A Method for Utility Harmonic Impedance Estimation Based on Constrained Complex Independent Component Analysis

Xianyong Xiao, Xian Zheng, Ying Wang, Shuangting Xu and Zixuan Zheng
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Xianyong Xiao: College of Electrical Engineering and Information Technology, Sichuan University, Chengdu 610065, Sichuan, China
Xian Zheng: College of Electrical Engineering and Information Technology, Sichuan University, Chengdu 610065, Sichuan, China
Ying Wang: College of Electrical Engineering and Information Technology, Sichuan University, Chengdu 610065, Sichuan, China
Shuangting Xu: College of Electrical Engineering and Information Technology, Sichuan University, Chengdu 610065, Sichuan, China
Zixuan Zheng: College of Electrical Engineering and Information Technology, Sichuan University, Chengdu 610065, Sichuan, China

Energies, 2018, vol. 11, issue 9, 1-15

Abstract: Utility harmonic impedance is an important parameter for harmonic mitigation. In this paper, a method for utility harmonic impedance estimation method based on constrained independent component analysis is proposed. The conventional impedance estimation method based on ComplexICA has two major problems: the algorithm is not suitable for separating weak and strong source mixed signals, and lots of sample data should be provided to avoid converging on a local optimum. To solve the two problems, the prior information of the utility harmonic source is added to the objective function of ComplexICA; in this paper, the measurement data at PCC when the load is shutdown are chosen as the prior information. Then the utility harmonic source signal can be recovered and the separated matrix can be obtained effectively. The connection between the utility harmonic source, utility harmonic impedance and the data at PCC are established using Norton equivalent circuit, and then the separation matrix is used to calculate utility harmonic impedance. The performance and feasibility of the proposed method are verified by the computer simulation and field test. Compared with the current ComplexICA method, the proposed method is more adaptive to changes in the background harmonic and the calculation result is more stable.

Keywords: harmonic contribution; power quality; harmonic impedance; constrained complex independent component analysis (search for similar items in EconPapers)
JEL-codes: Q Q0 Q4 Q40 Q41 Q42 Q43 Q47 Q48 Q49 (search for similar items in EconPapers)
Date: 2018
References: View references in EconPapers View complete reference list from CitEc
Citations: View citations in EconPapers (3)

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