The DOI matches its Crossref record; 52 of the 52 references it cites were found in a registry or an index.
A coupled discrete droplet and SPH model for predicting spray impingement onto surfaces and into fluid pools
Open accessAbstract
Abstract In this paper we detail the development of a combined DEM-SPH model for spray impingement into a pool of water or onto a flat surface on which a pool of water can build up. The spray is represented by discrete particles which can collide with solid objects, each other and also merge with liquid surfaces. The liquid pool dynamics are solved for using the SPH method. The proposed coupling allows momentum to be transferred from the discrete spray phase into the fluid phase in the pool. The performance of this coupled DEM-SPH method is evaluated by comparing to experiments performed for simple spray arrangements in which the pressure in the pool just above the solid surface is carefully measured by a probe that is moved systematically across the surface. A comparison of the simulated pressure distribution with those from the experiments shows very good agreement for the size of the high pressure region, the average pressure the pressure distribution within this region generated by the spray impingement for cases with one, two and three overlapping sprays. Collisions between spray droplets in the case of multiple sprays are found to have a small but noticeable effect on the details of the high pressures in the regions of overlap of the sprays.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The cited source says what the claim attributes to it.
In the citing paper
“Cleary et al. [37] employed the DEM method to solve the discrete problem with excellent results.”
From Cold Spray Process for Co-Deposition of Copper and Aluminum Particles (2023) · cites this paper as [37]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
A discrete numerical model for granular assemblies
Cundall, P. A., & Strack, O. D. L. (1979) · Géotechnique · doi:10.1680/geot.1979.29.1.47 · Cited by 17,527
Smoothed particle hydrodynamics: theory and application to non-spherical stars
Gingold, R. A., & Monaghan, J. J. (1977) · Monthly Notices of the Royal Astronomical Society · doi:10.1093/mnras/181.3.375 · Cited by 7,388
Simulating Free Surface Flows with SPH
Monaghan, J. J. (1994) · Journal of Computational Physics · doi:10.1006/jcph.1994.1034 · Cited by 3,388
Smoothed particle hydrodynamics
Monaghan, J. J. (2005) · Reports on Progress in Physics · doi:10.1088/0034-4885/68/8/r01 · Cited by 2,754
Spray cooling heat transfer: The state of the art
Kim, J. (2006) · International Journal of Heat and Fluid Flow · doi:10.1016/j.ijheatfluidflow.2006.09.003 · Cited by 984
Development of Methodology for Spray Impingement Simulation
Bai, C., & Gosman, A. D. (1995) · SAE technical papers on CD-ROM/SAE technical paper series · doi:10.4271/950283 · Cited by 570
Moreira, A. L. N., Moita, A., & Panão, M. R. O. (2010) · Progress in Energy and Combustion Science · doi:10.1016/j.pecs.2010.01.002 · Cited by 566
Computer simulation of granular shear flows
Campbell, C. S., & Brennen, C. E. (1985) · Journal of Fluid Mechanics · doi:10.1017/s002211208500091x · Cited by 388
Large scale industrial DEM modelling
Cleary, P. W. (2004) · Engineering Computations · doi:10.1108/02644400410519730 · Cited by 348
Self-citationModelling confined multi-material heat and mass flows using SPH
