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.
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页数:11
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