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Autoencoder-Ensemble-Based Unsupervised Selection of Production-Relevant Variables for Context-Aware Fault Diagnosis

Smart factories are complex; with the increased complexity of employed cyber-physical systems, the complexity evolves further. Cyber-physical systems produce high amounts of data that are hard to capture and challenging to analyze. Real-time recording of all data is not possible due to limited netwo...

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Detalles Bibliográficos
Autores principales: Kaupp, Lukas, Humm, Bernhard, Nazemi, Kawa, Simons, Stephan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9655645/
https://www.ncbi.nlm.nih.gov/pubmed/36365957
http://dx.doi.org/10.3390/s22218259