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Efficient Iterative Dynamic Kernel Principal Component Analysis Monitoring Method for the Batch Process with Super-large-scale Data Sets

[Image: see text] The Internet environment has provided massive data to the actual industrial production process. It not only has large amounts of data but also has a high data dimension, which brings challenges to the traditional statistical process monitoring. Aiming at the nonlinearity and dynami...

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Detalles Bibliográficos
Autores principales: Wang, Yajun, Yu, Hongli, Li, Xiaohui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2021
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8153685/
https://www.ncbi.nlm.nih.gov/pubmed/34056154
http://dx.doi.org/10.1021/acsomega.0c06039