Cleary, P. W. (1998) · Applied Mathematical Modelling · doi:10.1016/s0307-904x(98)10031-8 · Cited by 323
Self-citationJiang, X., Siamas, G. A., Jagus, K., & Karayiannis, T. G. (2009) · Progress in Energy and Combustion Science · doi:10.1016/j.pecs.2009.09.002 · Cited by 307
Mathematical modeling of the isothermal impingement of liquid droplets in spraying processes
Trapaga, G., & Szekely, J. (1991) · Metallurgical Transactions B · doi:10.1007/bf02651166 · Cited by 268
Modeling Fuel Film Formation and Wall Interaction in Diesel Engines
Stanton, D. W., & Rutland, C. J. (1996) · SAE Technical Paper Series · doi:10.4271/960628 · Cited by 263
An overview of smoothed particle hydrodynamics for simulating multiphase flow
Wang, Z., Chen, R., Wang, H., Liao, Q., Zhu, X., & Li, S.-Z. (2016) · Applied Mathematical Modelling · doi:10.1016/j.apm.2016.06.030 · Cited by 214
Fluid–particle flow simulations using two-way-coupled mesoscale SPH–DEM and validation
Robinson, M. J., Ramaioli, M., & Luding, S. (2013) · International Journal of Multiphase Flow · doi:10.1016/j.ijmultiphaseflow.2013.11.003 · Cited by 211
Studies of columns of beads under external vibrations
Luding, S., Clément, É., Blumen, A., Rajchenbach, J., & Duran, J. (1994) · Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics · doi:10.1103/physreve.49.1634 · Cited by 211
Smooth particle hydrodynamics: status and future potential
Cleary, P. W., Prakash, M., Ha, J., Stokes, N., & Scott, C. (2007) · Progress in Computational Fluid Dynamics An International Journal · doi:10.1504/pcfd.2007.013000 · Cited by 183
Self-citationSpray/wall interaction models for multidimensional engine simulation
Han, Z., Xu, Z., & Trigui, N. (2000) · International Journal of Engine Research · doi:10.1243/1468087001545308 · Cited by 156
Liquid–solid flows using smoothed particle hydrodynamics and the discrete element method
Potapov, A. V., Hunt, M. L., & Campbell, C. S. (2001) · Powder Technology · doi:10.1016/s0032-5910(00)00395-8 · Cited by 150
Flow modelling in casting processes
Cleary, P. W., Ha, J., Alguine, V., & Nguyen, T. (2002) · Applied Mathematical Modelling · doi:10.1016/s0307-904x(01)00054-3 · Cited by 149
Self-citationOliphant, K. N., Webb, B. W., & McQuay, M. Q. (1998) · Experimental Thermal and Fluid Science · doi:10.1016/s0894-1777(98)10013-4 · Cited by 127
3D SPH flow predictions and validation for high pressure die casting of automotive components
Cleary, P. W., ha, J. Y., Prakash, M., & Nguyen, T. (2006) · Applied Mathematical Modelling · doi:10.1016/j.apm.2006.03.012 · Cited by 126
Self-citationModelling and experiment of impingement and atomization of a liquid spray on a wall
Trujillo, M. F., Mathews, W. S., Lee, C. F., & Peters, J. E. (2000) · International Journal of Engine Research · doi:10.1243/1468087001545281 · Cited by 116
Spray and jet cooling in steel rolling
Chen, S.-J., & Tseng, A. A. (1992) · International Journal of Heat and Fluid Flow · doi:10.1016/0142-727x(92)90006-u · Cited by 104
Prediction of coupled particle and fluid flows using DEM and SPH
Cleary, P. W. (2014) · Minerals Engineering · doi:10.1016/j.mineng.2014.09.005 · Cited by 93
Self-citationThree‐dimensional wave impact on a rigid structure using smoothed particle hydrodynamics
Cummins, S. J., Silvester, T., & Cleary, P. W. (2011) · International Journal for Numerical Methods in Fluids · doi:10.1002/fld.2539 · Cited by 81
Self-citationModeling Spray Impingement Considering Fuel Film Formation on the Wall
