Model-free immune therapy: A control approach to acute inflammation

Abstract : Control of an inflammatory immune response is still an ongoing research. Here, a strategy consisting of manipulating a pro and anti-inflammatory mediator is considered. Already existing and promising model-based techniques suffer unfortunately from a most difficult calibration. This is due to the different types of inflammations and to the strong parameter variation between patients. This communication explores another route via the new model-free control and its corresponding "intelligent" controllers. A "virtual" patient, i.e., a mathematical model, is only employed for digital simulations. A most interesting feature of our control strategy is the fact that the two outputs which must be driven are sensorless. This difficulty is overcome by assigning suitable reference trajectories to two other outputs with sensors. Several most encouraging computer simulations, corresponding to different drug treatment strategies, are displayed and discussed..
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https://hal-polytechnique.archives-ouvertes.fr/hal-01341060
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Dernière modification le : samedi 18 novembre 2017 - 01:03:16
Document(s) archivé(s) le : mardi 4 octobre 2016 - 10:42:23

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InflamECC16.pdf
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  • HAL Id : hal-01341060, version 1
  • ARXIV : 1607.07259

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Ouassim Bara, Michel Fliess, Cédric Join, Judy Day, Seddik Djouadi. Model-free immune therapy: A control approach to acute inflammation. 15th European Control Conference, ECC'16, Jun 2016, Aalborg, Denmark. 2016. 〈hal-01341060〉

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