An Image-Based Technique for Measuring Droplet Size Distribution: The Use of CNN Algorithm

A challenging task in measuring droplet size is the ability to perform in-situ droplet size distribution analysis on multiphase fluids in their native states in the undisturbed environment. In this study, an inline two-dimensional low cost–high accuracy technique is presented for continuous measurement of spherical or non-spherical droplets in emulsions using image processing. The characteristic of the droplets is evaluated and the describe drop size distributions in different ranges is determined. This droplet size determination algorithm is based on both cellular neural networks and linear matrix inequality. Our main work focuses on the performance of the proposed methodology for exploring the dynamical evolution of such droplet size distributions by in-situ measurement. Moreover, the results were compared with those obtained using laser diffraction analyzer technique. It was proved that this method can efficiently characterize the quality of dispersed phase by determining droplet size distribution.     

Miniemulsion polymerization of styrene: Evolution of the particle size distribution

The mechanism of the miniemulsion polymerization of styrene was investiaged through a combination of calorimetry to monitor the polymerization rate and transmission electron microscopy (TEM) to follow the evolution of the particle size distribution. These techniques proved to be a powerful combination for gaining detailed mechanistic information regarding these polymerizations. Particle size analysis of the latexes withdrawn during the course of the reaction revealed that most of the polymer particles were formed by a relatively low conversion (i.e., 10% conversion). However, nucleation continued well past this point (to 40-60% conversion). In fact, it was observed that nucleation in miniemulsion polymerizations using cetyl alcohol continued past the maximum in the rate of polymerization. As a result of these long nucleation periods, the latex particle size distributions produced from these miniemulsion polymerizations were broader than their conventional emulsion polymerization counterparts, and were negatively skewed with a tail of small particles. The amount of negative skewing of the particle size distributions was found to decrease with increasing initiator (potassium persulfate) concentration. Finally, a correlation was observed between the length of time to the maximum polymerization rate and the breadth of the particle size distribution as reflected in the standard deviation. © 1995 John Wiley & Sons, Inc.     

Effect of Droplet Size in Acrylamide‐Based Microgel Formation by Microfluidics

Polymer microgels with sizes of some tens to hundreds of micrometers can be formed with exquisite control by droplet‐based microfluidic templating. This study presents a systematic assessment of the effect of the premicrogel droplet size on the ability of production of such microgels. The focus is on two popular acrylamide‐derivatives at a fixed monomer concentration and external polymerization temperature. An exponential dependence of the success of droplet gelation on the droplet size is found, which can be rationalized in view of the balance between production and transfer of heat within and from the droplets on basis of a simple Arrhenius argument.

     

Particle Size Effects in TEMPO‐Mediated Radical Polymerization of Styrene in Aqueous Miniemulsion

Summary: 2,2,6,6‐Tetramethylpiperidinyl‐1‐oxy (TEMPO)‐mediated radical polymerization of styrene in aqueous miniemulsion at 125 °C using sodium dodecylbenzenesulfonate and poly(vinyl alcohol), respectively, as colloidal stabilizers has been investigated. The particle size had a dramatic effect on the polymerization process. Decreasing particle size led to a markedly higher polymerization rate, but less control and a lower degree of livingness. For particles with diameters greater than approximately 170 nm, the polymerization behavior was essentially the same as in the corresponding bulk system. By varying the particle size within an appropriate range, it is possible to tune the polymerization such that the polymerization rate is increased while still maintaining reasonable control and livingness.

     

氧化-还原低温引发苯乙烯/丙烯酸丁酯细乳液聚合粒度分布和成核机理的研究

用氧化还原引发剂(NH₄)₂S₂O₈/NaHSO₃研究了苯乙烯(St)/丙烯酸丁酯(BA)低温下的细乳液共聚合,细乳液单体液滴在亚微米级(100～400nm).测定了聚合过程中粒子大小及分布的变化,发现细乳液聚合随引发剂、乳化剂和共乳化剂浓度的增加,乳胶粒子尺寸变小,分布变宽,并且比相同条件下传统乳液聚合的粒子大.计算了聚合过程中粒子数变化规律及乳化剂覆盖率,讨论了细乳液与传统乳液中引发剂、乳化剂对反应过程的影响及成核机理的差异.     

