Fuzzy Logic Based Control Scheme for Doubly Fed Induction Generator Based Wind Turbine

被引:7
|
作者
Bhukya, Jawaharlal [1 ]
Mahajan, Vasundhara [1 ]
机构
[1] Sardar Vallabhbhai Natl Inst Technol, Dept Elect Engn, Surat, Gujarat, India
关键词
Wind Energy Conversion System (WECS); Rotor Side Converter (RSC); Grid Side Converter (GSC); Doubly Fed Induction Generator (DFIG); Fuzzy Logic Control (FLC); Proportional and Integral (PI) control; Stator Flux Orientation Control Scheme (SFOCS);
D O I
10.1515/ijeeps-2018-0126
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Stator Flux Orientation Control Scheme (SFOCS) has limitations that its performance is mainly influenced by the tuning of parameters, the Proportional-Integral (PI) controller could not compensate system variations very efficiently. To overcome the drawbacks of PI controller the Fuzzy Logic Controllers (FLCs) are modelled. This paper presents the fuzzy logic based control strategy for the variable speed wind turbine generator by using Doubly Fed Induction Generator (DFIG). The mathematical model for DFIG is developed in synchronous reference frame by using SFOCS for current and voltage control and is discretized in time domain. Based on this model the artificial intelligence based FLCs are designed and implemented so as to improve the performance and efficiency of the system. This control scheme not only enhances the dynamic performance but also maintains almost unity power factor to the grid. In order to explore the robustness of the FLC and conventional PI controller, simulations are carried out for rapid variation of wind speed, and different disturbances generated in the system. The simulation results show that the proposed fuzzy logic based control strategies have better power control, faster oscillation damping, more accurate regulation, considerably reduced settling time and has fewer ripples in comparison with conventional PI controller. In the proposed SFOCS, the PI controllers are replaced with FLCs, to improve the performance and efficiency of the system. The system performance is analyzed for real and reactive power control in SFOCS for the effectiveness of synchronization with the grid.
引用
收藏
页数:22
相关论文
共 50 条
  • [1] New grid synchronization and power control scheme of doubly-fed induction generator based wind turbine system using fuzzy logic control
    Dida, Abdelhak
    Merahi, Farid
    Mekhilef, Saad
    COMPUTERS & ELECTRICAL ENGINEERING, 2020, 84
  • [2] Modeling and Control of a Wind Turbine Based On a Doubly Fed Induction Generator
    Noussi, K.
    Abouloifa, A.
    Katir, H.
    Lachkar, I.
    PROCEEDINGS OF 2019 IEEE 4TH WORLD CONFERENCE ON COMPLEX SYSTEMS (WCCS' 19), 2019, : 359 - 363
  • [3] Fixed-time fuzzy adaptive control scheme for doubly fed induction generator-based wind turbine
    Bounar, Naamane
    Boulkroune, Abdesselem
    Labdai, Sami
    Chrifi-Alaoui, Larbi
    TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL, 2024, 46 (08) : 1579 - 1589
  • [4] Simulation on frequency control of doubly fed induction generator based wind turbine
    China Electric Power Research Institute, Beijing 100085, China
    不详
    Dianli Xitong Zidonghue, 2007, 7 (61-65): : 61 - 65
  • [5] Direct power control of a wind turbine based on doubly fed induction generator
    Yaichi I.
    Semmah A.
    Wira P.
    European Journal of Electrical Engineering, 2019, 21 (05) : 457 - 464
  • [6] Modeling and control of a Wind Turbine Plant based on Doubly Fed Induction Generator
    Tlijani, Sofien
    Meddeb, Asma
    Chebbi, Souad
    2019 10TH INTERNATIONAL RENEWABLE ENERGY CONGRESS (IREC), 2019,
  • [7] Fuzzy Logic Based Vector Control of a Doubly-Fed Induction Generator in Wind Power Application
    Soloumah, Hany M.
    Kar, Narayan C.
    WIND ENGINEERING, 2006, 30 (03) : 201 - 223
  • [8] WIND TURBINE GENERATOR SYSTEM BASED ON CASCADED DOUBLY FED INDUCTION GENERATOR
    Silva de Vasconcelos, Carlos Henrique
    Ferreira, Antonio Carlos
    Stephan, Richard Magdalena
    2015 IEEE 13TH BRAZILIAN POWER ELECTRONICS CONFERENCE AND 1ST SOUTHERN POWER ELECTRONICS CONFERENCE (COBEP/SPEC), 2015,
  • [9] Decoupled power control of wind turbine based on doubly-fed induction generator
    Li, D. D.
    ICIEA 2006: 1ST IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS, VOLS 1-3, PROCEEDINGS, 2006, : 1077 - 1081
  • [10] Decoupled power control of wind turbine based on doubly-fed induction generator
    Li, D. D.
    2006 1st IEEE Conference on Industrial Electronics and Applications, Vols 1-3, 2006, : 915 - 919