An impedance matrix constrained-based method for harmonic emission level estimation

被引:4
作者
Zheng, Xian [1 ]
Xiao, Xianyong [1 ]
Wang, Yang [1 ]
机构
[1] Sichuan Univ, Coll Elect Engn, Chengdu, Peoples R China
基金
美国国家科学基金会;
关键词
constrained complex independent analysis; emission level; harmonic analysis; harmonic impedance; impedance matrix constraint; wind farm; UTILITY; VOLTAGE;
D O I
10.1002/2050-7038.12479
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 harmonic impedances are important for both utility companies and their customers. The data have many uses, such as estimating harmonic emission levels, designing filters. Complex independent component analysis is a well-accepted method for harmonic impedance estimation. However, a lack of data points for each calculation leads to wrong results. To increase the feasibility of this method, we proposed a constrained complex independent component analysis-based method by adding the essential feature of the harmonic impedance matrix. Thus, the recovered source signals, which are highly consistent with the original source signals can be found when the data quantity for each calculation is little. The method has been verified using simulation studies and extensive field data. The results show that the proposed method can serve as a useful tool to support the harmonic impedance calculation task of utility companies and their customers.
引用
收藏
页数:18
相关论文
共 25 条
[1]  
Gretsch R, 1998, EUR T ELECTR POWER, V8, P369, DOI 10.1002/etep.4450080508
[2]   A Novel Controlled Frequency Band Impedance Measurement Approach for Single-Phase Railway Traction Power System [J].
Hu, Haitao ;
Pan, Pengyu ;
Song, Yitong ;
He, Zhengyou .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2020, 67 (01) :244-253
[3]   Study of Application & Properties of Synthesized Reactive Dyes Containing Sulphide-bis-ethylsulphone Residues [J].
Huang, Xu ;
Zhang, Wei-Dong .
TEXTILE BIOENGINEERING AND INFORMATICS SYMPOSIUM PROCEEDINGS, VOLS 1-3, 2010, :281-287
[4]   Utility Harmonic Impedance Measurement Based on Data Selection [J].
Hui, Jin ;
Freitas, Walmir ;
Vieira, Jose C. M. ;
Yang, Honggeng ;
Liu, Yamei .
IEEE TRANSACTIONS ON POWER DELIVERY, 2012, 27 (04) :2193-2202
[5]   Assessing Utility Harmonic Impedance Based on the Covariance Characteristic of Random Vectors [J].
Hui, Jin ;
Yang, Honggeng ;
Lin, Shunfu ;
Ye, Maoqing .
IEEE TRANSACTIONS ON POWER DELIVERY, 2010, 25 (03) :1778-1786
[6]   Method for determining utility and consumer harmonic contributions based on complex independent component analysis [J].
Karimzadeh, Farzad ;
Esmaeili, Saeid ;
Hosseinian, Seyed Hossein .
IET GENERATION TRANSMISSION & DISTRIBUTION, 2016, 10 (02) :526-534
[7]  
Langella R, 2006, 2006 INT C PROB METH
[8]   Load profile estimation in electric transmission networks using independent component analysis [J].
Liao, HW ;
Niebur, D .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2003, 18 (02) :707-715
[9]   Approach and applications of constrained ICA [J].
Lu, W ;
Rajapakse, JC .
IEEE TRANSACTIONS ON NEURAL NETWORKS, 2005, 16 (01) :203-212
[10]  
Mazin HE, 2011, IEEE POW ENER SOC GE