静电纺丝
纳米纤维
材料科学
响应面法
扫描电子显微镜
Box-Behnken设计
纤维
方向(向量空间)
复合材料
纳米技术
聚合物
计算机科学
数学
几何学
机器学习
作者
Haijun He,Yimeng Wang,Balázs Farkas,Zsombor Kristóf Nagy,Kolos Molnár
标识
DOI:10.1016/j.matdes.2020.108902
摘要
In this study, we analyzed the influence of process parameters on the diameter and orientation of nanofibers electrospun with alternating current (AC), using surface response methodology. The design of experiment was adopted with four main process parameters: solution concentration, collection distance, voltage and collection speed. The morphology of nanofibers was examined with a scanning electron microscope. Nanofiber orientation was characterized by the fast Fourier transform method. We used the Box-Behnken design model to predict the diameter and orientation of the nanofibers, and the results showed good agreement with the measured results. The results also indicated that solution concentration and collection speed have a similar influence on fiber diameter and orientation, as in the case of direct current electrospinning. Furthermore, in this study, we optimized the process parameters to generate thinner nanofibers with better alignment, and it also can be used as a reference to make nanofiber yarns with AC electrospinning.
科研通智能强力驱动
Strongly Powered by AbleSci AI