PMMH, CNRS UMR 7636, ESPCI, Paris, France.
Langmuir. 2013 May 14;29(19):5689-700. doi: 10.1021/la400498j. Epub 2013 May 6.
Populations of droplets or particles dispersed in a liquid may evolve through Brownian collisions, aggregation, and coalescence. We have found a set of conditions under which these populations evolve spontaneously toward a narrow size distribution. The experimental system consists of poly(methyl methacrylate) (PMMA) nanodroplets dispersed in a solvent (acetone) + nonsolvent (water) mixture. These droplets carry electrical charges, located on the ionic end groups of the macromolecules. We used time-resolved small angle X-ray scattering to determine their size distribution. We find that the droplets grow through coalescence events: the average radius (R) increases logarithmically with elapsed time while the relative width σR/(R) of the distribution decreases as the inverse square root of (R). We interpret this evolution as resulting from coalescence events that are hindered by ionic repulsions between droplets. We generalize this evolution through a simulation of the Smoluchowski kinetic equation, with a kernel that takes into account the interactions between droplets. In the case of vanishing or attractive interactions, all droplet encounters lead to coalescence. The corresponding kernel leads to the well-known "self-preserving" particle distribution of the coalescence process, where σR/(R) increases to a plateau value. However, for droplets that interact through long-range ionic repulsions, "large + small" droplet encounters are more successful at coalescence than "large + large" encounters. We show that the corresponding kernel leads to a particular scaling of the droplet-size distribution-known as the "second-scaling law" in the theory of critical phenomena, where σR/(R) decreases as 1/√(R) and becomes independent of the initial distribution. We argue that this scaling explains the narrow size distributions of colloidal dispersions that have been synthesized through aggregation processes.
在液体中分散的液滴或粒子的群体可能会通过布朗碰撞、聚集和聚结而演变。我们已经找到了一组条件,在这些条件下,这些群体自发地向狭窄的尺寸分布演变。实验系统由分散在溶剂(丙酮)+非溶剂(水)混合物中的聚甲基丙烯酸甲酯(PMMA)纳米液滴组成。这些液滴携带位于大分子离子端基上的电荷。我们使用时间分辨小角 X 射线散射来确定它们的尺寸分布。我们发现液滴通过聚结事件生长:平均半径(R)随时间对数增加,而分布的相对宽度 σR/(R) 随(R)的平方根减小。我们将这种演变解释为由于液滴之间的离子排斥而阻碍了聚结事件。我们通过考虑液滴之间相互作用的 Smoluchowski 动力学方程的模拟来推广这种演变。在不存在或吸引力相互作用的情况下,所有液滴相遇都会导致聚结。相应的核函数导致了众所周知的聚结过程的“自保持”粒子分布,其中 σR/(R) 增加到一个平台值。然而,对于通过长程离子排斥相互作用的液滴,“大+小”液滴相遇比“大+大”相遇更成功地发生聚结。我们表明,相应的核函数导致了液滴尺寸分布的特定标度,这在临界现象理论中被称为“第二标度律”,其中 σR/(R) 随 1/√(R) 减小,并与初始分布无关。我们认为这种标度解释了通过聚集过程合成的胶体分散体的狭窄尺寸分布。