Model-Free Predictive Current Control of Doubly Fed Induction Generator Based on Ultra-Local Model

被引:0
|
作者
Jiang, Tao [1 ]
Zhang, Yongchang [1 ]
Jiao, Jian [1 ]
Rodriguez, Jose [1 ]
Garcia, Cristian [1 ]
机构
[1] North China Univ Technol, Inverter Technol Engn Res Ctr Beijing, Beijing, Peoples R China
基金
中国国家自然科学基金;
关键词
Predictive control; current control; DFIG; robustness; DIRECT POWER-CONTROL; DFIG;
D O I
10.1109/IPEMC-ECCEAsia48364.2020.9368236
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
Model predictive control (MPC) has been proposed as an effective method for power control of doubly fed induction generator (DFIG). However, conventional MPC relies heavily on the system model and accuracy of machine parameters. Furthermore, the steady state performance of conventional MPC is limited due to the application of only one voltage vector during one control period. To solve the problems of parameter robustness and steady state performance, this paper proposes a multiple-vector model-free predictive current control (MFPCC) based on ultral-local model. On one hand, an ultra-local model is used to replace the mathematical model of the machine. Since only the measured stator voltage and current values are required in the final control expression, the control system achieves good parameter robustness. On the other hand, by applying two voltage vectors during one control period, the steady-state performance is improved in terms of power ripples and current harmonics. The proposed method is compared to the prior multiple-vector MPC and the experimental results confirm its effectiveness.
引用
收藏
页码:3057 / 3062
页数:6
相关论文
共 50 条
  • [41] Model-Based Predictive Control Applied to the Doubly-Fed Induction Generator Direct Power Control
    Sguarezi Filho, Alfeu J.
    Ruppert Filho, Ernesto
    IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2012, 3 (03) : 398 - 406
  • [42] A Robust Model-Free Predictive Current Control of Induction Motor Drives
    Zhang, Yongchang
    Wang, Xing
    Zhang, Boyue
    Yang, Haitao
    2019 22ND INTERNATIONAL CONFERENCE ON ELECTRICAL MACHINES AND SYSTEMS (ICEMS 2019), 2019, : 603 - 607
  • [43] Ultra-Local Model Control Based on an Adaptive Observer
    Thabet, Hajer
    Ayadi, Mounir
    Rotella, Frederic
    2014 IEEE CONFERENCE ON CONTROL APPLICATIONS (CCA), 2014, : 122 - 127
  • [44] An efficient model predictive control based on Lyapunov function for doubly fed induction generator fed by a T-type inverter
    Tien A. Nguyen
    Hoang Tung Nguyen
    Gia Anh Vu Phan
    V. Pham
    Van On Vo
    Phuc Thinh Doan
    Viet-Tuan Pham
    Kim Anh Nguyen
    Pedro Rodriguez-Ayerbe
    Van-Quang-Binh Ngo
    Electrical Engineering, 2021, 103 : 663 - 676
  • [45] An efficient model predictive control based on Lyapunov function for doubly fed induction generator fed by a T-type inverter
    Nguyen, Tien A.
    Hoang Tung Nguyen
    Gia Anh Vu Phan
    Pham, V
    Van On Vo
    Phuc Thinh Doan
    Viet-Tuan Pham
    Kim Anh Nguyen
    Rodriguez-Ayerbe, Pedro
    Van-Quang-Binh Ngo
    ELECTRICAL ENGINEERING, 2021, 103 (01) : 663 - 676
  • [46] 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
  • [47] Model and Performance of Current Sensor Observers for a Doubly Fed Induction Generator
    Li, Hui
    Yang, Chao
    Hu, Yaogang
    Zhao, Meng
    Zhao, Bin
    Chen, Zhe
    Liu, Shengquan
    Yang, Dong
    ELECTRIC POWER COMPONENTS AND SYSTEMS, 2014, 42 (10) : 1048 - 1058
  • [48] The Internal Model Current Control for Wind Turbine Driven Doubly-Fed Induction Generator
    Hu Jia-Bing
    He Yi-Kang
    Zhu Jian Guo
    CONFERENCE RECORD OF THE 2006 IEEE INDUSTRY APPLICATIONS CONFERENCE, FORTY-FIRST IAS ANNUAL MEETING, VOL 1-5, 2006, : 209 - 215
  • [49] Ultra-local model-free speed prediction control based on high-order sliding mode compensation for PMSM drives
    Chen, Guiming
    Xu, Lingliang
    ADVANCES IN MECHANICAL ENGINEERING, 2022, 14 (07)
  • [50] Multivariable predictive functional control for doubly fed induction generator
    Yang, Xiyun
    Xu, Lingfeng
    Liu, Yibing
    Xu, Daping
    2007 IEEE INTERNATIONAL CONFERENCE ON CONTROL AND AUTOMATION, VOLS 1-7, 2007, : 2572 - 2575