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On transfer learning for chatter detection in turning using wavelet packet transform and ensemble empirical mode decomposition

  • Published:2020-01 Issue: Volume:28 Page:118-135
  • ISSN:1755-5817
  • Container-title:CIRP Journal of Manufacturing Science and Technology
  • language:en
  • Short-container-title:CIRP Journal of Manufacturing Science and Technology

Author:

Yesilli Melih C.,Khasawneh Firas A.,Otto Andreas

Funder

National Science Foundation

Publisher

Elsevier BV

Subject

Industrial and Manufacturing Engineering

Reference63 articles.

1. On the art of cutting metals;Taylor;Trans ASME,1907

2. Chatter stability of metal cutting and grinding;Altintas;CIRP Ann,2004

3. Chatter in machining processes: a review;Quintana;Int J Mach Tools Manuf,2011

4. Chatter suppression techniques in metal cutting;Munoa;CIRP Ann,2016

5. Manufacturing automation: metal cutting mechanics, machine tool vibrations, and CNC design;Altintas,2012

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1. Identification of end-milling chatter based on comprehensive feature fusion;Engineering Research Express;2024-07-22

2. Transfer Learning in CNC Milling Machines for Chatter Detection using LSTM-AutoEncoders;2024 IEEE International Conference on Advanced Intelligent Mechatronics (AIM);2024-07-15

3. Chatter Identification on a Mobile Milling Machine: Experimental Insights Using Low-frequency Internal Sensors;Journal of Vibration Engineering & Technologies;2024-07-05

4. Real-time chatter detection during turning operation using wavelet scattering network;The International Journal of Advanced Manufacturing Technology;2024-06-15

5. Health monitoring of CNC machining processes using machine learning and wavelet packet transform;Mechanical Systems and Signal Processing;2024-04
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