Abstract
Mixing of binary mixtures of nanopowders afforded by rapid expansion of high pressure and supercritical suspensions (REHPS) is investigated to examine the roles of two previously reported deagglomeration mechanisms. The quality of mixing was characterized through intensity and scale of segregation using concentration data obtained through energy dispersive X-ray spectroscopy; the corresponding deagglomeration was quantified using differential mobility and image analyses in conjunction with electron microscopy. Increasing the pressure from which expansion was carried out, and decreasing the nozzle diameter led to improved deagglomeration. However, increased pressure alone did not influence the mixture quality, which was found to also depend on the scale of mixedness of the constituents before transport through the nozzle, establishing that the REHPS mixing is significantly improved by improving the quality of the premix. The scale of segregation correlated with the size of the most energetic eddies present during flow through the nozzle, both of which increased with nozzle diameter, corroborating the importance of previously reported shear-induced deagglomeration mechanism. Finally, REHPS was also shown to be capable of deagglomerating carbon nanotube bundles and mix them well with alumina, silica, and titania at submicron scale.
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References
Adamson TC, Nicholls JA (1959) On the structure of jets from highly underexpanded nozzles into still air. J Aerospace Sci 26:16–24
Ammednola P, Chirone R (2010) Aeration and mixing behaviours of nano-sized powders under sound vibration. Powder Technol 201:49–56
Baldyga J, Orciuch W, Makowski L, Malski-Brodzicki M, Malik K (2007) Break up of nano-particle clusters in high-shear devices. Chem Eng Process 46(9):851–861
Brandt O, Rajahusmi AM, Roth P (1987) First observations on break up of particle agglomerates in shock waves. Exp Fluids 5:86–94
Danckwerts PV (1952) The definition and measurement of some characteristics of mixtures. Appl Sci Res 3:279–296
Duncan MA, Rouvray DH (1989) Microclusters. Sci Am 261:110–115
Endo Y, Hasebe S, Kousaka Y (1997) Dispersion of aggregates of the powder by acceleration in an air stream and its application to the evaluation of adhesion between particles. Powder Technol 91:25–30
Galinat S, Masbernat O, Guiraud C, Dalmazzone C, Noik C (2005) Drop break up in turbulent pipe flow downstream of a restriction. Chem Eng Sci 60:6511–6528
Hu J, Johnston KP, Williams ROI (2004) Nano-particle engineering processes for enhancing the dissolution rates of poorly water soluble drugs. Drug Dev Ind Pharm 30(3):233–245
Huang C, Wang Y, Wei F (2008) Solid mixing behavior in a nano-agglomerate fluidized bed. Powder Technol 182(3):334–341
Kumari L, Zhang T, Du GH, Li WZ, Wang QW, Datye A, Wu KH (2008) Thermal properties of CNT-alumina nanocomposites. Compos Sci Technol 68(9):2178–2183
Lemmon EW, McLinden MO, Friend DG (2009) Thermophysical properties of fluid systems. In: Mallard WG, Linstrom PJ (eds) NIST chemistry webbook: NIST standard reference database number 69. National Institute of Standards and Technology, Gaithersburg, MD
Nakamura H, Watano S (2008) Fundamental particle fluidization behavior and handling of nano-particles in a rotating fluidized bed. Powder Technol 183:324–332
Nam CH, Pfeffer RR, Dave RN, Sundaresan S (2004) Aerated vibrofluidization of silica nano-particles. AIChE J 50:1776–1785
Perry RH, Green DW (eds) (2009) Perry’s chemical engineers’ handbook, 8th edn. McGraw-Hill, New York
Pope SB (2000) Turbulent flows. Cambridge University Press, Cambridge, England, New York
Quevedo J, Omosebi A, Pfeffer RR (2009) Fluidization enhancement of agglomerates of metal oxide nano-powders. AIChE J 56(6):1456–1468
Rawle AF (2007) Micron sized nano-materials. Powder Technol 174(1–2):6–9
Sanganwar GP, Gupta RB (2008) Enhancement of shelf like and handling properties of drug nano-particles: nanoscale mixing of itraconazole with silica. Ind Eng Chem Res 47(14):4717–4725
