The role of hydrodynamic interactions on the aggregation kinetics of sedimenting colloidal particles

被引:13
作者
Turetta, Lorenzo [1 ]
Lattuada, Marco [1 ]
机构
[1] Univ Fribourg, Dept Chem, Chemin Musee 9, CH-1700 Fribourg, Switzerland
关键词
ACCELERATED STOKESIAN DYNAMICS; BROWNIAN-DYNAMICS; SIMULATION; ATTRACTION; VISCOSITY; GELATION; MODEL; FLOW;
D O I
10.1039/d1sm01637g
中图分类号
O64 [物理化学(理论化学)、化学物理学];
学科分类号
070304 ; 081704 ;
摘要
The aggregation kinetics of sedimenting colloidal particles under fully destabilized conditions has been investigated over a wide range of particle volume fractions (phi) and Peclet numbers (Pe) using the recent PSE algorithm implementing the Rotne-Prager-Yamakawa (RPY) approximation for long-range Hydrodynamic Interactions (HI). Fast Lubrication Dynamics (FLD) and simple Brownian Dynamics (BD) methods have also been employed to assess the importance of long range hydrodynamic interactions on the resulting dynamics. It has been observed that long-range hydrodynamic interactions are essential to capture the fast aggregation rates induced by the increase in sedimentation rate of clusters with increasing mass, which manifests with an explosive-like cluster growth after a given induction time. On the contrary, simulations employing only short-range hydrodynamic interactions (such as FLD) and BD (which neglects completely hydrodynamic interactions) are incapable of predicting this very rapid kinetics, because sedimentation simply leads to all particles and clusters moving vertically with identical velocity. It has been observed that at high volume fractions and low Pe values, a gel point can be formed and a phase diagram predicting when gelation is reached has been obtained. It was also observed that, as Pe increases, the anisotropy of the resulting clusters decreases, suggesting that denser clusters with spherical-like morphology are formed due to cluster breakage and restructuring. We can conclude that long-range hydrodynamic effects are of crucial importance in understanding the aggregation dynamics of settling clusters, revealing important features of the complex interplay between sedimentation, and colloidal interactions.
引用
收藏
页码:1715 / 1730
页数:16
相关论文
共 64 条
[1]   Settling by cluster deposition in aggregating colloidal suspensions [J].
Allain, C ;
Cloitre, M ;
Parisse, F .
JOURNAL OF COLLOID AND INTERFACE SCIENCE, 1996, 178 (02) :411-416
[2]   AGGREGATION AND SEDIMENTATION IN COLLOIDAL SUSPENSIONS [J].
ALLAIN, C ;
CLOITRE, M ;
WAFRA, M .
PHYSICAL REVIEW LETTERS, 1995, 74 (08) :1478-1481
[3]   HOOMD-blue: A Python']Python package for high-performance molecular dynamics and hard particle Monte Carlo simulations [J].
Anderson, Joshua A. ;
Glaser, Jens ;
Glotzer, Sharon C. .
COMPUTATIONAL MATERIALS SCIENCE, 2020, 173
[4]  
[Anonymous], 2010, An introduction to interfaces & colloids: the bridge to nanoscience
[5]   BROWNIAN-DYNAMICS SIMULATION OF THE FORMATION OF COLLOIDAL AGGREGATE AND SEDIMENT STRUCTURE [J].
ANSELL, GC ;
DICKINSON, E .
FARADAY DISCUSSIONS, 1987, 83 :167-177
[6]   Accelerated Stokesian dynamics: Brownian motion [J].
Banchio, AJ ;
Brady, JF .
JOURNAL OF CHEMICAL PHYSICS, 2003, 118 (22) :10323-10332
[7]   STOKESIAN DYNAMICS [J].
BRADY, JF ;
BOSSIS, G .
ANNUAL REVIEW OF FLUID MECHANICS, 1988, 20 :111-157
[8]   Computer simulation of viscous suspensions [J].
Brady, JF .
CHEMICAL ENGINEERING SCIENCE, 2001, 56 (09) :2921-2926
[9]  
Buitinck L., 2013, J MACH LEARN RES, V12, P2830
[10]  
BYBEE MD, 2009, THESIS U ILLINOIS UR