A New Reduced-Order Implementation of Discrete-Time Fractional-Order PID Controller

被引:14
|
作者
Stanislawski, Rafal [1 ]
Rydel, Marek [1 ]
Li, Zhixiong [2 ]
机构
[1] Opole Univ Technol, Dept Elect Control & Comp Engn, PL-45758 Opole, Poland
[2] Opole Univ Technol, Dept Mfg Engn & Automat Prod, PL-45758 Opole, Poland
关键词
Mathematical models; Steady-state; Servomotors; Finite impulse response filters; Computational modeling; DC motors; Analytical models; Fractional-order discrete-time PID control; model order reduction; DC~motor servo system; OPTIMIZATION; SYSTEMS;
D O I
10.1109/ACCESS.2022.3150883
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 presents a new method for computationally effective implementation of a discrete-time fractional-order proportional-integral-derivative (FOPID) controller. The proposed method is based on a unique representation of the FOPID controller, where fractional properties are modeled by a specific finite impulse response (FIR) filter. The balanced truncation model order reduction method is applied in the proposed approach to obtain an effective, low-order model of the FOPID controller. The time-invariant FOPID controller implementation is presented first, and then the methodology is extended to the controller with time-varying gains. A comparative analysis shows that the proposed methodology leads to the effective modeling of discrete-time FOPID controllers. In addition to simulation runs, the effectiveness of the introduced methodology is confirmed in a real-life experiment involving the control of the DC motor servo system. The paper concludes with the implementation tools developed in the Matlab/Simulink environment.
引用
收藏
页码:17417 / 17429
页数:13
相关论文
共 50 条
  • [1] DISCRETE-TIME REALIZATION OF FRACTIONAL-ORDER PROPORTIONAL INTEGRAL CONTROLLER FOR A CLASS OF FRACTIONAL-ORDER SYSTEM
    Swarnakar, Jaydeep
    [J]. NUMERICAL ALGEBRA CONTROL AND OPTIMIZATION, 2022, 12 (02): : 309 - 320
  • [2] Fractional-, variable-order PID controller implementation based on two discrete-time fractional order operators
    Mozyrska, Dorota
    Oziablo, Piotr
    Wyrwas, Malgorzata
    [J]. 2019 IEEE 7TH INTERNATIONAL CONFERENCE ON CONTROL, MECHATRONICS AND AUTOMATION (ICCMA 2019), 2019, : 26 - 32
  • [3] Implementation of discrete-time fractional-order derivative controller for a class of double integrating system
    Swarnakar, Jaydeep
    [J]. INTERNATIONAL JOURNAL OF AUTOMATION AND CONTROL, 2022, 16 (02) : 183 - 204
  • [4] Discrete-time fractional-order PID controller: Definition, tuning, digital realization and some applications
    Farshad Merrikh-Bayat
    Nafiseh Mirebrahimi
    Mohammad Reza Khalili
    [J]. International Journal of Control, Automation and Systems, 2015, 13 : 81 - 90
  • [5] Discrete-Time Fractional-Order PID Controller: Definition, Tuning, Digital Realization and Some Applications
    Merrikh-Bayat, Farshad
    Mirebrahimi, Nafiseh
    Khalili, Mohammad Reza
    [J]. INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2015, 13 (01) : 81 - 90
  • [6] Reduced Spread Fractional-Order PID Controller Designs
    Nako, Julia
    Kapoulea, Stavroula
    Psychalinos, Costas
    Baranowski, Jerzy
    Bauer, Waldemar
    Piatek, Pawel
    Tutaj, Andrzej
    [J]. 2021 44TH INTERNATIONAL CONFERENCE ON TELECOMMUNICATIONS AND SIGNAL PROCESSING (TSP), 2021, : 187 - 190
  • [7] Real-time implementation of a Discrete Fractional-Order PID Control
    Ram´ırez-Vanegas, Carlos A.
    Giraldo, Eduardo
    [J]. IAENG International Journal of Computer Science, 2021, 48 (01):
  • [8] REDUCED-ORDER OPTIMAL CONTROLLER FOR DISCRETE-TIME STOCHASTIC-SYSTEMS
    GRIMBLE, MJ
    [J]. IEE PROCEEDINGS-D CONTROL THEORY AND APPLICATIONS, 1980, 127 (02): : 55 - 63
  • [9] Optimal design of discrete-time fractional-order PID controller for idle speed control of an IC engine
    Yang, Yi
    Zhang, Haiyan Henry
    Yu, Wangling
    Tan, Lizhe
    [J]. International Journal of Powertrains, 2020, 9 (1-2) : 79 - 97
  • [10] Discrete-Time Fractional, Variable-Order PID Controller for a Plant with Delay
    Oziablo, Piotr
    Mozyrska, Dorota
    Wyrwas, Malgorzata
    [J]. ENTROPY, 2020, 22 (07)