Robustness Analysis of Dynamic Equivalent Model of DFIG Wind Farm for Stability Study

被引:82
|
作者
Zhou, Yuhao [1 ]
Zhao, Long [1 ]
Lee, Wei-Jen [1 ]
机构
[1] Univ Texas Arlington, Energy Syst Res Ctr, Arlington, TX 76019 USA
关键词
Doubly fed induction generators (DFIG) wind farm; dynamic equivalent model; hybrid improved-particle swarm optimization genetic algorithm (PSO-GA); parameters identification; robustness analysis; PARAMETER-IDENTIFICATION; SYSTEMS; ALGORITHM;
D O I
10.1109/TIA.2018.2858738
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
With the wind power energy largely interconnected with power grid, it is necessary to develop a robust dynamic equivalent model of the wind farm for the system stability analysis and control. In this paper, a detailed wind farm model with doubly fed induction generators is established according to Western Electricity Coordinating Council benchmark test system. Then, the parameters identification process based on aggregation technique consisting of a hybrid algorithm combined improved-particle swarm optimization with improved-genetic algorithm is proposed for dynamic equivalent model development by using the measurement data from phasor measurement unit at the point of interconnection. Additionally, the robustness of the developed equivalent model is analyzed. The simulation results of the benchmark test system and IEEE-9 bus system demonstrate the effectiveness and robustness of the proposed equivalent modeling and identification methodology.
引用
收藏
页码:5682 / 5690
页数:9
相关论文
共 50 条
  • [41] Equivalent Model of Wind Farm Based on DBSCAN
    Han Pingping
    Xia Yu
    Zhang Yan
    Luo Kui
    2017 IEEE INNOVATIVE SMART GRID TECHNOLOGIES - ASIA (ISGT-ASIA), 2017, : 226 - 231
  • [42] Dynamic equivalent modeling of wind farm considering the uncertainty of wind power prediction and a case study
    Li, Longyuan
    Teng, Yufei
    Wang, Xiaoru
    JOURNAL OF RENEWABLE AND SUSTAINABLE ENERGY, 2017, 9 (01)
  • [43] An Approach to Establish Detailed Model of DFIG Based Wind Farm
    Ma S.
    Geng H.
    Ma J.
    Yang G.
    Diangong Jishu Xuebao/Transactions of China Electrotechnical Society, 2017, 32 : 1 - 10
  • [44] Establish and application of wind speed model in wind farm dynamic analysis
    China Electric Power Research Institute, Beijing 100085, China
    不详
    Zhongguo Dianji Gongcheng Xuebao, 2007, 36 (68-72):
  • [45] Dynamic Equivalent Modeling of Wind Farm with DDPMSG Wind Turbine Generators
    Li, Longyuan
    Wang, Tianyu
    Wang, Xiaoru
    2014 INTERNATIONAL CONFERENCE ON POWER SYSTEM TECHNOLOGY (POWERCON), 2014, : 2908 - 2914
  • [46] Measurement based parameters estimation of large scale wind farm dynamic equivalent model
    Gupta, Akhilesh Prakash
    Mohapatra, A.
    Singh, S. N.
    RENEWABLE ENERGY, 2021, 168 : 1388 - 1398
  • [47] Dynamic equivalent model of doubly fed wind farm during electromagnetic transient process
    Jinxin, Ouyang
    Yanbo, Diao
    Di, Zheng
    Rui, Yu
    Xi, Zhang
    Xiaofu, Xiong
    IET RENEWABLE POWER GENERATION, 2017, 11 (01) : 100 - 106
  • [48] Harmonic Analysis by Modeling and Simulation of the Wind Farm Based on DFIG
    Xiao, H.
    Liu, Y.
    Liu, H.
    ELEKTRONIKA IR ELEKTROTECHNIKA, 2013, 19 (07) : 17 - 21
  • [49] DFIG Wind Farm Modeling for Subsynchronous Control Interaction Analysis
    Wang, Liang
    Sun, Xia
    You, Yuyang
    IEEJ Transactions on Electrical and Electronic Engineering, 2018, 13 (02): : 253 - 261
  • [50] DFIG Wind Farm Modeling for Subsynchronous Control Interaction Analysis
    Wang, Liang
    Sun, Xia
    You, Yuyang
    IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING, 2018, 13 (02) : 253 - 261