Fractional Adaptive Control for a Fractional - Order Insuline - Glucose Dynamic Model

被引:0
|
作者
Coman, Simona [1 ]
Boldisor, Cristian [1 ]
Floroian, Laura [1 ]
机构
[1] Transilvania Univ Brasov, Automat Control & Informat Technol Dept, Brasov, Romania
来源
2017 INTERNATIONAL CONFERENCE ON OPTIMIZATION OF ELECTRICAL AND ELECTRONIC EQUIPMENT (OPTIM) & 2017 INTL AEGEAN CONFERENCE ON ELECTRICAL MACHINES AND POWER ELECTRONICS (ACEMP) | 2017年
关键词
Fractional-order systems; insulin-glucose fractional order model; fractional order adaptive control; SYSTEMS;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A new approach to the blood glucose concentration control problem is investigated in this paper. The solution implies the use of fractional-order calculus both for the plant's model and for the controller. A fractional-order model of the insulin-glucose system is derived from the well-known minimal model, by replacing the integer derivatives with fractional ones. Next, fractional-order calculus is used to extend the conventional model reference adaptive control, namely by using a fractional-order adjustment rule for the controller's parameters. The controller's design procedure is detailed. Simulations of the proposed control system show the performance in reducing the blood glucose concentration when meal glucose disturbances are considered.
引用
收藏
页码:887 / 892
页数:6
相关论文
共 50 条
  • [11] Model Predictive Control of Fractional Order Systems
    Rhouma, Aymen
    Bouani, Faouzi
    Bouzouita, Badreddine
    Ksouri, Mekki
    JOURNAL OF COMPUTATIONAL AND NONLINEAR DYNAMICS, 2014, 9 (03):
  • [12] On Fractional Order Adaptive Observer
    Yi-Heng Wei
    Zhen-Yuan Sun
    Yang-Sheng Hu
    Yong Wang
    International Journal of Automation and Computing, 2015, 12 (06) : 664 - 670
  • [13] On fractional order adaptive observer
    Wei Y.-H.
    Sun Z.-Y.
    Hu Y.-S.
    Wang Y.
    International Journal of Automation and Computing, 2015, 12 (06) : 664 - 670
  • [14] Synchronization in a fractional-order dynamic network with uncertain parameters using an adaptive control strategy
    Du, Lin
    Yang, Yong
    Lei, Youming
    APPLIED MATHEMATICS AND MECHANICS-ENGLISH EDITION, 2018, 39 (03) : 353 - 364
  • [15] Fractional-order dynamics and adaptive dynamic surface control of flexible-joint robots
    Cheng, Chao
    Shen, Haikuo
    ASIAN JOURNAL OF CONTROL, 2023, 25 (04) : 3029 - 3044
  • [16] PASSIVITY BASED FRACTIONAL ORDER ADAPTIVE CONTROL OF DEPTH OF ANESTHESIA
    Alavi, M. Boroojerdi
    Tabatabaei, M.
    LATIN AMERICAN APPLIED RESEARCH, 2019, 49 (03) : 155 - 161
  • [17] A novel algorithm on adaptive backstepping control of fractional order systems
    Wei, Yiheng
    Chen, Yuquan
    Liang, Shu
    Wang, Yong
    NEUROCOMPUTING, 2015, 165 : 395 - 402
  • [18] Adaptive Backstepping Sliding Mode Control for Fractional Order Systems
    Chen, Xiang
    Zheng, Shiqi
    Liu, Feng
    Zhang, Xiongliang
    Sun, Yuan
    PROCEEDINGS OF THE 39TH CHINESE CONTROL CONFERENCE, 2020, : 520 - 525
  • [19] Fractional Order Model Reference Adaptive Control With Chattering Elimination Algorithm For Wind Turbine Speed Control
    Leulmi, Mohammed Islam
    Ladaci, Samir
    Schulte, Horst
    2023 27TH INTERNATIONAL CONFERENCE ON METHODS AND MODELS IN AUTOMATION AND ROBOTICS, MMAR, 2023, : 275 - 278
  • [20] Adaptive feedback synchronization of fractional-order complex dynamic networks
    Lei, Youming
    Yang, Yong
    Fu, Rui
    Wang, Yanyan
    JOURNAL OF VIBRATION AND CONTROL, 2017, 23 (06) : 883 - 894