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Transfer Learning for Rotary Machine Fault Diagnosis and Prognosis

Transfer Learning for Rotary Machine Fault Diagnosis and Prognosis

by Ruqiang Yan and Fei Shen
Paperback
Publication Date: 24/11/2023

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Transfer Learning for Rotary Machine Fault Diagnosis and Prognosis introduces the theory and latest applications of transfer learning on rotary machine fault diagnosis and prognosis. Transfer learning-based rotary machine fault diagnosis is a relatively new subject, and this innovative book synthesizes recent advances from academia and industry to provide systematic guidance. Basic principles are described before key questions are answered, including the applicability of transfer learning to rotary machine fault diagnosis and prognosis, technical details of models, and an introduction to deep transfer learning. Case studies for every method are provided, helping readers apply the techniques described in their own work.
ISBN:
9780323999892
9780323999892
Category:
Industrial relations
Format:
Paperback
Publication Date:
24-11-2023
Language:
English
Publisher:
Elsevier
Country of origin:
United States
Dimensions (mm):
228.6x152.4mm

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