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Keywords: transfer learning
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Proceedings Papers

Proc. ASME. ISFA2020, 2020 International Symposium on Flexible Automation, V001T08A004, July 8–9, 2020
Publisher: American Society of Mechanical Engineers
Paper No: ISFA2020-9636
... transfer learning domain adaptation rolling bearing fault recognition Abstract Machine learning has demonstrated its effectiveness in fault recognition for mechanical systems. However, sufficient data for establishing accurate and reliable fault detection methods is not always...
Proceedings Papers

Proc. ASME. ISFA2020, 2020 International Symposium on Flexible Automation, V001T09A006, July 8–9, 2020
Publisher: American Society of Mechanical Engineers
Paper No: ISFA2020-9643
... a transferable convolutional neural network (CNN) for in-situ diagnosis tool wear severity under different operating conditions. deep learning transfer learning tool wear TRANSFERABLE DEEP LEARNING FOR IN-SITU TOOL WEAR DIAGNOSIS Matthew Russell 1 and Peng Wang 1,2 1Department of Electrical...
Topics: Wear