Skip to main content
Top
Published in: Journal of Engineering Mathematics 1/2017

24-03-2015

Ice formation on a smooth or rough cold surface due to the impact of a supercooled water droplet

Authors: J. W. Elliott, F. T. Smith

Published in: Journal of Engineering Mathematics | Issue 1/2017

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Ice accretion is considered in the impact of a supercooled water droplet on a smooth or rough solid surface, the roughness accounting for earlier icing. In this theoretical investigation, the emphasis and novelty lie in the full nonlinear interplay of the droplet motion and the growth of the ice surface being addressed for relatively small times, over a realistic range of Reynolds numbers, Froude numbers, Weber numbers, Stefan numbers and capillary under-heating parameters. The Prandtl number and the kinetic under-heating parameter are taken to be order unity. The ice accretion brings inner layers into play forcibly, affecting the outer flow. (The work includes viscous effects in an isothermal impact without phase change, as a special case, and the differences between impacts with and without freezing.) There are four main findings. First, the icing dynamically can accelerate or decelerate the spreading of the droplet whereas roughness on its own tends to decelerate spreading. The interaction between the two and the implications for successive freezings are found to be subtle. Second, a focus on the dominant physical effects reveals a multi-structure within which restricted regions of turbulence are implied. The third main finding is an essentially parabolic shape for a single droplet freezing under certain conditions. Fourth is a connection with a body of experimental and engineering works and with practical findings to the extent that the explicit predictions here for ice-accretion rates are found to agree with the experimental range.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Stan CA, Schneider GF, Shevkoplyas SS, Hashimoto M, Ibanescu M, Wiley BJ, Whitesides GM (2009) A microfluidic apparatus for the study of ice nucleation in supercooled water drops. Lab Chip 9:2293–2305CrossRef Stan CA, Schneider GF, Shevkoplyas SS, Hashimoto M, Ibanescu M, Wiley BJ, Whitesides GM (2009) A microfluidic apparatus for the study of ice nucleation in supercooled water drops. Lab Chip 9:2293–2305CrossRef
2.
go back to reference Mason BJ (1976) The physics of clouds. Oxford monographs on meterology, vol 594, 2nd edn. Clarendon Press, Oxford Mason BJ (1976) The physics of clouds. Oxford monographs on meterology, vol 594, 2nd edn. Clarendon Press, Oxford
4.
go back to reference Lynch FT, Khodadoust A (2001) Effects on ice accretions on aircraft aerodynamics. Prog Aerosp Sci 37:669–767CrossRef Lynch FT, Khodadoust A (2001) Effects on ice accretions on aircraft aerodynamics. Prog Aerosp Sci 37:669–767CrossRef
5.
go back to reference Hindmarsh JP, Russell AB, Chen XD (2003) Experimental and numerical analysis of the temperature transition of a suspended freezing water droplet. Int J Heat Mass Transf 46:1199–1213CrossRef Hindmarsh JP, Russell AB, Chen XD (2003) Experimental and numerical analysis of the temperature transition of a suspended freezing water droplet. Int J Heat Mass Transf 46:1199–1213CrossRef
6.
go back to reference Jung S, Tiwari MK, Doan NV, Poulikakos D (2012) Mechanism of supercooled droplet freezing on surfaces. Nat Commun 3:615–623ADSCrossRef Jung S, Tiwari MK, Doan NV, Poulikakos D (2012) Mechanism of supercooled droplet freezing on surfaces. Nat Commun 3:615–623ADSCrossRef
7.
go back to reference Zheng L, Li Z, Bourdo S, Khedir KR, Asar MP, Ryerson CC, Biris AS (2011) Exceptional superhydrophobicity and low velocity impact icephobicity of acetone-functionalized carbon nanotube films. Langmuir 27:9936–9943CrossRef Zheng L, Li Z, Bourdo S, Khedir KR, Asar MP, Ryerson CC, Biris AS (2011) Exceptional superhydrophobicity and low velocity impact icephobicity of acetone-functionalized carbon nanotube films. Langmuir 27:9936–9943CrossRef
8.
go back to reference Worthington AM (1876) On the form assumed by drops of liquids falling vertically on a horizontal plate. Proc R Soc Ser A 283:141–173 Worthington AM (1876) On the form assumed by drops of liquids falling vertically on a horizontal plate. Proc R Soc Ser A 283:141–173
9.
