Fractional Order PID Control of Propofol Dosage and Optimization in Lean and Obese Patients

被引:0
|
作者
Ynineb, Amani R. [1 ]
Mihai, Marcian-David [2 ]
Yumuk, Erhan [1 ,3 ]
Farbakhsh, Hamed [1 ]
Ben Othman, Ghada [1 ]
De Keyser, Robin [1 ]
Muresan, Cristina [2 ]
Birs, Isabela [1 ,2 ]
Copot, Dana [1 ,2 ]
Ionescu, Clara M. [1 ,2 ]
机构
[1] Univ Ghent, Dept Elect Syst & Met Engn, Res Grp Dynam Syst & Control, Tech Lane Sci Pk 125, B-9052 Zwijnaarde, Belgium
[2] Tech Univ Cluj Napoca, Dept Automat, Cluj Napoca, Romania
[3] Istanbul Tech Univ, Dept Control & Automat Engn, TR-34469 Istanbul, Turkiye
来源
IFAC PAPERSONLINE | 2024年 / 58卷 / 07期
基金
欧洲研究理事会;
关键词
Closed-Loop Control of Anesthesia; Obese Patients; Fractional-Order PID control; BIS;
D O I
10.1016/j.ifacol.2024.08.039
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper outlines the design of a fractional-order proportional integral derivative controller for regulating the induction phase of Propofol infusion in lean and obese patients. The obtained controller is implemented within the pharmacokinetic-pharmacodynamic model and the nonlinear Hill function to conduct closed-loop simulations. The latter are employed using a dataset comprising 24 patients to obtain clinical evaluation results. The design of the controller relies on a generic second-order plus dead time approximation model, which characterizes interpatient variability in response to Propofol infusion within the studied population. The fractional-order proportional integral derivative is tuned to achieve sufficient robustness margins ie phase margin, cutoff frequency, and the consideration of the iso-damping properties. The results show no undershoot and a smooth convergence to the desired value of the bispectral index, which indicates the depth of hypnosis.
引用
收藏
页码:228 / 233
页数:6
相关论文
共 50 条
  • [1] Fractional Order PID Control using Ant Colony Optimization
    Singh, Richa
    Kumar, Ambreesh
    Sharma, Rajneesh
    PROCEEDINGS OF THE FIRST IEEE INTERNATIONAL CONFERENCE ON POWER ELECTRONICS, INTELLIGENT CONTROL AND ENERGY SYSTEMS (ICPEICES 2016), 2016,
  • [2] Multiobjective Optimization Design of a Fractional Order PID Controller for a Gun Control System
    Gao, Qiang
    Chen, Jilin
    Wang, Li
    Xu, Shiqing
    Hou, Yuanlong
    SCIENTIFIC WORLD JOURNAL, 2013,
  • [3] Fractional Order PID Motion control Based on Seeker Optimization Algorithm for AUV
    Wan, Junhe
    Liu, Wenqian
    Ding, Xin
    He, Bo
    Nian, Rui
    Shen, Yue
    Yan, Tianhong
    OCEANS 2018 MTS/IEEE CHARLESTON, 2018,
  • [4] Fractional Order PID Control of a MAGLEV System
    Rojas-Moreno, Arturo
    Cuevas-Condor, Cristian
    PROCEEDINGS OF THE 2017 ELECTRONIC CONGRESS (E-CON UNI), 2017,
  • [5] Fractional Order PID Control of a Motion Platform
    Peng Hui
    Li Weihua
    Wang Ping
    CONFERENCE PROCEEDINGS OF 2017 3RD IEEE INTERNATIONAL CONFERENCE ON CONTROL SCIENCE AND SYSTEMS ENGINEERING (ICCSSE), 2017, : 22 - 26
  • [6] SATISFACTORY OPTIMIZATION DESIGN FOR FRACTIONAL ORDER PID CONTROLLER
    Liu, Tianyu
    Jial, Yuanjun
    Jin, Weidong
    Wang, Yong
    PROCEEDINGS OF THE ASME INTERNATIONAL DESIGN ENGINEERING TECHNICAL CONFERENCES AND COMPUTERS AND INFORMATION IN ENGINEERING CONFERENCE, 2019, VOL 9, 2019,
  • [7] A review of integer order PID and fractional order PID controllers using optimization techniques for speed control of brushless DC motor drive
    Vanchinathan Kumarasamy
    Valluvan KarumanchettyThottam Ramasamy
    Gokul Chandrasekaran
    Gnanavel Chinnaraj
    Padhmanabhaiyappan Sivalingam
    Neelam Sanjeev Kumar
    International Journal of System Assurance Engineering and Management, 2023, 14 : 1139 - 1150
  • [8] A review of integer order PID and fractional order PID controllers using optimization techniques for speed control of brushless DC motor drive
    Kumarasamy, Vanchinathan
    Ramasamy, Valluvan KarumanchettyThottam
    Chandrasekaran, Gokul
    Chinnaraj, Gnanavel
    Sivalingam, Padhmanabhaiyappan
    Kumar, Neelam Sanjeev
    INTERNATIONAL JOURNAL OF SYSTEM ASSURANCE ENGINEERING AND MANAGEMENT, 2023, 14 (04) : 1139 - 1150
  • [9] Fractional Order PID Controller for Diabetes Patients
    Goharimanesh, M.
    Lashkaripour, A.
    Mehrizi, A. Abouei
    JOURNAL OF COMPUTATIONAL APPLIED MECHANICS, 2015, 46 (01): : 69 - 76
  • [10] Fractional order PID controller for load frequency control
    Sondhi, Swati
    Hote, Yogesh V.
    ENERGY CONVERSION AND MANAGEMENT, 2014, 85 : 343 - 353