Intelligent Control of DFIG Using Sensorless Speed Estimation and Lookup Table-Based MPPT Algorithm to Overcome Wind and Grid Disturbances

被引:0
|
作者
Ananth, D. V. N. [1 ]
Kumar, G. V. Nagesh [2 ]
机构
[1] VITAM Coll Engn, Visakhapatnam, Andhra Pradesh, India
[2] GITAM Univ, Visakhapatnam, Andhra Pradesh, India
关键词
Doubly fed induction generator; MPPT algorithm; Reactive power control; Rotor speed estimation; POWER; SYSTEM;
D O I
10.1007/978-81-322-2695-6_61
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Doubly fed induction generator (DFIG) needs to get adapted to situations like rapid change in wind speed and sudden requirement for grid disturbances to meet modern grid rules. The paper explains the design of controllers for MPPT algorithm for the turbine, DFIG converters, and sensorless rotor speed estimation. These intelligent controllers are used to maintain equilibrium in rotor speed, generator torque, and stator and rotor voltages. They are also designed to meet desired reference real and reactive power during the turbulences like sudden change in reactive power or voltage with concurrently changing wind speed. The turbine blade angle changes with variations in wind speed and direction of wind flow and improves the coefficient of power extracted from turbine using MPPT algorithm. Rotor side converter (RSC) helps to achieve optimal real and reactive power from generator, which keeps rotor to rotate at optimal speed and to vary current flow from rotor and stator terminals. For tracking reactive power demand from grid and in maintaining synchronism when grid voltage changes due to fault at a very faster and stable way Grid side converter (GSC) is helpful. Rotor speed is estimated using stator and rotor flux estimation algorithm. Parameters like stator and rotor voltage, current, real, reactive power, rotor speed, and electromagnetic torque are studied using MATLAB simulation. The performance of DFIG is compared when there is in wind speed change only; alter in reactive power and variation in grid voltage individually along with variation in wind speed.
引用
收藏
页码:711 / 725
页数:15
相关论文
共 50 条
  • [1] Sensorless Wind Speed Control of 1.5 MW DFIG Wind Turbines for MPPT
    Abdou, Essam. H.
    Youssef, Abdel-Raheem
    Kamel, Salah
    Aly, Mohamed M.
    2018 TWENTIETH INTERNATIONAL MIDDLE EAST POWER SYSTEMS CONFERENCE (MEPCON), 2018, : 700 - 704
  • [2] MPPT Control of Grid Connected DFIG at Variable Wind Speed
    Bekiroglu, Erdal
    Yazar, Muhammed Duran
    ENERGIES, 2022, 15 (09)
  • [3] Wind speed estimation based sensorless output maximization control for a wind turbine driving a DFIG
    Qiao, Wei
    Zhou, Wei
    Aller, Jose M.
    Harley, Ronald G.
    IEEE TRANSACTIONS ON POWER ELECTRONICS, 2008, 23 (03) : 1156 - 1169
  • [4] Sliding Mode Sensorless MPPT Control of a Wind Generation System Using a Wind Speed Estimation
    Memije, Daniel
    Carranza, Oscar
    Rodriguez, Jaime J.
    Ortega, Ruben
    IECON 2017 - 43RD ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, 2017, : 7872 - 7877
  • [5] Sensorless Control of Wind Turbine Conversion Equipped with a DFIG Using MPPT Strategy
    Becheri, H.
    Bousserhane, I. K.
    Harrouz, A.
    Colak, Ilhami
    Kayisli, Korhan
    2018 IEEE 18TH INTERNATIONAL POWER ELECTRONICS AND MOTION CONTROL CONFERENCE (PEMC), 2018, : 605 - 610
  • [6] Fuzzy Logic based Sensorless MPPT Algorithm for Wind Turbine System Driven DFIG
    Dida, Abdelhak
    Benattous, Djilani
    3RD INTERNATIONAL CONFERENCE ON CONTROL, ENGINEERING & INFORMATION TECHNOLOGY (CEIT 2015), 2015,
  • [7] CONTROL APPROACH OF A GRID CONNECTED DFIG BASED WIND TURBINE USING MPPT AND PI CONTROLLER
    Yonis, Samatar A. B. D., I
    Yusupov, Ziyodulla
    Habbal, Adib
    Toirov, Olimjon
    ADVANCES IN ELECTRICAL AND ELECTRONIC ENGINEERING, 2023, 21 (03) : 157 - 170
  • [8] A Modified Model Predictive Speed Control Based on Sensorless Hybrid MPPT Algorithm in Wind Turbine Systems
    Abuhashish, Mai N.
    Daoud, Ahmed A.
    Refaat, Ahmed
    Elfar, Medhat H.
    ENGINEERING SOLUTIONS TOWARD SUSTAINABLE DEVELOPMENT, ESSD 2023, 2024, : 103 - 120
  • [9] Speed Sensorless Fuzzy MPPT Control of Grid-Connected PMSG for Wind Power Generation
    Putri, Adinda Ihsani
    Ahn, Minho
    Choi, Jaeho
    INTERNATIONAL CONFERENCE ON RENEWABLE ENERGY RESEARCH AND APPLICATIONS (ICRERA), 2012,
  • [10] Control of Variable Speed Wind Energy Conversion System using a Wind Speed Sensorless Optimum Speed MPPT Control Method
    Thongam, J. S.
    Bouchard, P.
    Beguenane, R.
    Okou, A. F.
    Merabet, A.
    IECON 2011: 37TH ANNUAL CONFERENCE ON IEEE INDUSTRIAL ELECTRONICS SOCIETY, 2011,