Senda, J., Kanda, T., Al-Roub, M., Farrell, P. V., Fukami, T., & Fujimoto, H. (1997) · SAE technical papers on CD-ROM/SAE technical paper series · doi:10.4271/970047 · Cited by 79
Cleary, P. W., Pyo, S. H., Prakash, M., & Koo, B. K. (2007) · ACM SIGGRAPH Conference Papers (SIGGRAPH) · doi:10.1145/1275808.1276499 · Cited by 76
Self-citationModelling of industrial particle and multiphase flows
Cleary, P. W., Hilton, J. E., & Sinnott, M. D. (2016) · Powder Technology · doi:10.1016/j.powtec.2016.10.072 · Cited by 70
Self-citationComparison of non-cohesive resolved and coarse grain DEM models for gas flow through particle beds
Hilton, J. E., & Cleary, P. W. (2014) · Applied Mathematical Modelling · doi:10.1016/j.apm.2014.02.013 · Cited by 69
Self-citationCleary, P. W., Ha, J., Prakash, M., & Nguyen, T. (2009) · Applied Mathematical Modelling · doi:10.1016/j.apm.2009.10.015 · Cited by 62
Self-citationCleary, P. W., Pyo, S. H., Prakash, M., & Koo, B. K. (2007) · ACM Transactions on Graphics · doi:10.1145/1276377.1276499 · Cited by 60
Self-citationDroplet collision processes in an inter-spray impingement system
Ko, G. H., & Ryou, H. S. (2005) · Journal of Aerosol Science · doi:10.1016/j.jaerosci.2005.02.005 · Cited by 58
Modelling spray coating using a combined CFD–DEM and spherical harmonic formulation
Hilton, J. E., Ying, D., & Cleary, P. W. (2013) · Chemical Engineering Science · doi:10.1016/j.ces.2013.05.051 · Cited by 56
Self-citationCleary, P. W., Savage, G., Ha, J., & Prakash, M. (2014) · Computational Particle Mechanics · doi:10.1007/s40571-014-0025-4 · Cited by 52
Self-citationWall Film Dynamics Modeling for Impinging Sprays in Engines
Han, Z., & Xu, Z. (2004) · SAE technical papers on CD-ROM/SAE technical paper series · doi:10.4271/2004-01-0099 · Cited by 50
Prakash, M., Cleary, P. W., Ha, J., Mehidi, M. N. N., Blackburn, H. M., & Brooks, G. A. (2007) · Progress in Computational Fluid Dynamics An International Journal · doi:10.1504/pcfd.2007.013001 · Cited by 41
Self-citationHa, J., & Cleary, P. W. (2000) · International Journal of Cast Metals Research · doi:10.1080/13640461.2000.11819378 · Cited by 41
Self-citationRecent advances in the simulation of particle-laden flows
Harting, J., Frijters, S., Ramaioli, M., Robinson, M. J., Wolf, D. E., & Luding, S. (2014) · The European Physical Journal Special Topics · doi:10.1140/epjst/e2014-02262-3 · Cited by 39
Accuracy analysis of SPH for flow in a model extruder with a kneading element
Wittek, P., Pereira, G. G., Emin, M. A., Lemiale, V., & Cleary, P. W. (2018) · Chemical Engineering Science · doi:10.1016/j.ces.2018.05.007 · Cited by 36
Self-citationPrediction of primary atomization using Smoothed Particle Hydrodynamics
Koch, R., Braun, S., Wieth, L., Chaussonnet, G., Dauch, T. F., & Bauer, H. (2016) · European Journal of Mechanics - B/Fluids · doi:10.1016/j.euromechflu.2016.10.007 · Cited by 34
Labergue, A., Gradeck, M., & Lemoine, F. (2016) · International Journal of Heat and Mass Transfer · doi:10.1016/j.ijheatmasstransfer.2016.01.041 · Cited by 29
Optimisation of ingot casting wheel design using SPH simulations
Prakash, M., Cleary, P. W., Grandfield, J. F., Rohan, P., & Nguyen, V. (2007) · Progress in Computational Fluid Dynamics An International Journal · doi:10.1504/pcfd.2007.013002 · Cited by 24
Self-citationModeling of the Spray Zone for Particle Wetting in a Fluidized Bed
