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Using machine learning-based variable selection to identify hydrate related components from FT-ICR MS spectra

The blockages of pipelines caused by agglomeration of gas hydrates is a major flow assurance issue in the oil and gas industry. Some crude oils form gas hydrates that remain as transportable particles in a slurry. It is commonly believed that naturally occurring components in those crude oils alter...

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Detalles Bibliográficos
Autores principales: Gjelsvik, Elise Lunde, Fossen, Martin, Brunsvik, Anders, Tøndel, Kristin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9385063/
https://www.ncbi.nlm.nih.gov/pubmed/35976915
http://dx.doi.org/10.1371/journal.pone.0273084