlos Reifarth, Anastasio P Santos, Jorge J Losada, Lina M López, Maria Chiquito, and Juan M Mancilla. 2019. “Application of grid convergence index to shock wave validated with LS-DYNA and ProsAir”. Ingeniería E Investigación 39 (3):20-26. https://doi.org/10.15446/ing.investig.v39n3.81380.

Harvard

Castedo, R., Reifarth, C., Santos, A. P., Losada, J. J., López, L. M., Chiquito, M. and Mancilla, J. M. (2019) “Application of grid convergence index to shock wave validated with LS-DYNA and ProsAir”, Ingeniería e Investigación, 39(3), pp. 20–26. doi: 10.15446/ing.investig.v39n3.81380.

IEEE

[1]
R. Castedo, “Application of grid convergence index to shock wave validated with LS-DYNA and ProsAir”, Ing. Inv., vol. 39, no. 3, pp. 20–26, Sep. 2019.

MLA

Castedo, R., C. Reifarth, A. P. Santos, J. J. Losada, L. M. López, M. Chiquito, and J. M. Mancilla. “Application of grid convergence index to shock wave validated with LS-DYNA and ProsAir”. Ingeniería e Investigación, vol. 39, no. 3, Sept. 2019, pp. 20-26, doi:10.15446/ing.investig.v39n3.81380.

Turabian

Castedo, Ricardo, Carlos Reifarth, Anastasio P Santos, Jorge J Losada, Lina M López, Maria Chiquito, and Juan M Mancilla. “Application of grid convergence index to shock wave validated with LS-DYNA and ProsAir”. Ingeniería e Investigación 39, no. 3 (September 1, 2019): 20–26. Accessed May 14, 2026. https://revistas.unal.edu.co/index.php/ingeinv/article/view/81380.

Vancouver

1.
Castedo R, Reifarth C, Santos AP, Losada JJ, López LM, Chiquito M, Mancilla JM. Application of grid convergence index to shock wave validated with LS-DYNA and ProsAir. Ing. Inv. [Internet]. 2019 Sep. 1 [cited 2026 May 14];39(3):20-6. Available from: https://revistas.unal.edu.co/index.php/ingeinv/article/view/81380

Download Citation

CrossRef Cited-by

CrossRef citations12

1. Fredys Romero-Menco, Johan Betancour, Laura Velásquez, Ainhoa Rubio-Clemente, Edwin Chica. (2024). Horizontal-axis propeller hydrokinetic turbine optimization by using the response surface methodology: Performance effect of rake and skew angles. Ain Shams Engineering Journal, 15(4), p.102596. https://doi.org/10.1016/j.asej.2023.102596.

2. Hwee Kiat Yeo, Swee Hong Tan. (2025). Development of a fast-running method for prediction of blast propagation in partially confined spaces. International Journal of Protective Structures, 16(1), p.6. https://doi.org/10.1177/20414196241252937.

3. H.T. Kim, S.I. Kim, S.M. Chang. (2024). NUMERICAL SIMULATION ON THE SMOOTHED PARTICLES OF LIQUID DROPLETS AGAINST AN EXPLOSION SCENARIO FOR A MOLTEN SALT REACTOR. Journal of computational fluids engineering, 29(4), p.189. https://doi.org/10.6112/kscfe.2024.29.4.189.

4. Pongchalat Chaisiriroj, Robert B. Stone, Janis Terpenny. (2026). AutomataScales: Computationally Efficient Multiphysics Simulation for Early-Stage System Design. Journal of Computing and Information Science in Engineering, 26(3) https://doi.org/10.1115/1.4070796.

5. Freddy Sotto Capera, Juan Gonzalo Ardila Marín, Camila Cerquera Sandoval. (2023). Numerical Study of the Opening Angle Incidence in Michell-Banki Turbine’s Performance without Guide Blades. International Journal of Engineering Research in Africa, 67, p.101. https://doi.org/10.4028/p-EO6We7.

6. Jian Liu, Penghua Qiu, Siye Liu, Yijun Zhao, Jiangbo Peng, Qiming Hu, Li Liu, Linyao Zhang, Chang Xing. (2025). Research on flame anchoring mechanisms of annular jet micro-mixing flames for hydrogen-containing syngas. Physics of Fluids, 37(7) https://doi.org/10.1063/5.0274781.

7. Yunsheng Chen, Siyi Mo, Wenzhao Li, Liping Huang, Shizhe Wen, Zhenhui He. (2023). Applications of distributed fiber Bragg gratings to the measurements of in-tube fluid temperature distribution. Applied Thermal Engineering, 220, p.119724. https://doi.org/10.1016/j.applthermaleng.2022.119724.

8. Juan Pablo Castaño Serna, Ainhoa Rubio-Clemente, Edwin Chica. (2024). Design of a Wave Generation System Using an Oscillating Paddle-Type Device Anchored to Fixed Structures on the Coast. Energies, 17(13), p.3209. https://doi.org/10.3390/en17133209.

9. Alex Eytan, Stephanie J Burrows, Erik G Pickering, Shaun A Forth. (2026). Discussion and re-evaluation of recent research on pressure ingress into a room from an opening. International Journal of Protective Structures, https://doi.org/10.1177/20414196251413706.

10. Cheng Lu, Linyao Zhang, Chang Xing, Li Liu, Penghua Qiu. (2024). Effects of characteristic diameter, steam dilution, and equivalence ratio on NO formation for a H2/Air micromix design. International Journal of Hydrogen Energy, 61, p.1133. https://doi.org/10.1016/j.ijhydene.2024.02.373.

11. E. Momoniat, C. Harley, R.S. Herbst. (2023). Effects of extended surfaces on heat transfer in buoyancy-driven flow in a square cavity. Results in Engineering, 18, p.101190. https://doi.org/10.1016/j.rineng.2023.101190.

12. Mona Zahedi, Shahriar Golchin. (2024). Prediction of blast loading on protruded structures using machine learning methods. International Journal of Protective Structures, 15(1), p.122. https://doi.org/10.1177/20414196221144067.

Dimensions

PlumX

Article abstract page views

2092

Downloads

Download data is not yet available.