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首页> 外文期刊>Journal of Materials Science >Regression analysis of manufacturing electrospun nonwoven nanotextiles
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Regression analysis of manufacturing electrospun nonwoven nanotextiles

机译:制造电纺非织造纳米织物的回归分析

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Electrospinning is a simple and relatively inexpensive method of producing nanofibres by solidification of a polymer solution, stretched by an electric field. In the present work, the results of a systematic investigation of the effects of varying manufacturing parameters on the electrospinning of nanotextiles are reported. The physical and mathematical descriptions of the electrospinning process still remain challenging despite several reported parametric studies performed under various experimental configurations. Since the quality of the nanofibres produced using electrospinning is defined by their fineness and variations of diameter, the relationship between fibre diameter and production parameters has been studied here using multiple regression analysis (MRA) to facilitate quality control of the produced nanofibres. The governing parameters investigated are the concentration and feed rate of polymer solution, applied voltage and the relative humidity of the enclosed area. The results show that polymer concentration and feed rate have significant and controlled impacts on producing fibres with diameters in the nano-range. Voltage and humidity also have considerable effects although their contributions to fibre stretching cannot be well-controlled. It is evident that the relationship derived from the two major factors, polymer concentration and feed rate, can predict the produced fibre diameter more accurately compared to that derived from all factors.
机译:电纺丝是一种简单且相对便宜的方法,该方法通过固化聚合物溶液(通过电场拉伸)来生产纳米纤维。在目前的工作中,报告了对不同制造参数对纳米纺织物静电纺丝的影响进行系统研究的结果。尽管在各种实验配置下进行了几项报道的参数研究,但对静电纺丝过程的物理和数学描述仍然具有挑战性。由于使用电纺丝生产的纳米纤维的质量由其细度和直径的变化来定义,因此在这里使用多重回归分析(MRA)研究了纤维直径与生产参数之间的关系,以促进对生产的纳米纤维的质量控制。研究的控制参数是聚合物溶液的浓度和进料速度,施加的电压以及封闭区域的相对湿度。结果表明,聚合物浓度和进料速率对生产直径在纳米范围内的纤维具有显着和受控的影响。电压和湿度也有相当大的影响,尽管它们对纤维拉伸的贡献不能得到很好的控制。显然,与由所有因素得出的结果相比,由聚合物浓度和进料速率这两个主要因素得出的关系可以更准确地预测出纤维的直径。

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