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Near infrared spectroscopy coupled with radial basis function neural network for at-line monitoring of Lactococcus lactis subsp. fermentation

In our previous work, partial least squares (PLSs) were employed to develop the near infrared spectroscopy (NIRs) models for at-line (fast off-line) monitoring key parameters of Lactococcus lactis subsp. fermentation. In this study, radial basis function neural network (RBFNN) as a non-linear modeli...

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Detalles Bibliográficos
Autores principales: Liu, Yan, Lu, Chengyu, Meng, Qingfan, Lu, Jiahui, Fu, Yao, Liu, Botong, Zhou, Yongcan, Guo, Weiliang, Teng, Lesheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4705242/
https://www.ncbi.nlm.nih.gov/pubmed/26858554
http://dx.doi.org/10.1016/j.sjbs.2015.06.023