State Estimation for Wind Turbine System Based on Kalman Filter

被引:0
|
作者
Huo Zhihong [1 ]
Zheng Yuan [1 ]
Xu Chang [1 ]
机构
[1] Hohai Univ, Coll Water Conservancy & Hydropower Engn, Nanjing 210098, Jiangsu, Peoples R China
关键词
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Consider the parameter uncertainty of the wind power station, wind turbine system state space model with uncertainty and disturb is modeled. State estimation Kalman filter for wind turbine system is designed based on Kalman filter theory. The effectiveness of the proposed Kalman filter is demonstrated with a simulation example.
引用
收藏
页码:441 / 443
页数:3
相关论文
共 50 条
  • [21] Kalman Filter Based Distributed State Estimation with Communication Systems
    Rana, Md
    Li, Li
    Su, Steven
    [J]. 2015 IEEE PES ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (APPEEC), 2015,
  • [22] State estimation of lithium polymer battery based on Kalman filter
    Jiabo Li
    Min Ye
    Kangping Gao
    Shengjie Jiao
    Xinxin Xu
    [J]. Ionics, 2021, 27 : 3909 - 3918
  • [23] State estimation of lithium polymer battery based on Kalman filter
    Li, Jiabo
    Ye, Min
    Gao, Kangping
    Jiao, Shengjie
    Xu, Xinxin
    [J]. IONICS, 2021, 27 (09) : 3909 - 3918
  • [24] Vehicle driving state estimation based on extended Kalman filter
    State Key Laboratory of Automobiles Dynamic Simulation, Jilin University, Changchun 130022, China
    [J]. Jilin Daxue Xuebao (Gongxueban), 2009, 1 (7-11):
  • [25] State estimation based on improved cubature Kalman filter algorithm
    Zhu, Jun
    Liu, Bingchen
    Wang, Haixing
    Li, Zihao
    Zhang, Zhe
    [J]. IET SCIENCE MEASUREMENT & TECHNOLOGY, 2020, 14 (05) : 536 - 542
  • [26] Nonlinear and Constrained State Estimation Based on the Cubature Kalman Filter
    Zarei, Jafar
    Shokri, Ehsan
    [J]. INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2014, 53 (10) : 3938 - 3949
  • [27] A Performance Comparison Between Extended Kalman Filter and Unscented Kalman Filter in Power System Dynamic State Estimation
    Khazraj, Hesam
    da Silva, F. Faria
    Bak, Claus Leth
    [J]. 2016 51ST INTERNATIONAL UNIVERSITIES POWER ENGINEERING CONFERENCE (UPEC), 2016,
  • [28] Least Squares Estimation and Kalman Filter Based Dynamic State and Parameter Estimation
    Fan, Lingling
    [J]. 2015 IEEE POWER & ENERGY SOCIETY GENERAL MEETING, 2015,
  • [29] Fault diagnosis of wind turbine gearbox with unscented kalman filter
    Cao, Mengnan
    Qiu, Yingning
    Feng, Yanhui
    Wang, Hao
    [J]. Taiyangneng Xuebao/Acta Energiae Solaris Sinica, 2017, 38 (01): : 32 - 38
  • [30] Study of Wind Turbine Fault Diagnosis Based on Unscented Kalman Filter and SCADA Data
    Cao, Mengnan
    Qiu, Yingning
    Feng, Yanhui
    Wang, Hao
    Li, Dan
    [J]. ENERGIES, 2016, 9 (10):