On the Reaction Characteristics of Miniemulsion Polymerization with Aqueous Phase Initiation – Experiments and Modeling

Miniemulsions, consisting of submicron droplets of very hydrophobic lauryl methacrylate or 4‐tert‐butyl styrene, are successfully polymerized using water‐soluble sodium persulfate. Monitoring the calorimetric profile as well as the droplet and particle size distribution with conversion manifests a process of monomer redistribution, droplet disappearance, and narrowing of the particle size distribution. The observed reaction characteristics could be modeled adequately, using thermodynamic principles. The results of the work presented do not only have predicting value, but also enfeeble the idea of a one‐to‐one translation of monomer droplets into polymer particles in miniemulsion polymerization.     

Characterization of Monomer Emulsions in Terms of Droplet Size and Stability: Effect of Emulsifier Concentration

In emulsification processes, the estimation of the droplet size distribution is important data not only because it is linked with the manufacturing process, but also because it is an important parameter affecting the emulsion stability. The aim of this research is to use the ultraviolet-visible transmission spectrum as a tool for emulsion characterization (droplet size and stability) to be a function of monomer concentration, and to verify of emulsion stability using the volume of separated phase's technique. Both techniques are applied to monomer emulsions as a function of emulsifier concentration. Results show correlations between droplet size measurements and stability of emulsions using the spectroscopy technique; results were also found to be in agreement using the cleared volume method.     

Determination of Size Distribution of Nano-particles by Capillary Zone Electrophoresis

A new method was developed for the determination of the size distribution of nano-particles by capillary zone electrophoresis (CZE). Scattering effect of nanoparticles was studied. This method for the determination of size distribution was statistical.     

毛细管区带电泳测定纳米粒子粒度分布的研究

建立了一种用毛细管区带电泳测定纳米粒子平均粒径及粒径分布的新方法。该方法通过外标定量法对样品的原始电泳谱图进行定量校正,从而得到样品的粒径分布图及平均粒径。外标定量法包括迁移时间-粒径校正曲线的建立及不同粒径含量校正曲线的建立。该方法所需样品量少,且粒度分布结果具有统计代表性。     

表面作用力孔流通模型计算高分子滤过膜孔径大小及分布的方法

综述了一种建立在表面作用力孔流通模型基础上计算高分子多孔滤过膜孔径大小及分布的方法。     

用动态激光散射法测定悬浮液中颗粒尺寸分布的一些经验

介绍了用动态激光散射仪测定用炸药爆炸法制备的纳米金刚石粉在水悬浮液中的颗粒尺寸分布时,取得的一些经验和教训.指出,在悬浮液样品制备和测定条件选择上的一些重要因素,必须认真对待,才能得到重复性良好的结果.可供从事此项工作的人士参考.     

毛细管区带电泳测定纳米粒子粒径分布的探索

研究了采用毛细管区带电泳测定纳米粒子粒径分布的可能性。在合适的分散条件下,聚苯乙烯(PS)纳米粒子在进样及电泳迁移过程中不发生团聚。通过选择合适的电泳操作条件,PS纳米粒子可以按照粒径大小得到分离,且迁移时间及峰面积的重现性良好。     

An insight into the process of tablet formation of microcrystalline cellulose

The present paper aims to show whether the shrinking of the microcrystalline cellulose (MCC) tablets can be derived from underlying processes and whether these processes can be visualized on a nanoscale level. Tableting of MCC was performed on an instrumented eccentric tableting machine to a maximum relative density (ρ_rel,max) of 0.90 of the tablets. The apparent density of the tablets was analyzed by helium pycnometry after tableting. The breaking surface of a MCC tablet was analyzed directly after tableting continuously by video in an environmental scanning electron microscope (ESEM) at constant humidity. Further the breaking surface was analyzed by transmission electron microscopy (TEM) after freeze fracturing. The results show that firstly apparent density by helium pycnometry increases after tableting and that secondly inside the tablet the fiber strength decreased while also the gaps between the fibers increased as was visualized by ESEM. Further the results by TEM indicate that the decrease in fiber strength is caused by a parallel orientation of the MCC microcrystals which is induced by a mechanical activation due to tableting. In conclusion the measured shrinking MCC tablets after tableting is caused by processes on a nanoscale level.     

