Preparation of electrospun nanofiber membrane for air filtration and process optimization based on BP neural network

The filtration layer in a medical protective mask can effectively prevent aerosol particles that might carry viruses from air. A nanofiber/microfiber composite membrane (NMCM) was successfully fabricated by electrospinning polyvinylidene fluoride (PVDF) nanofibers collected on the electrified and me...

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Bibliographic Details

Published in:	Materials Research Express
Main Authors:	Le Kang, Yuankun Liu, Liping Wang, Xiaoping Gao
Format:	Article
Language:	English
Published:	IOP Publishing 2021-01-01
Subjects:	electrospinning nanofiber/microfiber composite membrane aerosol filtration process optimization BP neural network
Online Access:	https://doi.org/10.1088/2053-1591/ac37d6