PMMA/PS coaxial electrospinning: a statistical analysis on processing parameters

静电纺丝 同轴 材料科学 扫描电子显微镜 复合材料 响应面法 芯(光纤) 壳体(结构) 体积流量 纤维 计算机科学 机械工程 聚合物 工程类 机械 物理 机器学习
作者
Shahrzad Rahmani,Ahmad Arefazar,Masoud Latifi
出处
期刊:Materials research express [IOP Publishing]
卷期号:4 (8): 085024-085024 被引量:8
标识
DOI:10.1088/2053-1591/aa8200
摘要

Coaxial electrospinning, as a versatile method for producing core–shell fibers, is known to be very sensitive to two classes of influential factors including material and processing parameters. Although coaxial electrospinning has been the focus of many studies, the effects of processing parameters on the outcomes of this method have not yet been well investigated. A good knowledge of the impacts of processing parameters and their interactions on coaxial electrospinning can make it possible to better control and optimize this process. Hence, in this study, the statistical technique of response surface method (RSM) using the design of experiments on four processing factors of voltage, distance, core and shell flow rates was applied. Transmission electron microscopy (TEM), scanning electron microscopy (SEM), oil immersion and Fluorescent microscopy were used to characterize fiber morphology. The core and shell diameters of fibers were measured and the effects of all factors and their interactions were discussed. Two polynomial models with acceptable R-squares were proposed to describe the core and shell diameters as functions of the processing parameters. Voltage and distance were recognized as the most significant and influential factors on shell diameter, while core diameter was mainly under the influence of core and shell flow rates besides the voltage.
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