QIN Jinfei, ZHU Qi, ZHOU Wei, et al. Research on Denoising Method of GIS Partial Discharge Signal Based on Improved Empirical Wavelet and Wavelet Transform[J]. High VoltageApparatus, 2019, 55(7): 70-77+86.
QIN Jinfei, ZHU Qi, ZHOU Wei, et al. Research on Denoising Method of GIS Partial Discharge Signal Based on Improved Empirical Wavelet and Wavelet Transform[J]. High VoltageApparatus, 2019, 55(7): 70-77+86. DOI: 10.13296/j.1001-1609.hva.2019.07.011.
Research on Denoising Method of GIS Partial Discharge Signal Based on Improved Empirical Wavelet and Wavelet Transform
In order to solve the problem that the internal discharge(PD)signal of gas insulated switchgear(GIS)contains noise
this paper builds a simulated partial discharge environment
and using ultra-high frequency(UHF)to acquire the defective PD signal. In view of the characteristics of periodic narrow-band noise and white noise forUHF PD signals
a denoising study of UHF PD signals based on improved experience wavelet(EWT)and wavelettransform is proposed. Firstly
the EWT transform can be used to decompose the signal into multi-frequency modalfunctions
then the modal function is wavelet denoised
divide the denoised modal function according to the kurtosisvalue
and select UHF PD according to the appropriate threshold. The active component of the signal and recon-structs the signal. Finally
the UHF PD simulation signal is constructed and the measured data is used to verify theeffectiveness of the proposed algorithm. The simulation experiment and the measured denoising results show that theimproved denoising algorithm proposed in this paper has good noise suppression ability. This paper provides a refer-ence for the denoising of UHF PD signals inside GIS equipment.
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Related Institution
贵州安顺中水水电开发有限公司,贵州安顺 561000Guizhou Anshun Zhongshui Hydropower Development Co., Ltd., Guizhou Anshun 561000, China
华中科技大学强电磁技术全国重点实验室,武汉 430074State Key Laboratory of Advanced Electromagnetic Technology, Huazhong University of Science and Technology, Wuhan 430074, China
华中科技大学人工智能研究院,武汉 430074Institute of Artificial Intelligence, Huazhong University of Science and Technology, Wuhan 430074, China
南京南瑞水利水电科技有限公司,南京 211106NARI Water Conservancy and Hydropower Technology Co., Ltd., Nanjing 211106, China
南瑞集团公司(国网电力科学研究院),南京 211106NARI Group Corporation (State Grid Electic Power Research Institude), Nanjing 211106, China