Monitoring the misalignment of machine tools with autoencoders after they are trained with transfer learning data Article

Demetgul, Mustafa, Zheng, Qi, Tansel, Ibrahim Nur et al. (2023). Monitoring the misalignment of machine tools with autoencoders after they are trained with transfer learning data . INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 128(7-8), 3357-3373. 10.1007/s00170-023-12060-2

Open Access International Collaboration

cited authors

  • Demetgul, Mustafa; Zheng, Qi; Tansel, Ibrahim Nur; Fleischer, Juergen

authors

publication date

  • October 1, 2023

published in

keywords

  • ANOMALY DETECTION
  • Autoencoder (AE)
  • Automation & Control Systems
  • BEARING FAULT-DIAGNOSIS
  • CNC linear feed axis
  • Convolution neural network (CNN)
  • Engineering
  • Engineering, Manufacturing
  • Generative adversarial network (GAN)
  • Long short-term memory neural network (LSTM)
  • Science & Technology
  • Technology
  • Transfer learning (TL)

Digital Object Identifier (DOI)

publisher

  • SPRINGER LONDON LTD

start page

  • 3357

end page

  • 3373

volume

  • 128

issue

  • 7-8