A harmonic impedance estimation method based on AR model and Burg algorithm

被引:17
|
作者
Shu, Qin [1 ]
Fan, Yu [1 ]
Xu, Fangwei [1 ]
Wang, Chang [1 ]
He, Jinyan [1 ]
机构
[1] Sichuan Univ, Coll Elect Engn, Chengdu 610000, Peoples R China
基金
中国国家自然科学基金;
关键词
Smart grid; Utility impedance estimation; AR model; Burg algorithm; Apparent power; CUSTOMER; POINT;
D O I
10.1016/j.epsr.2021.107568
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
With the development of smart grid, a lot of nonlinear loads and new energy power stations are connected into the power network. There are a large number of harmonic sources in the power grid, harmonic distortion has become one of the main power quality concerns in recent years. Utility side harmonic impedance estimation is important for evaluating harmonic emission levels and determining the harmonic responsibility. In the traditional methods, the harmonic voltage and current at the PCC are considered to satisfy the normal distribution and the timing correlation of them is ignored which contains important information that can be used to estimate the harmonic impedance. This paper proposes a new method for harmonic impedance estimation based on the Burg algorithm and AR model. In this paper, harmonic voltage and current are considered to satisfy AR model including timing correlation. The reflection coefficient is calculated by minimizing the average power of the forward and backward errors in the AR model. Then, the utility side harmonic impedance is estimated by minimizing the apparent power. The proposed method is robust, and the error of the estimation result is small by the proposed method. Whats more, the proposed method is not limited by some traditional assumptions, such as the background harmonics are stable and small, the customer harmonic impedance is much larger than the utility, and the harmonic sources of both sides are independent, and so on.
引用
收藏
页数:7
相关论文
共 50 条
  • [1] The Simulation of Burg Algorithm for AR Model Power Spectrum Estimation
    He, Hong
    Huang, Xing
    Liu, Fang
    Zhang, Da-Jian
    Hou, Ming-Feng
    MATERIALS SCIENCE AND ENGINEERING, PTS 1-2, 2011, 179-180 : 426 - +
  • [2] Extraction of vortex flowmeter frequency by Burg algorithm based AR model spectral estimation
    Sun, Z. (zqsun@csu.edu.cn), 1684, Central South University of Technology (44):
  • [3] A Harmonic Impedance Estimation Method Based on the Cauchy Mixed Model
    Tang, Zhirong
    Li, Huaqiang
    Xu, Fangwei
    Shu, Qin
    Jiang, Yue
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2020, 2020
  • [4] Utility harmonic impedance estimation method based on harmonic impedance matrix constrain
    Zheng X.
    Xiao X.
    Wang Y.
    Dianli Zidonghua Shebei/Electric Power Automation Equipment, 2021, 41 (04): : 170 - 176
  • [5] Novelty method for the utility harmonic impedance estimation based on Gaussian mixed model
    Tang, Zhirong
    Shu, Qin
    Xu, Fangwei
    Jiang, Yue
    IET GENERATION TRANSMISSION & DISTRIBUTION, 2020, 14 (13) : 2573 - 2580
  • [6] A Harmonic Impedance on Utility Side Estimation Method Based on Laplace Mixture Model
    Fan, Yu
    Xu, Fangwei
    Wang, Chang
    Shu, Qin
    IEEE TRANSACTIONS ON POWER DELIVERY, 2024, 39 (03) : 1774 - 1782
  • [7] AR spectral estimation by application of the burg algorithm to irregularly sampled data
    Bos, R
    de Waele, S
    Broersen, PMT
    IMTC/2001: PROCEEDINGS OF THE 18TH IEEE INSTRUMENTATION AND MEASUREMENT TECHNOLOGY CONFERENCE, VOLS 1-3: REDISCOVERING MEASUREMENT IN THE AGE OF INFORMATICS, 2001, : 1208 - 1213
  • [8] A New Method for Harmonic Impedance Estimation
    Xu, Fang-Wei
    Wang, Lu
    Zhao, Jin-Shuai
    Chen, Ying
    Xu, Lin
    Hu, Can
    2018 18TH INTERNATIONAL CONFERENCE ON HARMONICS AND QUALITY OF POWER (ICHQP), 2018,
  • [9] A Method for Estimating the Utility Harmonic Impedance Based on Semiparametric Estimation
    Shu, Qin
    He, Jinyan
    Wang, Chang
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2021, 70
  • [10] Estimation method for variable harmonic impedance based on Legendre polynomial fitting
    Wang, Haojie
    Wang, Chang
    Xu, Fangwei
    Shu, Qin
    Dianli Zidonghua Shebei/Electric Power Automation Equipment, 2024, 44 (11): : 195 - 201