Transfer Learning for Rotary Machine Fault Diagnosis and Prognosis

This book PDF is perfect for those who love Business & Economics genre, written by Ruqiang Yan and published by Elsevier which was released on 10 November 2023 with total hardcover pages 314. You could read this book directly on your devices with pdf, epub and kindle format, check detail and related Transfer Learning for Rotary Machine Fault Diagnosis and Prognosis books below.

Transfer Learning for Rotary Machine Fault Diagnosis and Prognosis
Transfer Learning for Rotary Machine Fault Diagnosis and Prognosis
Author : Ruqiang Yan
File Size : 44,6 Mb
Publisher : Elsevier
Language : English
Release Date : 10 November 2023
ISBN : 9780323914239
Pages : 314 pages
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Transfer Learning for Rotary Machine Fault Diagnosis and Prognosis by Ruqiang Yan Book PDF Summary

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. Offers case studies for each transfer learning algorithm Optimizes the transfer learning models to solve specific engineering problems Describes the roles of transfer components, transfer fields, and transfer order in intelligent machine diagnosis and prognosis

Transfer Learning for Rotary Machine Fault Diagnosis and Prognosis

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