微乳毛细管电动色谱微乳粒径电化学测定方法研究

以二茂铁(Fc)作为电化学探针,采用循环伏安法测定了微乳毛细管电动色谱中常用水包油型微乳体系十二烷基硫酸钠(SDS)/正丁醇/正辛烷在不同配比下的扩散系数,并通过扩散系数推算微乳粒径的变化规律。研究表明,随着表面活性剂SDS浓度增加,粒径减小;随着正丁醇的增加,粒径减小;正辛烷的量对粒径影响不大。使用动态激光光散射法对实验结果进行验证,发现当电活性物质Fc全部溶于油相中时,两种方法测定结果基本相符;但随着正丁醇浓度增大,粒径是增大的。Fc在微乳液滴油核外的溶解度增大,导致测量误差增大。     

The Role of Internal Droplet Size on Emulsion Stability and the Extraction Performance of Kraft Lignin Removal from Pulping Wastewater in Emulsion Liquid Membrane Process

It has been discovered that the size of internal droplets in primary emulsion determines emulsion dispersion and stability in emulsion liquid membrane (ELM) process for removal of lignin from pulping wastewater. Generally, primary emulsion contains kerosene, Aliquat 336, sodium bicarbonate, as well as Span 80 as diluent, carrier, internal phase, and surfactant, respectively. Hence, this study had looked into the parameters, including concentration of surfactant, carrier, and stripping agent; emulsification speed and time; as well as agitation speed and time. As a result, the diameter of the smallest droplets (1.4 µm) was formed with maximum lignin extraction (95%), minimum swelling (5%) at 3% (w/v) surfactant concentration, 12,000 rpm of emulsification within 5 minutes, 0.01 M of Aliquat 336, 0.1 M of NaHCO_3, and 250 rpm of extraction within 10 minutes.     

Electrochemical Determination of the KRAS Genetic Marker for Colon Cancer with Modified Graphete and Graphene Paste Electrodes

The determination of KRAS was performed using electrochemical sensing devices based on graphite and graphene pastes, modified with a phthalocyanine-boron dipyrromethene (BODIPY) and azulenes dyes. The limits of quantification for KRAS were 1.54?×?10^?4?µg/mL using the sensor based on the phthalocyanine-BODIPY dye and graphite, 2.64?×?10^?7?µg/mL using the sensor based on 2,6-bis((E)-2-(furan-2-yl)vinyl)-4-(4,6,8-trimethylazulen-1-yl)pyridine/TiO₂Pt/reduced graphene oxide, and 3.84?×?10^?3?µg/mL using the sensor based on 2,6-bis((E)-2-(thiophen-3-yl)vinyl)-4-(4,6,8-trimethylazulen-1-yl)pyridine/TiO₂Pt/reduced graphene oxide. Recovery measurements demonstrated the suitable analytical performance of these sensors for the early detection of colon cancer by the analysis of whole blood samples.     

Effect of Polymerization Condition on Particle Size Distribution in St/BA/MAA Emulsion Polymerization Process

IntroductionIn the last decade of this century, the carboxylation of latexes has received more andmore attention because of their practical application[']. The application includes adhesives,coatings, etc.. Many studies on the theory of carboxylation emulsion polymerization havebeen carried out. Most of these studies have focused on ideal monomer and single emulsifier inorder to simplify the system['J. But in practicable application, mixed monomers and mixedemulsifiers are often usedL3j. The…     

Modeling and Sensitivity Analysis of Particle Size Distribution and Chain Length Distribution in a Semibatch Emulsion Copolymerization Reactor

Summary: A comprehensive model is developed to predict the relationship between the particle size distribution and molecular weights of particles in an emulsion copolymerization reactor. A full population balance equation is used for the particle size distribution and extended to the model for the molecular properties using a continuous reactor approach. The numerical prediction clearly distinguishes the characteristics of molecular properties of particles by homogeneous nucleation from those by micellar nucleation with the dependence on the particle size. Sensitivity analysis of the proposed model under a variety of conditions shows that the compartmentalized feature of the emulsion system should be considered for better prediction of molecular properties, and provides information on the manipulated variables and lumped parameters which effectively decompose the correlation of both properties. Finally, a control strategy utilizing a lumped parameters tracking method is suggested for the regulation of both the particle size distribution and molecular properties.

Time evolution of number‐averaged molecular weights in the element under base conditions.