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Adaptive Zone Model Predictive Control of Artificial Pancreas Based on Glucose- and Velocity-Dependent Control Penalties

OBJECTIVE: Zone model predictive control (MPC) has been proven to be an efficient approach to closed-loop insulin delivery in clinical studies. In this work, we aim to safely reduce mean glucose levels by proposing control penalty adaptation in the cost function of zone MPC. METHODS: A zone MPC meth...

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Detalhes bibliográficos
Publicado no:IEEE Trans Biomed Eng
Main Authors: Shi, Dawei, Dassau, Eyal, Doyle, Francis J.
Formato: Artigo
Idioma:Inglês
Publicado em: 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6760658/
https://ncbi.nlm.nih.gov/pubmed/30142748
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TBME.2018.2866392
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