Multiple use of the fractional-order differential calculus in the model predictive control

被引:0
|
作者
Domek, Stefan [1 ]
机构
[1] West Pomeranian Univ Technol, Fac Elect Engn, Szczecin, Poland
关键词
non-integer order systems; model predictive control; fractional-order differential calculus;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In the paper a multiple use of the fractional-order differential calculus theory in the model predictive control is proposed. First, the principle of the integer-order linear predictive control and theoretical foundations of the fractional-order differential calculus are reminded. Using the presented theoretical foundations attention is focused further on the possibility of developing the fractional-order model predictive control with an internal process model and a fractional-order cost function. The introduction of the fractional-order differential calculus at the stage of synthesizing the control algorithm offers an additional degree of freedom in tuning a control loop. The discussion is illustrated with results of some laboratory experiments.
引用
收藏
页码:359 / 362
页数:4
相关论文
共 50 条
  • [1] Analysis of Model Predictive Control for Fractional-Order System
    Joshi, Mandar M.
    Vyawahare, Vishwesh A.
    Patil, Mukesh D.
    SIMULATION AND MODELING METHODOLOGIES, TECHNOLOGIES AND APPLICATIONS, SIMULTECH 2014, 2015, 402 : 173 - 194
  • [2] Heading control of USV based on fractional-order model predictive control
    Zhao, Shiquan
    Mu, Jingru
    Liu, Hongdan
    Sun, Yue
    Cajo, Ricardo
    OCEAN ENGINEERING, 2025, 322
  • [3] Fractional-Order Model Predictive Frequency Control of an Islanded Microgrid
    Chen, Min-Rong
    Zeng, Guo-Qiang
    Dai, Yu-Xing
    Lu, Kang-Di
    Bi, Da-Qiang
    ENERGIES, 2019, 12 (01)
  • [4] Fractional-Order Model Predictive Control of SiC PFC Converter
    Fu, Qihui
    Peng, Zishun
    Ke, Zipeng
    Quan, Huimin
    Zhao, Zhenxing
    Liu, Zeng
    Dai, Yuxing
    Wang, Jun
    2021 IEEE WORKSHOP ON WIDE BANDGAP POWER DEVICES AND APPLICATIONS IN ASIA (WIPDA ASIA 2021), 2021, : 83 - 88
  • [5] Design of Model Predictive Control for Linear Fractional-Order Systems
    Joshi, Mandar M.
    Vyawahare, Vishwesh A.
    Tare, Arti V.
    2014 11TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2014, : 4452 - 4457
  • [6] A Survey of Fractional-Order Generalized Predictive Control
    Romero, M.
    de Madrid, A. P.
    Manoso, C.
    Vinagre, B. M.
    2012 IEEE 51ST ANNUAL CONFERENCE ON DECISION AND CONTROL (CDC), 2012, : 6867 - 6872
  • [7] Predictive control of fractional-order chaotic systems
    Zheng, Yongai
    Ji, Zhilin
    CHAOS SOLITONS & FRACTALS, 2016, 87 : 307 - 313
  • [8] Fractional-Order Model Predictive Control With Adaptive Parameters for Power Converter
    Ke, Zipeng
    Wang, Jun
    Hu, Bo
    Peng, Zishun
    Zhang, Chao
    Yin, Xin
    Dai, Yuxing
    IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN POWER ELECTRONICS, 2023, 11 (03) : 2650 - 2660
  • [9] Fractional-Order Sequential Model Predictive Control of Three-Phase Fractional-Order T-Type Converters
    Long, Bo
    Hu, Chengkun
    Chen, Zhihao
    Hu, Jiefeng
    Rodriguez, Jose
    Zang, Xian
    IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN POWER ELECTRONICS, 2023, 11 (06) : 5820 - 5832
  • [10] Robust model predictive control for fractional-order descriptor systems with uncertainty
    Arbi, Adnene
    FRACTIONAL CALCULUS AND APPLIED ANALYSIS, 2024, 27 (01) : 173 - 189