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Effects of electrospinning parameters on polyacrylonitrile nanofiber diameter: an investigation by response surface methodology

机译:电纺丝参数对聚丙烯腈纳米纤维直径的影响:响应面方法的研究

摘要

Effects of material and process parameters on the diameter of electrospun polyacrylonitrile fibers were experimentally investigated. Response surface methodology (RSM) was utilized to design the experiments at the settings of solution concentration, voltage and the collector distance. It also imparted the evaluation of the significance of each parameter on the resultant fiber diameter. The investigations were carried out in the two-variable process domains of several collector distances as applied voltage and the solution concentration were varied at a fixed polymer molecular weight. The mean diameter and coefficient of variation were modeled by polynomial response surfaces as functions of solution concentration and voltage at each collector distance. Effect of applied voltage in micron-scale fiber diameter was observed to be almost negligible when solution concentration and collector distance were high. However, all three factors were found statistically significant in the production of nano-scale fibers. The response surface predictions revealed the parameter interactions for the resultant fiber diameter, and showed that there is a negative correlation between the mean diameter and coefficient of variation for the fiber diameter. A sub-domain of the parameter space consisting of the solution concentration, applied voltage and collector distance, was suggested for the potential nano-scale fiber production.
机译:实验研究了材料和工艺参数对电纺聚丙烯腈纤维直径的影响。利用响应面法(RSM)在溶液浓度,电压和收集极距离的设置下设计实验。它还评估了每个参数对所得纤维直径的重要性。随着施加电压和溶液浓度在固定的聚合物分子量下变化,研究在几个收集器距离的两个变量过程域中进行。通过多项式响应面将平均直径和变异系数建模为每个收集器距离处溶液浓度和电压的函数。当溶液浓度和集电极距离较高时,观察到施加电压对微米级纤维直径的影响几乎可以忽略。然而,发现这三个因素在纳米级纤维的生产中具有统计学意义。响应面预测揭示了最终纤维直径的参数相互作用,并表明平均直径与纤维直径的变异系数之间存在负相关。提出了由溶液浓度,施加电压和收集器距离组成的参数空间子域,用于潜在的纳米级纤维生产。

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