Sanganwar GP, Gupta RB, Ermoline A, Scicolone JV, Dave RN (2008) Environmentally benign nanomixing by sonication in high pressure carbon dioxide. J Nanopar Res 11:405–419
Scicolone JV, Mujumdar A, Dave RN (2008) Mixing of nanosized particle by magnetically assisted impaction mixing in dry and fluid suspension. In: Proceedings of AIChE 2008 Annual Meeting. Philadelphia, PA. Accessed 17 Nov 2008
Seekkuarachchi IN, Kumazawa H (2008) Aggregation and disruption mechanisms of nanoparticulate aggregates. 2. Dispersion of aggregates using a motionless mixer. Ind Eng Chem Res 47:2401–2413
Shapiro A (1958) The dynamics and thermodynamics of compressible fluid flow. Ronald Press, New York
Shieh Y-T, Liu G-L, Hwang KC, Chen C-C (2005) Crystallization, melting and morphology of PEO in PEO/MWNT-g-PMMA blends. Polymers 46:10945–10951
Shinohara N, Dabbs DM, Aksay IA (1986) Infrared transparent mullite through densification of monolithic gels at 1250°C. Infrared Opt Transm Mater 683:19–24
Sperling RA, Parak WJ (2010) Surface modification, functionalization and bioconjugation of colloidal inorganic nano-particles. Philos Trans R Soc London A 368(1915):1333–1383
Strecker J, Roth P (1994) Particle breakup in shock waves studied by single particle light scattering. Part Part Syst Char 11:222–226
Sun J, Gao L, Jin X (2005) Reinforcement of alumina matrix with multi-walled carbon nanotubes. Ceram Int 31(6):893–896
To D, Yin X, Sundaresan S, Dave RN (2009) Deagglomeration of nano-particle aggregates via rapid expansion of high-pressure suspensions. AIChE J 55(11):2756–3032
Valverde JM, Quintanilla MA, Catellanos A, Lepek D, Quevedo J, Dave RN, Pfeffer RR (2008) Fluidization of fine and ultrafine particles using nitrogen and neon as fluidizing gases. AIChE J 54(1):86–103
Van der Wel PGJ (1999) Powder mixing. Powder Handl Process 11(1):83–86
Vankova N, Tcholakova S, Ivanov IB, Vulchev VD, Danner T (2007) Emulsification in turbulent flow 1: mean and maximum drop diameters in inertial and viscous regimes. J Colloid Interf Sci 312(2):363–380
Venables HJ, Wells JI (2001) Powder mixing. Drug Dev Ind Pharm 27(7):599-612
Vol’khin VV, Kazakova IL, Pongratz P, Halwax E (2000) Mullite formation from highly homogeneous mixtures of Al2O3 and SiO2. Inorg Mater 36(4):375–379
Voss A, Finlay W (2002) Deagglomeration of dry powder pharmaceutical aerosols. Int J Pharm 248:39–50
Wei D, Dave RN, Pfeffer R (2002) Mixing and characterization of nanosized powders: an assessment of different techniques. J Nanopart Res 4:21–41
Weinekotter R, Gericke H (2000) Mixing of solids, particle technology series. Kluwer Academic Publishers, Dordrecht, the Netherlands
Xie L, Rielly CD, Ozcan-Taskin G (2008) Break-up of nano-particle agglomerates by hydrodynamically limited processes. J Disper Sci Technol 29:573–579
Yang J, Wang Y, Dave RN, Pfeffer RR (2003) Mixing of nano-particles by rapid expansion of high pressure suspensions. Adv Powder Technol 14:471–493
Zumaeta N, Cartland-Glover GM, Heffereman SP, Byrne EP, Fitzpatrick JJ (2005) Breakage model development and application with CFD for predicting breakage of whey protein precipitate particles. Chem Eng Sci 60:3443–3452
Zumaeta N, Byrne EP, Fitzpatrick JJ (2007) Predicting precipitate breakage during turbulent flow through different flow geometries. Colloid Surface A Physicochem Eng Asp 292:251–263
Acknowledgments
This study was supported in part by the National Science Foundation through a Nano-Interdisciplinary Research Team (NIRT) grant, DMI-0506722, and an IGERT fellowship to Daniel To through DGE-0504497. Partial support from EEC-0540855 to Rajesh Dave and Daniel To is also acknowledged.
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To, D., Sundaresan, S. & Dave, R. Nanoparticle mixing through rapid expansion of high pressure and supercritical suspensions. J Nanopart Res 13, 4253–4266 (2011). https://doi.org/10.1007/s11051-011-0369-0
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DOI: https://doi.org/10.1007/s11051-011-0369-0