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A Semi-Supervised Approach with Monotonic Constraints for Improved Remaining Useful Life Estimation

Remaining useful life is of great value in the industry and is a key component of Prognostics and Health Management (PHM) in the context of the Predictive Maintenance (PdM) strategy. Accurate estimation of the remaining useful life (RUL) is helpful for optimizing maintenance schedules, obtaining ins...

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Detalles Bibliográficos
Autores principales: Nieves Avendano, Diego, Vandermoortele, Nathan, Soete, Colin, Moens, Pieter, Ompusunggu, Agusmian Partogi, Deschrijver, Dirk, Van Hoecke, Sofie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8880416/
https://www.ncbi.nlm.nih.gov/pubmed/35214492
http://dx.doi.org/10.3390/s22041590