Generalizability of Soft Sensors for Bioprocesses through Similarity Analysis and Phase-Dependent Recalibration

A soft sensor concept is typically developed and calibrated for individual bioprocesses in a time-consuming manual procedure. Following that, the prediction performance of these soft sensors degrades over time, due to changes in raw materials, biological variability, and modified process strategies....

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Detalles Bibliográficos
Autores principales: Siegl, Manuel, Kämpf, Manuel, Geier, Dominik, Andreeßen, Björn, Max, Sebastian, Zavrel, Michael, Becker, Thomas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9959347/
https://www.ncbi.nlm.nih.gov/pubmed/36850777
http://dx.doi.org/10.3390/s23042178

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9959347/
https://www.ncbi.nlm.nih.gov/pubmed/36850777
http://dx.doi.org/10.3390/s23042178

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