Cross-condition and cross-platform remaining useful life estimation via adversarial-based domain adaptation

Supervised machine learning is a traditionally remaining useful life (RUL) estimation tool, which requires a lot of prior knowledge. For the situation lacking labeled data, supervised methods are invalid for the issue of domain shift in data distribution. In this paper, a adversarial-based domain ad...

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Detalles Bibliográficos
Autores principales: Zhao, Dongdong, Liu, Feng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8766616/
https://www.ncbi.nlm.nih.gov/pubmed/35042894
http://dx.doi.org/10.1038/s41598-021-03835-2

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8766616/
https://www.ncbi.nlm.nih.gov/pubmed/35042894
http://dx.doi.org/10.1038/s41598-021-03835-2

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