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A Non-linear Model Predictive Control Based on Grey-Wolf Optimization Using Least-Square Support Vector Machine for Product Concentration Control in l-Lysine Fermentation

l-Lysine is produced by a complex non-linear fermentation process. A non-linear model predictive control (NMPC) scheme is proposed to control product concentration in real time for enhancing production. However, product concentration cannot be directly measured in real time. Least-square support vec...

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Detalles Bibliográficos
Autores principales: Wang, Bo, Shahzad, Muhammad, Zhu, Xianglin, Rehman, Khalil Ur, Uddin, Saad
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7325573/
https://www.ncbi.nlm.nih.gov/pubmed/32545372
http://dx.doi.org/10.3390/s20113335