Bioprocess Engineering Laboratory, Faculty of New Technologies Engineering, Zirab Campus, Shahid Beheshti University, Tehran, Iran.
Department of Biological Systems, Faculty of New Technologies Engineering, Zirab Campus, Shahid Beheshti University, Tehran, Iran.
Carbohydr Polym. 2019 Apr 1;209:389-399. doi: 10.1016/j.carbpol.2019.01.019. Epub 2019 Jan 8.
Alginate spherical hydrogel beads have several applications in biomedical and biological processes in which the bead size and sphericity are critical factors affecting mass transfer phenomena. Electrospraying technology facilitates generation of small and almost uniform beads with higher diffusion rate resulting in process performance improvement. There are several key factors affecting particle size and shape behavior of electrosprayed alginate beads meanwhile interactions between these factors introduce complexity in determining appropriate conditions to produce spherical beads with the size of interest. Thus, the need to achieve reliable products has put growing emphasis on the use of modeling methodology to establish correlations between particle size and affecting variables as well as sphericity coefficient and meaningful factors. Obviously, a more applicable model based on intentionally manipulatable factors would spark a great deal of interest for practical engineering applications. In this regard we employed a central composite design (CCD) and response surface methodology (RSM) to model the diameter and sphericity coefficient of electrosprayed alginate beads for the first time. Two quadratic models were obtained in which the effectiveness order of the variables were found. We could benefit from this RSM-based empirical model not only for better understanding the complex physics of the electrospraying process, but also for selection of factors and their levels to produce alginate micro-beads with appropriate size and sphericity. The results indicate that the alginate concentration, voltage and needle size have the strongest influence on both response variables. The quite spherical beads with a minimum size of 130 μm can be obtained at alginate concentration of 1.5%, voltage of 11 kV, and needle size of 26 G.
海藻酸钠球形水凝胶珠在生物医学和生物过程中有多种应用,其中珠粒大小和球形度是影响传质现象的关键因素。静电纺丝技术有利于生成具有更高扩散速率的小而几乎均匀的珠粒,从而提高工艺性能。有几个关键因素会影响电纺海藻酸钠珠粒的粒径和形状行为,同时这些因素之间的相互作用使得确定产生具有所需尺寸的球形珠粒的适当条件变得复杂。因此,需要实现可靠的产品,这使得越来越重视使用建模方法来建立粒径与影响变量以及球形系数与有意义的因素之间的相关性。显然,基于可有意操纵因素的更适用的模型将引起实际工程应用的极大兴趣。在这方面,我们首次使用中心组合设计 (CCD) 和响应面法 (RSM) 来模拟电纺海藻酸钠珠粒的直径和球形系数。获得了两个二次模型,其中确定了变量的有效顺序。我们不仅可以从这个基于 RSM 的经验模型中受益,以更好地理解电喷工艺的复杂物理,还可以选择因素及其水平,以生产具有适当尺寸和球形度的海藻酸钠微珠。结果表明,海藻酸钠浓度、电压和针头尺寸对两个响应变量都有最强的影响。在海藻酸钠浓度为 1.5%、电压为 11kV 和针头尺寸为 26G 的情况下,可以获得最小尺寸为 130μm 的相当球形的珠粒。