MPC-based Anesthesiologists Imitating Control of Propofol and Remifentanil during Anesthesia Maintenance
This paper suggests a new formulation of a Model Predictive Control (MPC) strategy, allowing to design propofol and remifentanil infusion profiles in order to control the Bispectal Index (BIS). This new formulation, based on a range cost, allows to reduce the sensitivity of the control profiles with...
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| Vydáno v: | International Conference on System Theory, Control and Computing s. 588 - 594 |
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| Hlavní autoři: | , , , |
| Médium: | Konferenční příspěvek |
| Jazyk: | angličtina |
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IEEE
09.10.2025
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| ISSN: | 2473-5698 |
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| Abstract | This paper suggests a new formulation of a Model Predictive Control (MPC) strategy, allowing to design propofol and remifentanil infusion profiles in order to control the Bispectal Index (BIS). This new formulation, based on a range cost, allows to reduce the sensitivity of the control profiles with respect to the BIS measurement noise. Furthermore, it allows to better represent the anesthesiologists behavior in practice, who usually do not over-react to small changes in the measured health indicators. The paper assesses numerically this formulation, by comparing its performance, in an uncertain setting, to standard set-point tracking based MPC strategies. |
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| AbstractList | This paper suggests a new formulation of a Model Predictive Control (MPC) strategy, allowing to design propofol and remifentanil infusion profiles in order to control the Bispectal Index (BIS). This new formulation, based on a range cost, allows to reduce the sensitivity of the control profiles with respect to the BIS measurement noise. Furthermore, it allows to better represent the anesthesiologists behavior in practice, who usually do not over-react to small changes in the measured health indicators. The paper assesses numerically this formulation, by comparing its performance, in an uncertain setting, to standard set-point tracking based MPC strategies. |
| Author | Lauber, Jimmy Moussa, Kaouther Fiacchini, Mirko Raymond, Maxim |
| Author_xml | – sequence: 1 givenname: Maxim surname: Raymond fullname: Raymond, Maxim email: maxim.raymond@uphf.fr organization: UPHF,CNRS, UMR 8201 - LAMIH,Valenciennes,France,F-59313 – sequence: 2 givenname: Kaouther surname: Moussa fullname: Moussa, Kaouther email: kaouther.moussa@uphf.fr organization: CNRS, UMR 8201 - LAMIH, INSA Hauts-de-France,UPHF,Valenciennes,France,F-59313 – sequence: 3 givenname: Mirko surname: Fiacchini fullname: Fiacchini, Mirko email: mirko.fiacchini@gipsa-lab.fr organization: Univ. Grenoble Alpes,CNRS, Grenoble INP, GIPSA-Lab,Grenoble,France,38000 – sequence: 4 givenname: Jimmy surname: Lauber fullname: Lauber, Jimmy email: jimmy.lauber@uphf.fr organization: CNRS, UMR 8201 - LAMIH, INSA Hauts-de-France,UPHF,Valenciennes,France,F-59313 |
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| Snippet | This paper suggests a new formulation of a Model Predictive Control (MPC) strategy, allowing to design propofol and remifentanil infusion profiles in order to... |
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| SubjectTerms | Anesthesia anesthesia dynamics anesthesiologist mimicking Codes Costs Event detection Maintenance Model Predictive Control Noise Predictive control Statistical analysis Surgery |
| Title | MPC-based Anesthesiologists Imitating Control of Propofol and Remifentanil during Anesthesia Maintenance |
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