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An online soft sensor method for biochemical reaction process based on JS-ISSA-XGBoost

BACKGROUND: A method combining offline techniques and the just-in-time learning strategy (JITL) is proposed, because the biochemical reaction process often encounters changing features and parameters over time. METHODS: Firstly, multiple sub-databases in the fermentation process are constructed offl...

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Detalles Bibliográficos
Autores principales: Zhang, Ligang, Wang, Bo, Shen, Yao, Nie, Yongxin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10634092/
https://www.ncbi.nlm.nih.gov/pubmed/37940925
http://dx.doi.org/10.1186/s12896-023-00816-3