go back to reference Edgerton HE, Killian JR (1939) Flash. Charles T. Branford Co, Boston Edgerton HE, Killian JR (1939) Flash. Charles T. Branford Co, Boston
10.
go back to reference Rioboo R, Marengo M, Tropea C (2002) Time evolution of a liquid drop impact onto solid, dry surfaces. Exp Fluids 33:112–124CrossRef Rioboo R, Marengo M, Tropea C (2002) Time evolution of a liquid drop impact onto solid, dry surfaces. Exp Fluids 33:112–124CrossRef
11.
go back to reference Rioboo R, Tropea C, Marengo M (2001) Outcomes from a drop impact on solid surfaces. At Sprays 33:155–165 Rioboo R, Tropea C, Marengo M (2001) Outcomes from a drop impact on solid surfaces. At Sprays 33:155–165
12.
go back to reference S̆ikalo S̆, Tropea C, Ganić EN (2005) Impact of droplets onto inclined surfaces. J Colloid Interface Sci 286:661–669CrossRef S̆ikalo S̆, Tropea C, Ganić EN (2005) Impact of droplets onto inclined surfaces. J Colloid Interface Sci 286:661–669CrossRef
13.
go back to reference Rein M (1993) Phenomena of liquid drop impact on solid and liquid surfaces. Fluid Dyn Res 12:61–93ADSCrossRef Rein M (1993) Phenomena of liquid drop impact on solid and liquid surfaces. Fluid Dyn Res 12:61–93ADSCrossRef
15.
go back to reference Engel OG (1955) Water drop collisions with a solid surface. J Res Nat Bur Stand 54:281–298CrossRef Engel OG (1955) Water drop collisions with a solid surface. J Res Nat Bur Stand 54:281–298CrossRef
16.
go back to reference Jones H (1973) Splat cooling and metastable phases. Rep Prog Phys 36:1425 [see also Jones H (1982) Rapid solidification of metals and alloys, Monograph 8, Institute of Metallurgists, London.]ADSCrossRef Jones H (1973) Splat cooling and metastable phases. Rep Prog Phys 36:1425 [see also Jones H (1982) Rapid solidification of metals and alloys, Monograph 8, Institute of Metallurgists, London.]ADSCrossRef
17.
go back to reference Collings EW, Markworth AJ, McCoy JK, Saunders JH (1990) Splat-quench solidification of freely falling liquid-metal drops by impact on a planar substrate. J Mater Sci 23:3677–3682ADSCrossRef Collings EW, Markworth AJ, McCoy JK, Saunders JH (1990) Splat-quench solidification of freely falling liquid-metal drops by impact on a planar substrate. J Mater Sci 23:3677–3682ADSCrossRef
18.
go back to reference Chandra S, Avedisian CT (1991) On the collision of a droplet with a solid surface. Proc R Soc Ser A 432:13ADSCrossRef Chandra S, Avedisian CT (1991) On the collision of a droplet with a solid surface. Proc R Soc Ser A 432:13ADSCrossRef
19.
go back to reference Pasandideh-Fard M, Qiao YM, Chandra S, Mostaghimi J (1996) Capillary effects during droplet impact on a solid surface. Phys Fluids 8:650–659ADSCrossRef Pasandideh-Fard M, Qiao YM, Chandra S, Mostaghimi J (1996) Capillary effects during droplet impact on a solid surface. Phys Fluids 8:650–659ADSCrossRef
20.
go back to reference Roisman IV, Rioboo R, Tropea C (2002) Normal impact of a liquid drop on a dry surface: model for spreading and receding. Proc R Soc Ser A 458:1411–1430ADSCrossRefMATH Roisman IV, Rioboo R, Tropea C (2002) Normal impact of a liquid drop on a dry surface: model for spreading and receding. Proc R Soc Ser A 458:1411–1430ADSCrossRefMATH
21.
go back to reference Roisman IV (2009) Inertia dominated drop collisions. II. An analytic solution of the Navier–Stokes equations for a spreading viscous film. Phys Fluids 21:052104ADSCrossRefMATH Roisman IV (2009) Inertia dominated drop collisions. II. An analytic solution of the Navier–Stokes equations for a spreading viscous film. Phys Fluids 21:052104ADSCrossRefMATH
22.
