JOURNAL ARTICLE

Harmonic Detection in Electric Power System Using Wavelet Transform and Particle Swarm Optimization

Yan HeBo YinMingxing Gao

Year: 2018 Journal:   2018 IEEE 4th Information Technology and Mechatronics Engineering Conference (ITOEC) Vol: 15 Pages: 701-704

Abstract

When using wavelet transform for electric power system harmonic detection, different decomposition scales, wavelet bases, and signal sampling rates have a great impact on the quality of signal decomposition. In order to find a set of parameters with universal ability, this paper proposes a wavelet transform power system harmonic detection method based on particle swarm optimization (PSO), and sets the fitness function. The effectiveness of the proposed method is verified by simulation experiments, and the decomposition quality of wavelet transform is improved.

Keywords:
Particle swarm optimization Wavelet Wavelet transform Harmonic Discrete wavelet transform Computer science Electric power system Harmonic analysis Power (physics) Electronic engineering Physics Acoustics Algorithm Artificial intelligence Engineering

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Cited By
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FWCI (Field Weighted Citation Impact)
7
Refs
0.36
Citation Normalized Percentile
Is in top 1%
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Citation History

Topics

Power Quality and Harmonics
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
Power Transformer Diagnostics and Insulation
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
Energy Load and Power Forecasting
Physical Sciences →  Engineering →  Electrical and Electronic Engineering

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