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Tackling problem nonlinearities & delays via asymmetric, state-dependent objective costs in MPC of an artificial pancreas

The design of a Model Predictive Control (MPC) law for an Artificial Pancreas (AP) that automatically delivers insulin to people with type 1 diabetes mellitus is considered. An MPC law was recently proposed that exploits the simplicity of linear dynamical models, but is in two ways a ‘nonlinear’ dep...

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Publicat a:IFAC Pap OnLine
Autors principals: Gondhalekar, Ravi, Dassau, Eyal, Doyle, Francis J.
Format: Artigo
Idioma:Inglês
Publicat: 2015
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC6138875/
https://ncbi.nlm.nih.gov/pubmed/30225467
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.ifacol.2015.11.276
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