go back to reference Roisman IV, Berberovic E, Tropea C (2009) Inertia dominated drop collisions. I. On the universal flow in the lamella. Phys Fluids 21:052103ADSCrossRefMATH Roisman IV, Berberovic E, Tropea C (2009) Inertia dominated drop collisions. I. On the universal flow in the lamella. Phys Fluids 21:052103ADSCrossRefMATH
23.
go back to reference Lagubeau G, Fontelos MA, Josserand C, Maurel A, Pagneux V, Petitjeans P (2012) Spreading dynamics of drop impacts. J Fluid Mech 713:50–60ADSCrossRefMATH Lagubeau G, Fontelos MA, Josserand C, Maurel A, Pagneux V, Petitjeans P (2012) Spreading dynamics of drop impacts. J Fluid Mech 713:50–60ADSCrossRefMATH
24.
25.
26.
go back to reference Madjeski J (1983) Droplets on impact with a solid surface. Int J Heat Mass Transf 26:1095–1098CrossRef Madjeski J (1983) Droplets on impact with a solid surface. Int J Heat Mass Transf 26:1095–1098CrossRef
27.
go back to reference Bennett T, Poulikakos D (1993) Splat-quench solidification: estimating the maximum spreading of a droplet impacting a solid surface. J Mater Sci 28:963–970ADSCrossRef Bennett T, Poulikakos D (1993) Splat-quench solidification: estimating the maximum spreading of a droplet impacting a solid surface. J Mater Sci 28:963–970ADSCrossRef
28.
go back to reference Bennett T, Poulikakos D (1994) Heat transfer aspects of splat-quench solidification: modelling and experiment. J Mater Sci 29:2025–2039ADSCrossRef Bennett T, Poulikakos D (1994) Heat transfer aspects of splat-quench solidification: modelling and experiment. J Mater Sci 29:2025–2039ADSCrossRef
29.
go back to reference Evans PV, Greer AL (1988) Modelling of crystal growth and solute redistribution during rapid solidification. J Mater Sci Eng 98:357CrossRef Evans PV, Greer AL (1988) Modelling of crystal growth and solute redistribution during rapid solidification. J Mater Sci Eng 98:357CrossRef
30.
31.
go back to reference Fortin G, Laforte JL, Ilinca A (2006) Heat and mass transfer during ice accretion on aircraft wings with an improved roughness model. Int J Therm Sci 45:595–606CrossRef Fortin G, Laforte JL, Ilinca A (2006) Heat and mass transfer during ice accretion on aircraft wings with an improved roughness model. Int J Therm Sci 45:595–606CrossRef
32.
go back to reference Collyer MR (1976) A user guide to a program for computing viscous transonic flows past aerfoils. RAE Tech Memo Aero 1693, September 1976 Collyer MR (1976) A user guide to a program for computing viscous transonic flows past aerfoils. RAE Tech Memo Aero 1693, September 1976
33.
go back to reference Messinger BL (1953) Equilibrium temperature of an unheated icing surface as a function of air speed. J Aeronaut Sci 20(1):29–43 Messinger BL (1953) Equilibrium temperature of an unheated icing surface as a function of air speed. J Aeronaut Sci 20(1):29–43
34.
go back to reference Wright WB, Bidwell CS (1995) Additional improvements to the NASA Lewis Ice Accretion Code LEWICE, NASA TM-106849, AIAA-95-0752 Wright WB, Bidwell CS (1995) Additional improvements to the NASA Lewis Ice Accretion Code LEWICE, NASA TM-106849, AIAA-95-0752
35.
go back to reference Brakel TW, Charpin JPF, Myers TG (2007) One-dimensional ice growth due to incoming supercooled droplets impacting on a thin conducting substrate. Int J Heat Mass Transf 50:1694–1705CrossRefMATH Brakel TW, Charpin JPF, Myers TG (2007) One-dimensional ice growth due to incoming supercooled droplets impacting on a thin conducting substrate. Int J Heat Mass Transf 50:1694–1705CrossRefMATH
36.
