A Study on Using Transfer Learning to Utilize Information From Similar Systems for Data-Driven Condition Diagnosis and Prognosis

A Study on Using Transfer Learning to Utilize Information From Similar Systems for Data-Driven Condition Diagnosis and Prognosis

Prognostics and health management (PHM) is a field of study that aims to diagnose the health of engineering systems and predict their future degradation. In PHM, data-driven methods are among the most popular and empirically validated approaches because they do not require a deep physical understand...

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Bibliographic Details
Main Authors: Marcel Braig, Peter Zeiler
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Condition diagnosis
condition prognosis
data-driven methods
degradation
filtration
PHM
Online Access:https://ieeexplore.ieee.org/document/11023250/
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https://ieeexplore.ieee.org/document/11023250/

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