Effects of electrospinning parameters on peanut protein isolate nanofibers diameter
Electrospinning technology is a common method for preparing ultrafine fibers and nanofibers. Using natural or synthetic polymers as raw materials, fibers with diameters ranging from tens of nanometers to several microns can be prepared. Using hexafluoroisopropanol as solvent, electrospinning was app...
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Online Access: | http://dx.doi.org/10.1080/19476337.2021.1974950 |
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doaj-c670e69cbbf342ecbce95fbd4b7fe60a2021-10-04T13:57:01ZengTaylor & Francis GroupCyTA - Journal of Food1947-63371947-63452021-01-0119172973810.1080/19476337.2021.19749501974950Effects of electrospinning parameters on peanut protein isolate nanofibers diameterFei Yao0Yu-hang Gao1Fu-sheng Chen2Yi-miao Xia3Henan University of TechnologyHenan University of TechnologyHenan University of TechnologyHenan University of TechnologyElectrospinning technology is a common method for preparing ultrafine fibers and nanofibers. Using natural or synthetic polymers as raw materials, fibers with diameters ranging from tens of nanometers to several microns can be prepared. Using hexafluoroisopropanol as solvent, electrospinning was applied to peanut protein, and the resulting fiber morphology was observed by scanning electron microscopy. Using the Box–Behnken design for the response surface method, the solution concentration, voltage, and spinning speed were selected as the three main influencing factors, the peanut protein isolate(PPI) fiber diameter was the object of investigation, and the second-order multiple regression model was established through regression analysis. The results showed that solution mass fraction had the most significant effect on fiber diameter, followed by voltage and spinning speed. The optimal conditions obtained by the simulated annealing algorithm were, as follows: Solution mass fraction, 10%; voltage, 16 kV; spinning speed, 0.6 mL/h. The predicted fiber diameter was 151 nm and the actual fiber diameter obtained experimentally was 164 nm. The fiber diameter predicted by the model was in good agreement with the real value, indicating that the model effectively predicted the diameter of electrospun PPI fiber. The use of response surface methodology to design experiments is of great significance for nanofiber preparation by electrospinning technology.http://dx.doi.org/10.1080/19476337.2021.1974950electrospinningpeanut protein isolatenanofiberresponse surface experimental design |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Fei Yao Yu-hang Gao Fu-sheng Chen Yi-miao Xia |
spellingShingle |
Fei Yao Yu-hang Gao Fu-sheng Chen Yi-miao Xia Effects of electrospinning parameters on peanut protein isolate nanofibers diameter CyTA - Journal of Food electrospinning peanut protein isolate nanofiber response surface experimental design |
author_facet |
Fei Yao Yu-hang Gao Fu-sheng Chen Yi-miao Xia |
author_sort |
Fei Yao |
title |
Effects of electrospinning parameters on peanut protein isolate nanofibers diameter |
title_short |
Effects of electrospinning parameters on peanut protein isolate nanofibers diameter |
title_full |
Effects of electrospinning parameters on peanut protein isolate nanofibers diameter |
title_fullStr |
Effects of electrospinning parameters on peanut protein isolate nanofibers diameter |
title_full_unstemmed |
Effects of electrospinning parameters on peanut protein isolate nanofibers diameter |
title_sort |
effects of electrospinning parameters on peanut protein isolate nanofibers diameter |
publisher |
Taylor & Francis Group |
series |
CyTA - Journal of Food |
issn |
1947-6337 1947-6345 |
publishDate |
2021-01-01 |
description |
Electrospinning technology is a common method for preparing ultrafine fibers and nanofibers. Using natural or synthetic polymers as raw materials, fibers with diameters ranging from tens of nanometers to several microns can be prepared. Using hexafluoroisopropanol as solvent, electrospinning was applied to peanut protein, and the resulting fiber morphology was observed by scanning electron microscopy. Using the Box–Behnken design for the response surface method, the solution concentration, voltage, and spinning speed were selected as the three main influencing factors, the peanut protein isolate(PPI) fiber diameter was the object of investigation, and the second-order multiple regression model was established through regression analysis. The results showed that solution mass fraction had the most significant effect on fiber diameter, followed by voltage and spinning speed. The optimal conditions obtained by the simulated annealing algorithm were, as follows: Solution mass fraction, 10%; voltage, 16 kV; spinning speed, 0.6 mL/h. The predicted fiber diameter was 151 nm and the actual fiber diameter obtained experimentally was 164 nm. The fiber diameter predicted by the model was in good agreement with the real value, indicating that the model effectively predicted the diameter of electrospun PPI fiber. The use of response surface methodology to design experiments is of great significance for nanofiber preparation by electrospinning technology. |
topic |
electrospinning peanut protein isolate nanofiber response surface experimental design |
url |
http://dx.doi.org/10.1080/19476337.2021.1974950 |
work_keys_str_mv |
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1716843998550687744 |