go back to reference Myers TG, Charpin JPF, Chapman SJ (2002) The flow and solidification of a thin fluid film on an arbitrary three-dimensional surface. Phys Fluids 14:2788–2803ADSMathSciNetCrossRefMATH Myers TG, Charpin JPF, Chapman SJ (2002) The flow and solidification of a thin fluid film on an arbitrary three-dimensional surface. Phys Fluids 14:2788–2803ADSMathSciNetCrossRefMATH
37.
go back to reference Myers TG, Charpin JPF, Thompson CP (2002) Slowly accreting ice due to supercooled water impacting on a cold surface. Phys Fluids 14:240–256ADSCrossRefMATH Myers TG, Charpin JPF, Thompson CP (2002) Slowly accreting ice due to supercooled water impacting on a cold surface. Phys Fluids 14:240–256ADSCrossRefMATH
38.
go back to reference Myers TG, Charpin JPF (2004) A mathematical model for atmospheric ice accretion and water flow on a cold surface. Int J Heat Mass Transf 47:5483–5500CrossRefMATH Myers TG, Charpin JPF (2004) A mathematical model for atmospheric ice accretion and water flow on a cold surface. Int J Heat Mass Transf 47:5483–5500CrossRefMATH
39.
go back to reference Myers TG, Hammond DW (1999) Ice and water film growth from incoming supercooled droplets. Int. J Heat Mass Transf 42:2233–2242CrossRefMATH Myers TG, Hammond DW (1999) Ice and water film growth from incoming supercooled droplets. Int. J Heat Mass Transf 42:2233–2242CrossRefMATH
40.
go back to reference Tsao JC, Rothmayer AP (2002) Application of triple-deck theory to the prediction of glaze ice roughness formation on an airfoil leading edge. Comput Fluids 31:977–1014CrossRefMATH Tsao JC, Rothmayer AP (2002) Application of triple-deck theory to the prediction of glaze ice roughness formation on an airfoil leading edge. Comput Fluids 31:977–1014CrossRefMATH
41.
go back to reference Quero M, Hammond DW, Purvis R, Smith FT (2006) Analysis of supercooled water impact on a thin water layer and ice growth. AIAA Paper 466:5536–5548 Quero M, Hammond DW, Purvis R, Smith FT (2006) Analysis of supercooled water impact on a thin water layer and ice growth. AIAA Paper 466:5536–5548
42.
go back to reference Wagner H (1932) Uber stoss-und gleitvorgänge an der oberfläche von flüsigkeiten (Phenomena associated with impacts and sliding on liquid surfaces). Z Angew Math Mech 12:193–215CrossRefMATH Wagner H (1932) Uber stoss-und gleitvorgänge an der oberfläche von flüsigkeiten (Phenomena associated with impacts and sliding on liquid surfaces). Z Angew Math Mech 12:193–215CrossRefMATH
43.
go back to reference Bowden FP, Field JE (1964) The brittle fracture of solids by liquid impact, by solid impact, and by shock. Proc R Soc Ser A 260:94–95ADS Bowden FP, Field JE (1964) The brittle fracture of solids by liquid impact, by solid impact, and by shock. Proc R Soc Ser A 260:94–95ADS
44.
go back to reference Lesser MB, Field JE (1983) The impact of compressible liquids. Annu Rev Fluid Mech 15:97–122ADSCrossRef Lesser MB, Field JE (1983) The impact of compressible liquids. Annu Rev Fluid Mech 15:97–122ADSCrossRef
46.
go back to reference Howison SD, Ockendon JR, Oliver JM (2002) Deep- and shallow-water slamming at small and zero deadrise angles. J Eng Math 42:373–388MathSciNetCrossRefMATH Howison SD, Ockendon JR, Oliver JM (2002) Deep- and shallow-water slamming at small and zero deadrise angles. J Eng Math 42:373–388MathSciNetCrossRefMATH
48.
go back to reference Oliver JM (2002) Water entry and related problems. D. Phil. Thesis, University of Oxford Oliver JM (2002) Water entry and related problems. D. Phil. Thesis, University of Oxford
49.
go back to reference Korobkin AA (1996) Advances in marine hydrodynamics. In: Ohkusu M (ed) Water impact problems in ship hydrodynamics (chap 7). Computational Mechanics Publications, Southampton, pp 323–339 Korobkin AA (1996) Advances in marine hydrodynamics. In: Ohkusu M (ed) Water impact problems in ship hydrodynamics (chap 7). Computational Mechanics Publications, Southampton, pp 323–339
55.
