Supervised and Unsupervised AI-Driven Structural Health Monitoring Framework for Additively Manufactured Metal Components Article

Byfield, Romaine, Shabaka, Ahmed, Tansel, Ibrahim. (2026). Supervised and Unsupervised AI-Driven Structural Health Monitoring Framework for Additively Manufactured Metal Components . SENSORS, 26(11), 10.3390/s26113547

cited authors

  • Byfield, Romaine; Shabaka, Ahmed; Tansel, Ibrahim

authors

publication date

  • June 3, 2026

published in

keywords

  • Chemistry
  • Chemistry, Analytical
  • Engineering
  • Engineering, Electrical & Electronic
  • Gaussian mixture model
  • Instruments & Instrumentation
  • Physical Sciences
  • Science & Technology
  • Technology
  • convolutional neural networks
  • deep learning
  • machine learning
  • piezoelectric transducers
  • signal processing
  • structural health monitoring
  • supervised learning
  • time-frequency analysis
  • unsupervised learning

Digital Object Identifier (DOI)

publisher

  • MDPI

volume

  • 26

issue

  • 11