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Model-predictive control (MPC) algorithms have shown encouraging results for use in a closed-loop artificial pancreas system. This article describes a linear-MPC structure that can incorporate knowledge from conventional insulin therapy into a closed-loop AP.

MPC-based artificial pancreas: Strategies for individualization and meal compensation

SORU, PAOLA;DE NICOLAO, GIUSEPPE;TOFFANIN, CHIARA;MAGNI, LALO
2013-01-01

Abstract

Model-predictive control (MPC) algorithms have shown encouraging results for use in a closed-loop artificial pancreas system. This article describes a linear-MPC structure that can incorporate knowledge from conventional insulin therapy into a closed-loop AP.
2013
The AI, Robotics & Automatic Control category is concerned with resources on the research and techniques of artificial intelligence; that is, the creation of machines that exhibit characteristics of human intelligence (e.g., efficient representation of knowledge, reasoning, deduction, problem solving, heuristics, and analysis of contradictory or ambiguous information). Related AI technologies include expert systems, fuzzy systems, natural language processing, speech and pattern recognition, computer vision, decision-support systems, knowledge-bases, and neural networks. Robotics resources are concerned with the design, construction, and operation of robots. Automatic Control resources cover the design and development of regulating processes and systems that replace the necessity of human intervention. Topics include adaptive control, robust control, discrete-event control, dynamic control, fuzzy control, and optimal control. Cybernetics resources are concerned with the control and communication within and between artificial (machine) systems and living or natural systems.
DIABETES TECHNOLOGY & THERAPEUTICS
sì
WOS:000304737700009
2-s2.0-84896804871
Esperti anonimi
Inglese
Internazionale
15
S-35
S-35
1
http://www.scopus.com/inward/record.url?eid=2-s2.0-84896804871&partnerID=40&md5=550af7da654c03db0b0b04466f6b5ef2
info:eu-repo/semantics/article
264
6
Soru, Paola; DE NICOLAO, Giuseppe; Toffanin, Chiara; C., Dalla Man; C., Cobelli; Magni, Lalo
none
1 Contributo su Rivista::1.3 Scheda bibliografica
1.3 Scheda bibliografica
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11571/1029788
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