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Article

Geometric Analysis and Modeling of Electrospun Nanofiber Mat Deposition in a Top-Down Vertical Configuration

1
Faculty of Industrial Technology, Technical University of Sofia, 1756 Sofia, Bulgaria
2
Faculty of Electrical Engineering, Technical University of Sofia, 1756 Sofia, Bulgaria
3
Faculty of Transport, Technical University of Sofia, 1756 Sofia, Bulgaria
*
Author to whom correspondence should be addressed.
Nanomaterials 2026, 16(2), 126; https://doi.org/10.3390/nano16020126 (registering DOI)
Submission received: 11 December 2025 / Revised: 16 January 2026 / Accepted: 17 January 2026 / Published: 18 January 2026
(This article belongs to the Section Nanocomposite Materials)

Abstract

Electrospinning is a widely used technique for fabricating nanomaterials with tailored morphology and functional properties. This study investigates how two fundamental process parameters—applied voltage and needle tip-to-collector distance—affect the spatial geometry and deposited mass of electrospun nanofiber mats in a top-down vertical electrospinning setup using a 10% (w/v) PVA solution prepared in deionized water. To support this hypothesis, both experimental measurements and 3D geometric modeling were performed to evaluate the area, perimeter, and deposited mass under different parameter combinations. Digital image analysis and cross-sectional reconstruction were applied to model nanofiber deposition. Regression and ANOVA analyses reveal that the tip-to-collector distance has a statistically significant impact on both area and perimeter of the electrospun nanofiber mat, while the applied voltage in the tested range (15–20 kV) has no significant effect. Interestingly, the total deposited mass shows no clear dependence on either parameter, likely due to startup irregularities or solution droplets.
Keywords: electrospinning; nanofibers; geometric modeling; PVA; three-dimensional reconstruction; process parameters; nanofiber mat geometry; statistical analysis electrospinning; nanofibers; geometric modeling; PVA; three-dimensional reconstruction; process parameters; nanofiber mat geometry; statistical analysis

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MDPI and ACS Style

Neznakomova, M.; Dineff, P.; Shopov, M.; Nikolov, N.; Gospodinova, D. Geometric Analysis and Modeling of Electrospun Nanofiber Mat Deposition in a Top-Down Vertical Configuration. Nanomaterials 2026, 16, 126. https://doi.org/10.3390/nano16020126

AMA Style

Neznakomova M, Dineff P, Shopov M, Nikolov N, Gospodinova D. Geometric Analysis and Modeling of Electrospun Nanofiber Mat Deposition in a Top-Down Vertical Configuration. Nanomaterials. 2026; 16(2):126. https://doi.org/10.3390/nano16020126

Chicago/Turabian Style

Neznakomova, Margarita, Peter Dineff, Momchil Shopov, Nikolay Nikolov, and Dilyana Gospodinova. 2026. "Geometric Analysis and Modeling of Electrospun Nanofiber Mat Deposition in a Top-Down Vertical Configuration" Nanomaterials 16, no. 2: 126. https://doi.org/10.3390/nano16020126

APA Style

Neznakomova, M., Dineff, P., Shopov, M., Nikolov, N., & Gospodinova, D. (2026). Geometric Analysis and Modeling of Electrospun Nanofiber Mat Deposition in a Top-Down Vertical Configuration. Nanomaterials, 16(2), 126. https://doi.org/10.3390/nano16020126

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