Switched Fractional State-Space Predictive Control Methods for Non-Linear Fractional Systems

被引:0
|
作者
Domek, Stefan [1 ]
机构
[1] West Pomeranian Univ Technol Szczecin, Dept Control Engn & Robot, Ul Sikorskiego 37, PL-70313 Szczecin, Poland
关键词
STABILITY;
D O I
10.1007/978-3-030-17344-9_9
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In the paper two approaches for a switched fractional-order State-space Model Predictive Control (FOSMPC) for non-linear fractional systems are proposed. In the first one the model is successively linearized on-line and used for prediction, in the second one a linear approximation along the future process trajectory is also used. In both cases, as a result of linearization, the future control policy is calculated by means of quadratic optimization. The discussed FOSMPC algorithms are able to compensate for deterministic constant-type external and internal disturbances. In order to illustrate implementation steps of both control methods, precise algorithms of calculations to be carried out on-line at each sampling instant are given.
引用
收藏
页码:113 / 127
页数:15
相关论文
共 50 条
  • [21] Fractional Hammerstein system identification using polynomial non-linear state space model
    Hammar, Karima
    Djamah, Tounsia
    Bettayeb, Maamar
    3RD INTERNATIONAL CONFERENCE ON CONTROL, ENGINEERING & INFORMATION TECHNOLOGY (CEIT 2015), 2015,
  • [22] Controllability of non-linear implicit fractional dynamical systems
    Balachandran, K.
    Kokila, J.
    IMA JOURNAL OF APPLIED MATHEMATICS, 2014, 79 (03) : 562 - 570
  • [23] Linear robust control of identified state-space non-linear inverse compensated SI engine
    Petridis, AP
    Shenton, AT
    INVERSE PROBLEMS IN ENGINEERING, 2002, 10 (03): : 255 - 270
  • [24] Uncertainty Observer-Based Control for a Class of Fractional- Order Non-Linear Systems with Non-Linear Control Inputs
    Montesinos-Garcia, Juan Javier
    Barahona-Avalos, Jorge Luis
    Linares-Flores, Jesus
    Juarez-Abad, Jose Antonio
    FRACTAL AND FRACTIONAL, 2023, 7 (12)
  • [25] STATE-SPACE PREDICTIVE CONTROL
    BALCHEN, JG
    LJUNGQUIST, D
    STRAND, S
    CHEMICAL ENGINEERING SCIENCE, 1992, 47 (04) : 787 - 807
  • [26] On the robustness of linear and non-linear fractional-order systems with non-linear uncertain parameters
    N'Doye, Ibrahima
    Darouach, Mohamed
    Voos, Holger
    Zasadzinski, Michel
    IMA JOURNAL OF MATHEMATICAL CONTROL AND INFORMATION, 2016, 33 (04) : 997 - 1014
  • [27] IMPROVING AUDITORY ATTENTION DECODING PERFORMANCE OF LINEAR AND NON-LINEAR METHODS USING STATE-SPACE MODEL
    Aroudi, Ali
    de Taillez, Tobias
    Doclo, Simon
    2020 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, 2020, : 8703 - 8707
  • [28] State-space self-tuning control for stochastic fractional-order chaotic systems
    Tsai, Jason Sheng-Hong
    Chien, Tseng-Hsu
    Guo, Shu-Mei
    Chang, Yu-Pin
    Shieh, Leang-San
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2007, 54 (03) : 632 - 642
  • [29] State-space representation for fractional order controllers
    Raynaud, HF
    Zergaïnoh, A
    AUTOMATICA, 2000, 36 (07) : 1017 - 1021
  • [30] Constrained NMPC via state-space partitioning for input affine non-linear systems
    Bacic, M
    Cannon, M
    Kouvaritakis, B
    INTERNATIONAL JOURNAL OF CONTROL, 2003, 76 (15) : 1516 - 1526