ArticleScientific reports2020
Uniform-thickness electrospun nanofiber mat production system based on real-time thickness measurement.
Article in Scientific reports, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
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Who cites it
11 citing papers in PubMed.
- Fabrication and characterization of prednisolone acetate-loaded electrospun mucoadhesive nanofibers for treatment of oral lichen planus.Naunyn-Schmiedeberg's archives of pharmacology · 2026Article
- High-Uniformity Core-Shell Nanofibers for Semiconductor Packaging: Process Optimization and Performance Study of Airflow-Assisted Coaxial Electrospinning.Micromachines · 2026Article
- Integrated Circuits on Fiber Substrates: State-of-the-Art System-on-Fiber Technologies for Smart Textiles and Wearables.Nano-micro letters · 2026Review
- Geometric Analysis and Modeling of Electrospun Nanofiber Mat Deposition in a Top-Down Vertical Configuration.Nanomaterials (Basel, Switzerland) · 2026Article
- Development of a low-cost electrospinning system with a bidirectional collector for uniform nanofibrous membranes.HardwareX · 2025Article
- Study on Deposition of Coaxial Electrospinning Fibers by Coaxial Auxiliary Flow Field.Polymers · 2025Article
- An In Vitro Model of the Blood-Brain Barrier for the Investigation and Isolation of the Key Drivers of Barriergenesis.Advanced healthcare materials · 2024Article
- Measuring Physical Properties of Electrospun Nanofiber Mats for Different Biomedical Applications.Membranes · 2023Review
- Highly Efficient, Dual-Functional Self-Assembled Electrospun Nanofiber Filters for Simultaneous PM Removal and On-Site Eye-Readable Formaldehyde Sensing.Advanced fiber materials · 2023Article
- Electrospray mode discrimination with current signal using deep convolutional neural network and class activation map.Scientific reports · 2022Article
- Highly efficient patterning technique for silver nanowire electrodes by electrospray deposition and its application to self-powered triboelectric tactile sensor.Scientific reports · 2021Article
Corrections and comments
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Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Electrospinning is a simple versatile process used to produce nanofibers and collect them as a nanofiber mat. However, due to bending instability, electrospinning often produces a nanofiber mat with non-uniform mat thickness. In this study, we developed a uniform-thickness electrospun nanofiber mat (UTEN) production system with a movable collector based on real-time thickness measurement and thickness feedback control. This system is compatible with a collector with void regions such as a mesh-type collector, two-parallel-metal-plate collector, and ring-type collector, which facilitates the measurement of light transmittance across the produced nanofiber mat during electrospinning. A real-time measurement system was developed to measure light transmittance and convert it to the thickness of the nanofiber mat in real time using the Beer-Lambert law. Thickness feedback control was achieved by repeating the following sequences: (1) finding an optimal position of the movable collector based on the measured thickness of the nanofiber mat, (2) shifting the collector to an optimal position, and (3) performing electrospinning for a given time step. We found that the suggested thickness feedback control algorithm could significantly decrease the non-uniformity of the nanofiber mat by reducing the standard deviation by more than 8 and 3 times for the numerical simulation and experiments, respectively, when compared with the conventional electrospinning. As a pioneering research, this study will contribute to the development of an electrospinning system to produce robust and reliable nanofiber mats in many research and industrial fields such as biomedicine, environment, and energy.
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Registered trials
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