Fuzzy Logic-Enhanced Direct Power Control for Wind Turbines with Doubly Fed Induction Generators

被引:4
|
作者
Sayeh, Karim Fathi [1 ]
Tamalouzt, Salah [1 ]
Ziane, Djamel [1 ,2 ]
Deffaf, Brahim [3 ]
Belaid, Sofia Lalouni [1 ]
Belkhier, Youcef [4 ]
Bajaj, Mohit [5 ,6 ,7 ]
Blazek, Vojtech [8 ]
机构
[1] Univ Bejaia, Fac Technol, Lab Technol Ind & Informat LTII, Bejaia 06000, Algeria
[2] Nantes Univ, Inst Rech Energie Elect Nantes Atlantique, IREENA, UR 4642, F-44600 St Nazaire, France
[3] Univ Bejaia, Fac Technol, Lab Maitrise Energies Renouvelables LMER, Bejaia 06000, Algeria
[4] Univ Brest, UMR 6027, CNRS, F-29238 Brest, France
[5] Graph Era Univ, Dept Elect Engn, Dehra Dun 248002, India
[6] AL Ahliyya Amman Univ, Hourani Ctr Appl Sci Res, Amman, Jordan
[7] Univ Business & Technol, Coll Engn, Jeddah 21448, Saudi Arabia
[8] Tech Univ Ostrava, VSB, ENET Ctr, Ostrava 70800, Czech Republic
关键词
Direct Power Control; Fuzzy Logic Controller; Doubly Fed Induction Generator; Wind Turbine; Power Quality Optimization; DFIG; PERFORMANCES; STRATEGY;
D O I
10.1016/j.rineng.2024.103557
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper introduces a novel approach, F12-DPC (Fuzzy Logic-based 12-sector Direct Power Control), aimed at significantly improving the performance of wind turbines using Doubly Fed Induction Generators (DFIGs). This innovative method overcomes the limitations of traditional Direct Power Control (DPC) by incorporating fuzzy logic to mitigate power fluctuations and reduce total harmonic distortion (THD) in grid currents. The novelty of F12-DPC lies in its ability to precisely control both active and local compensated reactive powers, optimizing energy exchange with the AC grid across various operational modes. Extensive simulations under different wind conditions demonstrate the superiority of F12-DPC over conventional DPC (C-DPC) techniques. It reduces active power variations by up to 72.7% and reactive power variations by 79.2%, while significantly lowering grid current THD-from 6.26% to 1.47% in super-synchronous mode, 6.42% to 2.09% in synchronous mode, and 8.74% to 2.15% in sub-synchronous mode. The simplicity and robustness of F12-DPC make it a breakthrough solution for enhancing wind energy conversion system efficiency and promoting seamless grid integration.
引用
收藏
页数:11
相关论文
共 50 条
  • [31] Direct power control for AC/DC/AC converters in doubly fed induction generators based wind turbine
    Boulahia, Abdelmalek
    Nabti, Khalil
    Benalla, Hocine
    Journal of Theoretical and Applied Information Technology, 2012, 39 (01) : 52 - 56
  • [32] Modeling of Wind Turbines based on Doubly-Fed Induction Generators for Power System Stability Studies
    Erlich, I.
    Kretschmann, J.
    Mueller-Engelhardt, S.
    Koch, F.
    Fortmann, J.
    2008 IEEE POWER & ENERGY SOCIETY GENERAL MEETING, VOLS 1-11, 2008, : 279 - 286
  • [33] Modeling of wind turbines based on doubly-fed induction generators for power system stability studies
    Erlich, Istvan
    Kretschmann, Joerg
    Fortmann, Jens
    Mueller-Engelhardt, Stephan
    Wrede, Holger
    IEEE TRANSACTIONS ON POWER SYSTEMS, 2007, 22 (03) : 909 - 919
  • [34] Doubly Fed Induction Generator Wind Turbines with Fuzzy Controller: A Survey
    Sathiyanarayanan, J. S.
    Kumar, A. Senthil
    SCIENTIFIC WORLD JOURNAL, 2014,
  • [35] Power factor control of a doubly fed induction machine using fuzzy logic
    Kim, EH
    Kim, JH
    Lee, GS
    ICEMS'2001: PROCEEDINGS OF THE FIFTH INTERNATIONAL CONFERENCE ON ELECTRICAL MACHINES AND SYSTEMS, VOLS I AND II, 2001, : 747 - 750
  • [36] Control of an optimized power flow in wind power plants with doubly-fed induction generators
    Rabelo, B
    Hofmann, W
    PESC'03: 2003 IEEE 34TH ANNUAL POWER ELECTRONICS SPECIALISTS CONFERENCE, VOLS 1-4, CONFERENCE PROCEEDINGS, 2003, : 1563 - 1568
  • [37] Model-free adaptive learning control scheme for wind turbines with doubly fed induction generators
    Abouheaf, Mohammed
    Gueaieb, Wail
    Sharaf, Adel
    IET RENEWABLE POWER GENERATION, 2018, 12 (14) : 1675 - 1686
  • [38] Transient Performance Improvement of Wind Turbines With Doubly Fed Induction Generators Using Nonlinear Control Strategy
    Rahimi, Mohsen
    Parniani, Mostafa
    IEEE TRANSACTIONS ON ENERGY CONVERSION, 2010, 25 (02) : 514 - 525
  • [39] Flicker mitigation by reactive power control in wind farm with doubly fed induction generators
    Girbau-Llistuella, Francesc
    Sumper, Andreas
    Diaz-Gonzalez, Francisco
    Galceran-Arellano, Samuel
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2014, 55 : 285 - 296
  • [40] H∞ robust control for wind power systems based on doubly fed induction generators
    Fan, Pu-Cheng
    Wang, Chang-Song
    Wang, Zhi-Yu
    Yang, Jian-Cheng
    Beijing Keji Daxue Xuebao/Journal of University of Science and Technology Beijing, 2011, 33 (08): : 1018 - 1023