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A New Control Scheme for Neuromuscular Blockade with Optimal Initialization Time

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CONTROLO 2022 (CONTROLO 2022)

Abstract

A new strategy is proposed for the automatic control of the neuromuscular blockade during general anesthesia by means of the continuous infusion of rocuronium. This strategy is based on the reduced parameter Wiener model proposed in M. M. Da Silva, T. Mendonca, and T. Wigren, “Nonlinear adaptive control of the NeuroMuscular Blockade in anesthesia,” Proc. IEEE Conf. Decis. Control December 2011, pp. 41–46, 2011, https://doi.org/10.1109/CDC.2011.6160227. One of its most important features is taking into account the usual clinical procedures, namely, the administration of an initial bolus at the beginning of the surgery prior to the delivery of the anesthetic by continuous infusion. The proposed controller for the continuous drug infusion process is designed in order to track a desired reference level of neuromuscular blockade. It is based on steady-state model inversion with suitable pole placement in order to accelerate convergence. Moreover, the controller is put into action at an optimal initialization time in order to minimize the tracking error.

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References

  1. Silva, J., Mendonca, T., Rocha, P.: Pole placement based on model identification for automatic delivery of rocuronium. In: 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC) 2019, pp. 347–351 (2019). https://doi.org/10.1109/smc.2019.8913957

  2. Miranda, A., Mendonça, P., Rocha, P.: Optimal time for constant drug infusion initialization in neuromuscular blockade control. In: 2014 IEEE International Symposium on Medical Measurements and Applications (MEMEA), pp. 258–263 (2014). https://doi.org/10.1109/memea.2014.6860068

  3. Da Silva, M.M., Mendonca, T., Wigren, T.: Nonlinear adaptive control of the NeuroMuscular Blockade in anesthesia. In: Proceedings of the IEEE Conference on Decision Control, December 2011, pp. 41–46 (2011). https://doi.org/10.1109/CDC.2011.6160227

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Acknowledgement

This work was supported by Base Funding - UIDB/00147/2020 and Programmatic funding - UIDP/00147/2020 of the Research Center for Systems and Technologies - SYSTEC - funded by national funds through the FCT/MCTES (PIDDAC).

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Correspondence to Paula Rocha .

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Nogueira, D., Mendonça, T., Rocha, P. (2022). A New Control Scheme for Neuromuscular Blockade with Optimal Initialization Time. In: Brito Palma, L., Neves-Silva, R., Gomes, L. (eds) CONTROLO 2022. CONTROLO 2022. Lecture Notes in Electrical Engineering, vol 930. Springer, Cham. https://doi.org/10.1007/978-3-031-10047-5_27

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