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Minimalist module analysis for fault detection and localization

Traditional multivariate statistical-based process monitoring (MSPM) methods are effective data-driven approaches for monitoring large-scale industrial processes, but have a shortcoming in handling the redundant correlations between process variables. To address this shortcoming, this study proposes...

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Detalles Bibliográficos
Autores principales: Lou, Zhijiang, Wang, Youqing, Lu, Shan, Sun, Pei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8651725/
https://www.ncbi.nlm.nih.gov/pubmed/34876575
http://dx.doi.org/10.1038/s41598-021-02676-3