SPEED CONTROL OF DOUBLY FED INDUCTION MOTOR USING BACKSTEPPING CONTROL WITH INTERVAL TYPE-2 FUZZY CONTROLLER

被引:0
|
作者
Herizi A. [1 ,2 ]
Rouabhi R. [1 ,2 ]
Zemmit A. [1 ]
机构
[1] Electrical Engineering Department, Faculty of Technology, University Mohamed Boudiaf of M'sila
来源
Diagnostyka | 2023年 / 24卷 / 03期
关键词
backstepping control; doubly-fed induction motor; hybrid control; robust; type-2 fuzzy logic;
D O I
10.29354/diag/166460
中图分类号
学科分类号
摘要
The control of the doubly-fed induction motor is a complex operation because of this motor characterised by a non-linear multivariable dynamics, having settings that change over time and a significant link between the mechanical component and magnetic behavior (flux) (speed and couple). This article then proposes a new strategy of a robust control of this motor, which is decoupled due to the stator flux's direction. The proposed control is integrated with the backstepping control which based on Lyapunov theory; this approach consists in constructively designing a control law of nonlinear systems by considering some state variables as being virtual commands, and the important branch of artificial intelligence type-2 fuzzy logic. The hybrid control backstepping-fuzzy logic consists in replacing the regulators applied to the backstepping control by regulators based on type-2 fuzzy logic. This control will be evaluated by numerous simulations where there is a parametric and non-parametric variation. © 2023 by the Authors.
引用
收藏
相关论文
共 50 条
  • [1] FUZZY SLIDING MODE CONTROLLER FOR DOUBLY FED INDUCTION MOTOR SPEED CONTROL
    Bekakra, Y.
    Ben Attous, D.
    JOURNAL OF FUNDAMENTAL AND APPLIED SCIENCES, 2010, 2 (02) : 272 - 287
  • [2] A Robust Speed Control of a Doubly Fed Induction Generator Using in WECS by the Nonlinear Backstepping Controller
    Mensou, Sara
    Essadki, Ahmed
    Nasser, Tamou
    Idrissi, Badr Bououlid
    PROCEEDINGS OF 2017 INTERNATIONAL CONFERENCE ON ELECTRICAL AND INFORMATION TECHNOLOGIES (ICEIT 2017), 2017,
  • [3] Hybrid type-2 fuzzy backstepping control of doubly fed induction generator for wind energy conversion systems
    Rouabhi, Riyadh
    Zemmit, Abderrahim
    Herizi, Abdelghafour
    Moussa, Oussama
    Djeriou, Salim
    JOURNAL OF THE BRAZILIAN SOCIETY OF MECHANICAL SCIENCES AND ENGINEERING, 2025, 47 (01)
  • [4] Power Control for Wind Turbine Driving a Doubly Fed Induction Generator using Type-2 Fuzzy Logic Controller
    Hemeyine, Ahmed Vall
    Abbou, Ahmed
    Bakouri, Anass
    Labbadi, Moussa
    El Moustapha, Sidi Mohamed Ould Mohamed
    PROCEEDINGS OF 2019 7TH INTERNATIONAL RENEWABLE AND SUSTAINABLE ENERGY CONFERENCE (IRSEC), 2019, : 321 - 326
  • [5] A Robust Interval Type-2 Fuzzy Logic Controller for Variable Speed Wind Turbines Based on a Doubly Fed Induction Generator
    Hemeyine, Ahmed Vall
    Abbou, Ahmed
    Bakouri, Anass
    Mokhlis, Mohcine
    El Moustapha, Sidi Mohamed Ould Mohamed
    INVENTIONS, 2021, 6 (02)
  • [6] Speed control of doubly fed induction motor
    Lekhchine, S.
    Bahi, T.
    Aadlia, I.
    Layate, Z.
    Bouzeria, H.
    INTERNATIONAL CONFERENCE ON TECHNOLOGIES AND MATERIALS FOR RENEWABLE ENERGY, ENVIRONMENT AND SUSTAINABILITY -TMREES15, 2015, 74 : 575 - 586
  • [7] INTERVAL TYPE-2 FUZZY GAIN-ADAPTIVE CONTROLLER OF A DOUBLY FED INDUCTION MACHINE (DFIM)
    Loukal, K.
    Benalia, L.
    JOURNAL OF FUNDAMENTAL AND APPLIED SCIENCES, 2016, 8 (02) : 470 - 493
  • [8] Sliding control with fuzzy type-2 controller of wind energy system based on doubly fed induction generator
    Zouggar E.O.
    Chaouch S.
    Abdeslam D.O.
    Abdelhamid A.L.
    Instrumentation Mesure Metrologie, 2019, 18 (02): : 137 - 146
  • [9] Robust backstepping vector control for the doubly fed induction motor
    Drid, S.
    Tadjine, M.
    Nait-Said, M.-S.
    IET CONTROL THEORY AND APPLICATIONS, 2007, 1 (04): : 861 - 868
  • [10] Interval Type-2 fuzzy logic controller design for the speed control of DC motors
    Hassani, Hossein
    Zarei, Jafar
    SYSTEMS SCIENCE & CONTROL ENGINEERING, 2015, 3 (01): : 266 - 273