Synchrophasor Phase Angle Data Unwrapping Using an Unscented Kalman Filter

被引:9
|
作者
Mishra, Chetan [1 ]
Vanfretti, Luigi [2 ]
Jones, Kevin D. [1 ]
机构
[1] Domin Energy, Richmond, VA 23220 USA
[2] Rensselaer Polytech Inst, Troy, NY 12180 USA
关键词
Phasor measurement units; Noise reduction; Mathematical model; Kalman filters; Wrapping; Noise measurement; Phase measurement; Kalman filter; power system monitoring; synchrophasors; INTERFEROMETRY;
D O I
10.1109/TPWRS.2021.3089027
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
The wrapping operation causes discontinuities in phase angle measurements from synchrophasor devices. While various unwrapping algorithms traditionally used for synchrophasor data have proven effective under typical operating conditions, they are likely to fail when faced with atypical data because of equipment malfunctions. For example, the underestimation of the phase angle jump when the data originates from a device with an internal clock or other timing mechanism can introduce this kind of error. This letter proposes using an unscented Kalman filter (UKF) for unwrapping one dimensional synchrophasor data. This technique is especially suitable for analyzing low-quality data. The effectiveness of this method is demonstrated on real phase angle measurements from devices with documented timing issues in the Dominion Energy power system.
引用
收藏
页码:4868 / 4871
页数:4
相关论文
共 50 条
  • [1] Iterated unscented Kalman filter for phase unwrapping of interferometric fringes
    Xie, Xianming
    OPTICS EXPRESS, 2016, 24 (17): : 18872 - 18897
  • [2] An Efficient Phase Unwrapping Method Based on Unscented Kalman Filter
    Chen X.
    Huang Y.
    He C.
    Xie X.
    IEEE Journal on Miniaturization for Air and Space Systems, 2023, 4 (02): : 157 - 164
  • [3] Phase noise filtering and phase unwrapping method based on unscented Kalman filter
    Xianming Xie* and Yiming Pi School of Electronic Engineering
    Journal of Systems Engineering and Electronics, 2011, 22 (03) : 365 - 372
  • [4] Phase noise filtering and phase unwrapping method based on unscented Kalman filter
    Xie, Xianming
    Pi, Yiming
    JOURNAL OF SYSTEMS ENGINEERING AND ELECTRONICS, 2011, 22 (03) : 365 - 372
  • [5] Fringe enhanced phase unwrapping method based on unscented Kalman filter
    Chen, Xiaomao
    Huang, Ying
    He, Chao
    Lin, Jinfeng
    SIGNAL IMAGE AND VIDEO PROCESSING, 2024, 18 (8-9) : 6131 - 6142
  • [6] Multi-baseline phase unwrapping algorithm based on the unscented Kalman filter
    Xianming, X.
    Yiming, P.
    IET RADAR SONAR AND NAVIGATION, 2011, 5 (03): : 296 - 304
  • [7] Practical phase unwrapping of interferometric fringes based on unscented Kalman filter technique
    Cheng, Zhongtao
    Liu, Dong
    Yang, Yongying
    Ling, Tong
    Chen, Xiaoyu
    Zhang, Lei
    Bai, Jian
    Shen, Yibing
    Miao, Liang
    Huang, Wei
    OPTICS EXPRESS, 2015, 23 (25): : 32337 - 32349
  • [8] Adaptive Square-Root Unscented Kalman Filter Phase Unwrapping with Modified Phase Gradient Estimation
    Zhang, Yansuo
    Zhang, Shubi
    Gao, Yandong
    Li, Shijin
    Jia, Yikun
    Li, Minggeng
    REMOTE SENSING, 2022, 14 (05)
  • [9] Adaptive Unscented Kalman Filter Phase Unwrapping Method and Its Application on Gaofen-3 Interferometric SAR Data
    Gao, Yandong
    Zhang, Shubi
    Li, Tao
    Chen, Qianfu
    Li, Shijin
    Meng, Pengfei
    SENSORS, 2018, 18 (06)
  • [10] Two-dimensional phase unwrapping method using a refined D-LinkNet-based unscented Kalman filter
    Gao, Yandong
    Wang, Guanghui
    Wang, Geng
    Li, Tao
    Zhang, Shubi
    Li, Shijin
    Zhang, Yansuo
    Zhang, Tao
    OPTICS AND LASERS IN ENGINEERING, 2022, 152