A Harmonic Source Tracing Method Robust to Strong Noise Based on Fuzzy Logic

As renewable energy sources are increasingly integrated into power grids, harmonic source tracing is essential for the monitoring and suppressing of harmonic pollution. A fuzzy logic inference system can easily achieve harmonic tracing, but it relies on line parameters at each harmonic. In this paper, a wideband harmonic parameter estimation model is established and solved by weighted least squares (WLS). To overcome the lack of a basis for adjusting the weight matrix W and the inability to adapt to changes, an adaptive adjustment system using fuzzy inference methods was also developed to obtain wideband line parameters, and harmonic tracing can be achieved using only measured data. The above process was tested on the IEEE 14 Bus System, which proved the feasibility of the proposed solution.

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Publication Details

Published
2024-12-06
DOI
https://doi.org/10.1109/icips64173.2024.10900041
Primary Topic
Music and Audio Processing
Type
article
Field-Weighted Citation Impact
0.00

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article

A Harmonic Source Tracing Method Robust to Strong Noise Based on Fuzzy Logic

Xin‐Yao Yu, Yi Jiang, Zongshuai Jin, Changqing Zou et al.
Music and Audio Processing
article

A Harmonic Source Tracing Method Robust to Strong Noise Based on Fuzzy Logic

Xin‐Yao Yu, Yi Jiang, Zongshuai Jin, Changqing Zou, Hongjian Sun, Ke Xu
article en

Abstract

As renewable energy sources are increasingly integrated into power grids, harmonic source tracing is essential for the monitoring and suppressing of harmonic pollution. A fuzzy logic inference system can easily achieve harmonic tracing, but it relies on line parameters at each harmonic. In this paper, a wideband harmonic parameter estimation model is established and solved by weighted least squares (WLS). To overcome the lack of a basis for adjusting the weight matrix W and the inability to adapt to changes, an adaptive adjustment system using fuzzy inference methods was also developed to obtain wideband line parameters, and harmonic tracing can be achieved using only measured data. The above process was tested on the IEEE 14 Bus System, which proved the feasibility of the proposed solution.

Shandong University (CN), State Grid Corporation of China (China) (CN), Shanghai Electric (China) (CN)
National Natural Science Foundation of China
Openalex Percentile: Top 69%
Music and Audio Processing
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