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Output-Related and -Unrelated Fault Monitoring with an Improvement Prototype Knockoff Filter and Feature Selection Based on Laplacian Eigen Maps and Sparse Regression

[Image: see text] In the process industry, fault monitoring related to output is an important step to ensure product quality and improve economic benefits. In order to distinguish the influence of input variables on the output more accurately, this paper introduces a subalgorithm of fault-unrelated...

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Detalles Bibliográficos
Autores principales: Xue, Cuiping, Zhang, Tie, Xiao, Dong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2021
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8153765/
https://www.ncbi.nlm.nih.gov/pubmed/34056237
http://dx.doi.org/10.1021/acsomega.1c00506