Method for Eliminating MOA Resistive Current Interference Based on EMD-WPT-SVD and Exponential Weighted Average
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Method for Eliminating MOA Resistive Current Interference Based on EMD-WPT-SVD and Exponential Weighted Average
Vol. 47, Issue 10, Pages: 3664-3674(2021)
作者机构:
1. 四川大学电气工程学院
2. 国网福建省电力公司电力科学研究院
作者简介:
基金信息:
DOI:
CLC:
Published Online:31 October 2021,
Published:2021
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WANG Xing, RUAN Ying, CHEN Minwei, et al. Method for Eliminating MOA Resistive Current Interference Based on EMD-WPT-SVD and Exponential Weighted Average[J]. 2021, 47(10): 3664-3674.
DOI:
WANG Xing, RUAN Ying, CHEN Minwei, et al. Method for Eliminating MOA Resistive Current Interference Based on EMD-WPT-SVD and Exponential Weighted Average[J]. 2021, 47(10): 3664-3674.DOI:
Method for Eliminating MOA Resistive Current Interference Based on EMD-WPT-SVD and Exponential Weighted Average
The measurement of resistive current for metal oxide arrester(MOA) is affected by environmental interference
high-frequency noise interference
and pulse interference. The measured resistive current signal inevitably contain a variety of strong interference components. In order to cope with the difficulty of traditional methods for eliminating resistive current’s interference in a combination of many interference
this paper proposes a new method for eliminating this interference which can affect the resistive current of MOA based on EMD-WPT-SVD and exponentially weighted average.Firstly
according to whether the fundamental frequency
sampling frequency and characteristic frequency of resistive current are immersed by inter-harmonic
the optimal numbers of decomposition layers and wavelet basis function are selected. Secondly
the MOA’s resistive current is performed by EMD
and then the wavelet packet transform is used to make each sub-signal to only contain one characteristic frequency
so that the characteristic components of all sub-signals can be accurately extracted by SVD. Finally
when the periodic interference of the resistive current is eliminated accurately from the original signal
the exponential weighted average algorithm is used to obtain the changing trend of resistive current that can truly reflect the MOA working condition. The method of this paper is compared with many classical methods in simulation and instance
respectively. It is proved that the proposed method can eliminate many kinds of interference and reflect accurately the real-time condition of MOA. The processing result meets the requirements of practical engineering measurement.