58.
go back to reference Carslaw HS, Jaeger JC (1959) Conduction of heat in solids. Oxford University Press, OxfordMATH Carslaw HS, Jaeger JC (1959) Conduction of heat in solids. Oxford University Press, OxfordMATH
59.
go back to reference Crank J (1984) Free and moving boundary problems. Oxford University Press, OxfordMATH Crank J (1984) Free and moving boundary problems. Oxford University Press, OxfordMATH
60.
go back to reference Worster MG (2000) Interfacial fluid dynamics. In: Batchelor GK, Moffat HK, Worster MG (eds) Perspectives in fluid dynamics (chap 8). Cambridge University Press, Cambridge Worster MG (2000) Interfacial fluid dynamics. In: Batchelor GK, Moffat HK, Worster MG (eds) Perspectives in fluid dynamics (chap 8). Cambridge University Press, Cambridge
61.
go back to reference Löwen H, Bechhoefer J, Tuckerman LS (1992) Crystal growth at long times: critical behaviour at the crossover from diffusion to kinetics-limited regimes. Phys Rev A 45:2399–2415ADSCrossRef Löwen H, Bechhoefer J, Tuckerman LS (1992) Crystal growth at long times: critical behaviour at the crossover from diffusion to kinetics-limited regimes. Phys Rev A 45:2399–2415ADSCrossRef
62.
63.
go back to reference Dewynne JN, Howison SD, Ockendon JR, Xie W (1989) Asymptotic behaviour of solutions to the Stefan problem with a kinetic condition at a free boundary. J Austral Math Soc B 31:81–96CrossRefMATH Dewynne JN, Howison SD, Ockendon JR, Xie W (1989) Asymptotic behaviour of solutions to the Stefan problem with a kinetic condition at a free boundary. J Austral Math Soc B 31:81–96CrossRefMATH
64.
go back to reference Umantsev A, Davis SH (1992) Growth from a hypercooled melt near absolute stability. Phys Rev A 45:7195–7201ADSCrossRef Umantsev A, Davis SH (1992) Growth from a hypercooled melt near absolute stability. Phys Rev A 45:7195–7201ADSCrossRef
65.
go back to reference Charach Ch, Zaltzman B (1993) Planar solidification from an undercooled melt: asymptotic solutions to a continuum model with interfacial kinetics. Phys Rev A 47:1230–1234ADS Charach Ch, Zaltzman B (1993) Planar solidification from an undercooled melt: asymptotic solutions to a continuum model with interfacial kinetics. Phys Rev A 47:1230–1234ADS
66.
go back to reference Charach Ch, Zaltzman B (1994) Analytic model for planar growth of a solid germ from an undercooled melt. Phys Rev E 49:4322–4327ADSCrossRef Charach Ch, Zaltzman B (1994) Analytic model for planar growth of a solid germ from an undercooled melt. Phys Rev E 49:4322–4327ADSCrossRef
67.
69.
go back to reference AGARD (1997) Ice accretion simulation. Report of the fluid dynamics working group 20. AGARD Advisory Report, AGARD-AR-344, ISBN 92-836-1067-9 AGARD (1997) Ice accretion simulation. Report of the fluid dynamics working group 20. AGARD Advisory Report, AGARD-AR-344, ISBN 92-836-1067-9
70.
go back to reference Davis SH (2000) Interfacial fluid dynamics. In: Batchelor GK, Moffat HK, Worster MG (eds) Perspectives in fluid dynamics (chap 1). Cambridge University Press, Cambridge Davis SH (2000) Interfacial fluid dynamics. In: Batchelor GK, Moffat HK, Worster MG (eds) Perspectives in fluid dynamics (chap 1). Cambridge University Press, Cambridge
71.
