Experimental Evaluation of Analgesia With an Event-Based PID Control Strategy for Anesthesia

被引:0
|
作者
Schiavo, Michele [1 ]
Latronico, Nicola [2 ,3 ]
Paltenghi, Massimiliano [3 ]
Visioli, Antonio [1 ]
机构
[1] Univ Brescia, Dipartimentodi Ingn Meccan & Ind, I-25123 Brescia, Italy
[2] Univ Brescia, Dept Med & Surg Specialties, Radiol Sci & Publ Hlth, I-25123 Brescia, Italy
[3] Spedali Civili Brescia, Dept Anesthesiol Crit Care & Emergency, I-25123 Brescia, Italy
来源
关键词
Indexes; Monitoring; Maintenance; Control systems; Anesthesia; MIMO communication; Anethesia control; PID control; event-based control; DRUG-DELIVERY SYSTEM; CLOSED-LOOP CONTROL; BISPECTRAL INDEX; PROPOFOL; REMIFENTANIL; NOCICEPTION; DESIGN; QCON; FEASIBILITY; STIMULATION;
D O I
10.1109/LCSYS.2024.3411518
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The recent introduction of the Conox monitoring system in the clinical practice of total intravenous anesthesia (TIVA) has opened new research opportunities. Indeed, it provides the qCON and the qNOX indexes, which give a measure of hypnosis and analgesia, respectively. This letter presents the first experimental results of closed-loop anesthesia performed by using the Conox monitoring system. In particular, we exploited the qCON as the feedback variable for an event-based PID multiple-input single-output (MISO) controller and we recorded the qNOX to evaluate analgesia. Clinical experiments have been performed on four patients undergoing general anesthesia for elective plastic surgery. The controller demonstrated a satisfactory performance in maintaining qCON within the desired range for all patients. An optimal qNOX level has also been achieved in three out of four cases, while, in one patient, the qNOX level indicated a slight excess of analgesia. These findings suggest that the proposed MISO architecture is effective in providing adequate levels of hypnosis and analgesia and that, in future works, the qNOX information could be leveraged in the controller design to enhance analgesia control.
引用
收藏
页码:1427 / 1432
页数:6
相关论文
共 50 条
  • [21] Event-based MPC for propofol administration in anesthesia
    Pawlowski, Andrzej
    Schiavo, Michele
    Latronico, Nicola
    Paltenghi, Massimiliano
    Visioli, Antonio
    COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2023, 229
  • [22] An Event-Based Strategy for ASK demodulation
    Iga Jadue, Alexis Rodrigo
    Engels, Sylvain
    Fesquet, Laurent
    2019 5TH INTERNATIONAL CONFERENCE ON EVENT-BASED CONTROL, COMMUNICATION, AND SIGNAL PROCESSING (EBCCSP), 2019,
  • [23] An Event-based Diffusion LMS Strategy
    Wang, Yuan
    Tay, Wee Peng
    Hu, Wuhua
    2018 IEEE 10TH SENSOR ARRAY AND MULTICHANNEL SIGNAL PROCESSING WORKSHOP (SAM), 2018, : 154 - 158
  • [24] An event-based injection and ignition timing control strategy for a gasoline engine
    Yao, Dong-Wei
    Wu, Feng
    Zhou, Chong-Guang
    Su, Wan-Qiang
    Yu, Xiao-Li
    Neiranji Gongcheng/Chinese Internal Combustion Engine Engineering, 2009, 30 (06): : 67 - 71
  • [25] Event-based control strategy for consensus of a group of VTOL-UAVs
    Vega-Alonzo, A.
    Guerrero-Castellanos, J. F.
    Durand, S.
    Marchand, N.
    Maya-Rueda, S. E.
    Mino-Aguilar, G.
    2016 2ND INTERNATIONAL CONFERENCE ON EVENT-BASED CONTROL, COMMUNICATION, AND SIGNAL PROCESSING (EBCCSP), 2016,
  • [26] Event-Based Resilient Control
    Tang, Yang
    Zhang, Dandan
    PROCEEDINGS OF THE 38TH CHINESE CONTROL CONFERENCE (CCC), 2019, : 1758 - 1759
  • [27] New robustness measure for a kind of event-based PID
    Miguel-Escrig, Oscar
    Romero-Perez, Julio-Ariel
    Sanchis-Llopis, Roberto
    IFAC PAPERSONLINE, 2018, 51 (04): : 781 - 786
  • [28] Event-based selective control strategy for raceway reactor: A simulation study
    Pawlowski, A.
    Frenandez, I.
    Guzman, J. L.
    Berenguel, M.
    Acien, F. G.
    Dormido, S.
    IFAC PAPERSONLINE, 2016, 49 (07): : 478 - 483
  • [29] First Order Observers in Event-Based PID Controls
    Vasyutynskyy, Volodymyr
    Kabitzsch, Klaus
    2009 IEEE CONFERENCE ON EMERGING TECHNOLOGIES & FACTORY AUTOMATION (EFTA 2009), 2009,
  • [30] Experimental evaluation of an event-based collision avoidance method with application to quadrotors
    Schwung, Michael
    Lunze, Jan
    2020 IEEE CONFERENCE ON CONTROL TECHNOLOGY AND APPLICATIONS (CCTA), 2020, : 633 - 639