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Velocity-weighting to prevent controller-induced hypoglycemia in MPC of an artificial pancreas to treat T1DM

The design of a Model Predictive Control (MPC) strategy for the closed-loop operation of an Artificial Pancreas (AP) to treat type 1 diabetes mellitus is considered. The contribution of this paper is to propose a velocity-weighting mechanism, within an MPC problem's cost function, that facilita...

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Pubblicato in:Proc Am Control Conf
Autori principali: Gondhalekar, Ravi, Dassau, Eyal, Doyle, Francis J.
Natura: Artigo
Lingua:Inglês
Pubblicazione: 2015
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC5419594/
https://ncbi.nlm.nih.gov/pubmed/28479661
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/ACC.2015.7170967
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