72.
go back to reference Weidman PD, Kubitschek DG, Davis AMJ (2006) The effect of transpiration on self-similar boundary-layer flow over moving surfaces. Int J Eng Sci 44:730–737CrossRefMATH Weidman PD, Kubitschek DG, Davis AMJ (2006) The effect of transpiration on self-similar boundary-layer flow over moving surfaces. Int J Eng Sci 44:730–737CrossRefMATH
73.
go back to reference Sychev VV (1980) On certain singularities in solutions of equations of boundary layer on a moving surface. P M M Soc USSR 44:587MathSciNetMATH Sychev VV (1980) On certain singularities in solutions of equations of boundary layer on a moving surface. P M M Soc USSR 44:587MathSciNetMATH
74.
go back to reference Elliott JW, Cowley SJ, Smith FT (1983) Breakdown of boundary layers; (i) on moving surfaces; (ii) in semi-similar unsteady flow; (iii) in fully unsteady flow. Geophys Astrophys Fluid Dyn 25:77–138ADSCrossRef Elliott JW, Cowley SJ, Smith FT (1983) Breakdown of boundary layers; (i) on moving surfaces; (ii) in semi-similar unsteady flow; (iii) in fully unsteady flow. Geophys Astrophys Fluid Dyn 25:77–138ADSCrossRef
76.
78.
79.
go back to reference Scheichl B, Kluwick A, Smith FT (2011) Break-away separation for high turbulence intensity and large Reynolds number. J Fluid Mech 670:260–300ADSMathSciNetCrossRefMATH Scheichl B, Kluwick A, Smith FT (2011) Break-away separation for high turbulence intensity and large Reynolds number. J Fluid Mech 670:260–300ADSMathSciNetCrossRefMATH
80.
go back to reference Wagner B, Hammond D, van Hengst J, Gent R, Kind R (1997) Introduction. In: Ice accretion simulation. Report of the fluid dynamics working group 20. AGARD Advisory Report AGARD-AR-344. ISBN 92-836-1067-9 Wagner B, Hammond D, van Hengst J, Gent R, Kind R (1997) Introduction. In: Ice accretion simulation. Report of the fluid dynamics working group 20. AGARD Advisory Report AGARD-AR-344. ISBN 92-836-1067-9
81.
go back to reference van Hengst J, Gent R, Hammond D, Wagner B (1997) Ice accretion and its effects on aircraft. In: Ice accretion simulation. Report of the fluid dynamics working group 20. AGARD Advisory Report AGARD-AR-344, ISBN 92-836-1067-9 van Hengst J, Gent R, Hammond D, Wagner B (1997) Ice accretion and its effects on aircraft. In: Ice accretion simulation. Report of the fluid dynamics working group 20. AGARD Advisory Report AGARD-AR-344, ISBN 92-836-1067-9
82.
go back to reference King R, Feo A, Golia C, Shah A (1997) Experimental techniques and facilities. In: Ice accretion simulation. Report of the fluid dynamics working group 20. AGARD Advisory Report AGARD-AR-344, ISBN 92-836-1067-9 King R, Feo A, Golia C, Shah A (1997) Experimental techniques and facilities. In: Ice accretion simulation. Report of the fluid dynamics working group 20. AGARD Advisory Report AGARD-AR-344, ISBN 92-836-1067-9
83.
go back to reference Potapczuk MG, Gent R, Gifford D (1997) Review, validation and extension of ice accretion prediction codes. In: Ice accretion simulation. Report of the fluid dynamics working group 20. AGARD Advisory Report AGARD-AR-344, ISBN 92-836-1067-9 Potapczuk MG, Gent R, Gifford D (1997) Review, validation and extension of ice accretion prediction codes. In: Ice accretion simulation. Report of the fluid dynamics working group 20. AGARD Advisory Report AGARD-AR-344, ISBN 92-836-1067-9
84.
go back to reference Shin J (1994) Characteristics of surface roughness associated with leading edge ice accretion. AIAA-94-0799 [See also Shin J (1996) J Aircraft 33:316–321] Shin J (1994) Characteristics of surface roughness associated with leading edge ice accretion. AIAA-94-0799 [See also Shin J (1996) J Aircraft 33:316–321]
Metadata
Title
Ice formation on a smooth or rough cold surface due to the impact of a supercooled water droplet
Authors
J. W. Elliott
F. T. Smith
Publication date
24-03-2015
Publisher
Springer Netherlands
Published in
Journal of Engineering Mathematics / Issue 1/2017
Print ISSN: 0022-0833
Electronic ISSN: 1573-2703
DOI
https://doi.org/10.1007/s10665-015-9784-z

Other articles of this Issue 1/2017

Journal of Engineering Mathematics 1/2017 Go to the issue

Premium Partners