Heine, M., Antonyuk, S. I., Fries, L., Niederreiter, G., Heinrich, S., & Palzer, S. (2013) · Chemie Ingenieur Technik · doi:10.1002/cite.201200148 · Cited by 22
Modeling Spray Formation in Gas Turbines—A New Meshless Approach
Höfler, C., Braun, S., Koch, R., & Bauer, H.-J. (2012) · Journal of Engineering for Gas Turbines and Power · doi:10.1115/1.4007378 · Cited by 21
Toward a realistic three-body problem
Cleary, P. W., & Monaghan, J. J. (1990) · The Astrophysical Journal · doi:10.1086/168302 · Cited by 18
Self-citationDauch, T. F., Braun, S., Wieth, L., Chaussonnet, G., Keller, M. C., Koch, R., & Bauer, H.-J. (2016) · doi:10.1115/gt2016-56023 · Cited by 17
Simulation of high Reynolds number flow over a backward facing step using SPH
Ting, T. S., Prakash, M., Cleary, P. W., & Thompson, M. C. (2006) · ANZIAM Journal · doi:10.21914/anziamj.v47i0.1045 · Cited by 16
Self-citationSeo, J., Kim, H. Y., Park, S., James, S. C., & Yoon, S. S. (2015) · Flow Turbulence and Combustion · doi:10.1007/s10494-015-9678-1 · Cited by 16
Pereira, G. G., Cleary, P. W., & Serizawa, Y. (2017) · Chemical Engineering Science · doi:10.1016/j.ces.2017.12.033 · Cited by 15
Self-citationA new approach to boiling simulation using a discrete particle based method
Prakash, M., Cleary, P. W., Pyo, S. H., & Woolard, F. (2015) · Computers & Graphics · doi:10.1016/j.cag.2015.08.010 · Cited by 14
Self-citationCoupled gas-particulate discharge from a bucket elevator
Sinnott, M. D., Hilton, J. E., McBride, W., & Cleary, P. W. (2016) · Powder Technology · doi:10.1016/j.powtec.2016.12.018 · Cited by 7
Self-citation
Research works printed but not linked: 2
- Cleary, 2009, Industrial particle flow modelling using DEM, Eng. Compos., 26, 698
- Hewitt, 1998, Boiling, Chapter 15 in: Handbook of Heat Transfer
Cited by
Cold Spray Process for Co-Deposition of Copper and Aluminum Particles
Hu, S., Li, H., Zhang, L., & Xu, Y. (2023) · Coatings · doi:10.3390/coatings13111953 · Cited by 3
Metadata
- Authors
- Cleary, P. W., & Serizawa, Y.
- Affiliations
- Commonwealth Scientific and Industrial Research Organisation (AU)
- Nippon Steel (Japan) (JP)
- Corresponding author
- Cleary, Paul W.
- Venue
- Applied Mathematical Modelling
- Publisher
- Elsevier BV
- Published
- 2019-05
- Volume
- 69
- Pages
- 301-329
- ISSN
- 0307-904X (ISSN-L)
- OpenAlex
- W2907677324
- Cited by
- 13
- References
- 52
- Citations by year
- 2026: 1 · 2024: 2 · 2023: 2 · 2022: 1 · 2021: 6 · 2020: 1
- FWCI
- 1.29
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- www.elsevier.com/tdm/userlicense/1.0/ (tdm)
- www.elsevier.com/legal/tdmrep-license (tdm)
- www.elsevier.com/open-access/userlicense/1.0/ (vor, 1461 d)
- doi.org/10.15223/policy-017 (stm-asf)
- doi.org/10.15223/policy-037 (stm-asf)
- doi.org/10.15223/policy-012 (stm-asf)
- doi.org/10.15223/policy-029 (stm-asf)
- doi.org/10.15223/policy-004 (stm-asf)
- Locations
- Applied Mathematical Modelling (publishedVersion)
- Topics
- Physical Sciences › Engineering › Computational Mechanics › Fluid Dynamics Simulations and Interactions
- Physical Sciences › Engineering › Computational Mechanics › Fluid Dynamics and Heat Transfer
- Physical Sciences › Chemical Engineering › Fluid Flow and Transfer Processes › Particle Dynamics in Fluid Flows
- Keywords
- spray impingement, discrete element method, smoothed particle hydrodynamics, droplet collision, droplet coalescence, surface pressure distribution
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.
