reviewAdvanced Engineering MaterialsFeb 13, 2025HYBRID OA

Electrospinning Technology, Machine Learning, and Control Approaches: A Review

University of Bath

Indexed incrossref

Abstract

Electrospinning is a versatile technique for producing micro‐ and nanoscale fibers, offering vast potential to address critical market demands, particularly in biomedical engineering. However, the industrial adoption of electrospinning as a manufacturing technology faces significant hurdles, notably in achieving precise control over fiber properties and ensuring reproducibility and scalability. These challenges directly impact its viability for creating advanced biomedical products. Bridging the gap between material properties, end‐user requirements, and process parameters is essential for unlocking the full potential of electrospinning. This work provides a comprehensive review of electrospinning modalities,…

Citation impact

46
total citations
FWCI
21.47
Percentile
100%
References
287
Citations per year

Authors

6

Topics & keywords

Keywords
  • Electrospinning
  • Materials science
  • Nanotechnology
  • Mechanical engineering
  • Systems engineering
  • Manufacturing engineering
  • Artificial intelligence
  • Engineering
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