A population balance model of quantum dot formation: Oriented growth and ripening of ZnO

Abstract The precipitation of zinc oxide (ZnO) semiconductor quantum dots was investigated throughout the whole particle formation process, namely reaction, nucleation, growth and ripening and described by means of population balance equations (PBE). Regarding nucleation, the simulation revealed that the mechanism for the solid formation is by orders of magnitude lower than predicted by classical homogeneous nucleation theory. Thus, the earliest stages of particle formation were described by a combination of reaction kinetics determined by experiments for the formation of preformed clusters and subsequent oriented cluster aggregation. Finally, slow Ostwald ripening, i.e. the growth of larger structures at the expense of smaller particles, was modeled in good agreement with the already experimentally determined particle sizes for ripening temperatures between 10 and 50 °C.

[1]  Ulrich Nieken,et al.  Modeling and simulation of crystallization processes using parsival , 2001 .

[2]  N. Pesika,et al.  Coarsening of metal oxide nanoparticles. , 2002, Physical review. E, Statistical, nonlinear, and soft matter physics.

[3]  B. J. McCoy,et al.  Transition from nucleation and growth to Ostwald ripening , 2002 .

[4]  W. Peukert,et al.  Analysis of optical absorbance spectra for the determination of ZnO nanoparticle size distribution, solubility, and surface energy. , 2009, ACS nano.

[5]  R. L. Penn,et al.  Kinetics of Oriented Aggregation , 2004 .

[6]  Shamsul Qamar,et al.  A comparative study of high resolution schemes for solving population balances in crystallization , 2006, Comput. Chem. Eng..

[7]  W. Peukert,et al.  Modelling titania formation at typical industrial process conditions: effect of surface shielding and surface energy on relevant growth mechanisms , 2006 .

[8]  P. Searson,et al.  Influence of solvent on the growth of ZnO nanoparticles. , 2003, Journal of colloid and interface science.

[9]  D. Sarma,et al.  Growth kinetics of ZnO nanocrystals: a few surprises. , 2007, Journal of the American Chemical Society.

[10]  Michael Manhart,et al.  Predictive simulation of nanoparticle precipitation based on the population balance equation , 2006 .

[11]  G. Seifert,et al.  Motif reconstruction in clusters and layers: benchmarks for the Kawska-Zahn approach to model crystal formation. , 2010, Chemphyschem : a European journal of chemical physics and physical chemistry.

[12]  C. Rao,et al.  Growth Kinetics of ZnO Nanorods : Capping-Dependent Mechanism and Other Interesting Features , 2008 .

[13]  Marc A. Anderson,et al.  Semiconductor clusters in the sol-gel process: quantized aggregation, gelation, and crystal growth in concentrated zinc oxide colloids , 1991 .

[14]  Marco Mazzotti,et al.  Multi-scale modeling of a mixing-precipitation process in a semibatch stirred tank , 2007 .

[15]  Yulin Deng,et al.  Kinetics Study of ZnO Nanorod Growth in Solution , 2009 .

[16]  L. Liz‐Marzán,et al.  Size Effects in ZnO: The Cluster to Quantum Dot Transition , 2003 .

[17]  C. Santilli,et al.  Preparation of ZnO Nanoparticles: Structural Study of the Molecular Precursor , 2003 .

[18]  W. Peukert,et al.  Detailed Analysis of the Growth Kinetics of ZnO Nanorods in Methanol , 2010 .

[19]  N. Ming,et al.  Shape‐Selective Synthesis of Gold Nanoparticles with Controlled Sizes, Shapes, and Plasmon Resonances , 2007 .

[20]  Marco Mazzotti,et al.  Applying a Thermodynamic Model to the Non‐Stoichiometric Precipitation of Barium Sulfate , 2003 .

[21]  D. Zahn,et al.  Atomistic mechanisms of ZnO aggregation from ethanolic solution: ion association, proton transfer, and self-organization. , 2008, Nano letters.

[22]  W. Peukert,et al.  Optimum between purification and colloidal stability of ZnO nanoparticles , 2010 .

[23]  John E. Bonevich,et al.  GROWTH KINETICS OF NANOCRYSTALLINE ZNO PARTICLES FROM COLLOIDAL SUSPENSIONS , 1998 .

[24]  W. Peukert,et al.  Simultaneous 3D observation of different kinetic subprocesses for precipitation in a T-mixer , 2009 .

[25]  Ryszard Pohorecki,et al.  Mixing-precipitation model with application to double feed semibatch precipitation , 1995 .

[26]  N. Pesika,et al.  Relationship between Absorbance Spectra and Particle Size Distributions for Quantum-Sized Nanocrystals , 2003 .

[27]  W. Peukert,et al.  Real-Time Monitoring of the Nucleation and Growth of ZnO Nanoparticles Using an Optical Hyper-Rayleigh Scattering Method , 2009 .

[28]  Michael Manhart,et al.  Precipitation of nanoparticles in a T-mixer: Coupling the particle population dynamics with hydrodynamics through direct numerical simulation , 2006 .

[29]  Eric A. Meulenkamp,et al.  Synthesis and Growth of ZnO Nanoparticles , 1998 .

[30]  W. Peukert,et al.  Experimental and theoretical studies of the colloidal stability of nanoparticles-a general interpretation based on stability maps. , 2011, ACS nano.

[31]  M. Leskelä,et al.  Crystal Structure of mu4-Oxo-hexakis(mu-acetato)tetrazinc and Thermal Studies of its Precursor, Zinc Acetate Dihydrate. , 1987 .

[32]  Pralay K. Santra,et al.  Growth mechanism of nanocrystals in solution: ZnO, a case study. , 2007, Physical review letters.

[33]  Frank Stenger,et al.  Agglomeration and breakage of nanoparticles in stirred media mills : a comparison of different methods and models , 2006 .

[34]  A. Rogach,et al.  Evolution of an Ensemble of Nanoparticles in a Colloidal Solution: Theoretical Study , 2001 .

[35]  X. Duan,et al.  Experimental and numerical investigation of the precipitation of barium sulfate in a rotating liquid film reactor , 2009 .

[36]  T. Ring Nano-sized cluster nucleation , 2001 .

[37]  W. Peukert,et al.  Communication via Electron and Energy Transfer between Zinc Oxide Nanoparticles and Organic Adsorbates , 2009 .

[38]  L. Spanhel Colloidal ZnO nanostructures and functional coatings: A survey , 2006 .

[39]  Jianfeng Chen,et al.  Interaction of macro- and micromixing on particle size distribution in reactive precipitation , 1996 .

[40]  Sohrab Rohani,et al.  Micromixing in a single‐feed semi‐batch precipitation process , 1999 .