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Fast Adaptive RNN Encoder–Decoder for Anomaly Detection in SMD Assembly Machine

Surface Mounted Device (SMD) assembly machine manufactures various products on a flexible manufacturing line. An anomaly detection model that can adapt to the various manufacturing environments very fast is required. In this paper, we proposed a fast adaptive anomaly detection model based on a Recur...

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Detalles Bibliográficos
Autores principales: Park, YeongHyeon, Yun, Il Dong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6211082/
https://www.ncbi.nlm.nih.gov/pubmed/30360405
http://dx.doi.org/10.3390/s18103573