Matches in SemOpenAlex for { <https://semopenalex.org/work/W4386075385> ?p ?o ?g. }
Showing items 1 to 87 of
87
with 100 items per page.
- W4386075385 abstract "An appropriate design of the model predictive control algorithm for the artificial pancreas to control glycemia in patients with type 1 diabetes should ideally take into account the asymmetrical nature of glycemia dynamics that consequently results in asymmetrical requirements on the control performance with respect to normoglycemia. This demand is primarily physiology involved since the state of hypoglycemia is much more dangerous and easier to reach by careless insulin administration than hyperglycemia. As the traditional formulation of model predictive control considers only symmetrical penalization of the control error, a more sophisticated strategy is required. One of the approaches is to apply hard constraints on the controlled variable. However, the issue with this is that the control may become infeasible if there are considered too tight constraints of the manipulated variable and the controlled variable at the same time. Therefore, in order to ensure the control feasibility while constraining the controlled variable, we proposed a soft constraints formulation introducing special slack variables and a quadratic penalty to the corresponding cost function. Independently weighted soft constraints of the controlled variable with asymmetric bounds are considered while anticipating the desired suppression of hypoglycemia during automated glycemia control. The proposed strategy was validated within a simulation experiment, and it turned out that the soft constraint formulation allowed avoiding hypoglycemia at the expense of mild hyperglycemia." @default.
- W4386075385 created "2023-08-23" @default.
- W4386075385 creator A5036440871 @default.
- W4386075385 creator A5082544404 @default.
- W4386075385 date "2023-06-06" @default.
- W4386075385 modified "2023-10-15" @default.
- W4386075385 title "Asymmetrical Soft Constraints of the Controlled Variable to Improve the Management of Hypoglycemia in the MPC-Based Artificial Pancreas" @default.
- W4386075385 cites W1964693647 @default.
- W4386075385 cites W1980336667 @default.
- W4386075385 cites W1991725952 @default.
- W4386075385 cites W2001273251 @default.
- W4386075385 cites W2001875222 @default.
- W4386075385 cites W2005585172 @default.
- W4386075385 cites W2071398445 @default.
- W4386075385 cites W2099719924 @default.
- W4386075385 cites W2125624587 @default.
- W4386075385 cites W2142962347 @default.
- W4386075385 cites W2404735656 @default.
- W4386075385 cites W2923890728 @default.
- W4386075385 cites W4226405317 @default.
- W4386075385 cites W4234736689 @default.
- W4386075385 cites W4312718360 @default.
- W4386075385 cites W4313594745 @default.
- W4386075385 cites W4366504565 @default.
- W4386075385 doi "https://doi.org/10.1109/pc58330.2023.10217614" @default.
- W4386075385 hasPublicationYear "2023" @default.
- W4386075385 type Work @default.
- W4386075385 citedByCount "0" @default.
- W4386075385 crossrefType "proceedings-article" @default.
- W4386075385 hasAuthorship W4386075385A5036440871 @default.
- W4386075385 hasAuthorship W4386075385A5082544404 @default.
- W4386075385 hasConcept C119857082 @default.
- W4386075385 hasConcept C126255220 @default.
- W4386075385 hasConcept C134018914 @default.
- W4386075385 hasConcept C134306372 @default.
- W4386075385 hasConcept C153240184 @default.
- W4386075385 hasConcept C154945302 @default.
- W4386075385 hasConcept C172205157 @default.
- W4386075385 hasConcept C182365436 @default.
- W4386075385 hasConcept C2524010 @default.
- W4386075385 hasConcept C2775924081 @default.
- W4386075385 hasConcept C2776036281 @default.
- W4386075385 hasConcept C2779306644 @default.
- W4386075385 hasConcept C2780353609 @default.
- W4386075385 hasConcept C2780668416 @default.
- W4386075385 hasConcept C2781232474 @default.
- W4386075385 hasConcept C33923547 @default.
- W4386075385 hasConcept C41008148 @default.
- W4386075385 hasConcept C47446073 @default.
- W4386075385 hasConcept C555293320 @default.
- W4386075385 hasConcept C71924100 @default.
- W4386075385 hasConceptScore W4386075385C119857082 @default.
- W4386075385 hasConceptScore W4386075385C126255220 @default.
- W4386075385 hasConceptScore W4386075385C134018914 @default.
- W4386075385 hasConceptScore W4386075385C134306372 @default.
- W4386075385 hasConceptScore W4386075385C153240184 @default.
- W4386075385 hasConceptScore W4386075385C154945302 @default.
- W4386075385 hasConceptScore W4386075385C172205157 @default.
- W4386075385 hasConceptScore W4386075385C182365436 @default.
- W4386075385 hasConceptScore W4386075385C2524010 @default.
- W4386075385 hasConceptScore W4386075385C2775924081 @default.
- W4386075385 hasConceptScore W4386075385C2776036281 @default.
- W4386075385 hasConceptScore W4386075385C2779306644 @default.
- W4386075385 hasConceptScore W4386075385C2780353609 @default.
- W4386075385 hasConceptScore W4386075385C2780668416 @default.
- W4386075385 hasConceptScore W4386075385C2781232474 @default.
- W4386075385 hasConceptScore W4386075385C33923547 @default.
- W4386075385 hasConceptScore W4386075385C41008148 @default.
- W4386075385 hasConceptScore W4386075385C47446073 @default.
- W4386075385 hasConceptScore W4386075385C555293320 @default.
- W4386075385 hasConceptScore W4386075385C71924100 @default.
- W4386075385 hasLocation W43860753851 @default.
- W4386075385 hasOpenAccess W4386075385 @default.
- W4386075385 hasPrimaryLocation W43860753851 @default.
- W4386075385 hasRelatedWork W1524661691 @default.
- W4386075385 hasRelatedWork W1529028091 @default.
- W4386075385 hasRelatedWork W1986381439 @default.
- W4386075385 hasRelatedWork W2055134316 @default.
- W4386075385 hasRelatedWork W2087844209 @default.
- W4386075385 hasRelatedWork W2351960972 @default.
- W4386075385 hasRelatedWork W2572129908 @default.
- W4386075385 hasRelatedWork W2913596202 @default.
- W4386075385 hasRelatedWork W3083664667 @default.
- W4386075385 hasRelatedWork W4386075385 @default.
- W4386075385 isParatext "false" @default.
- W4386075385 isRetracted "false" @default.
- W4386075385 workType "article" @default.