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Underground Cable Anti Damage Monitoring System Based on Wavelet De-noise and EMD-AR Spectrum
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Jun SHU1, Fan YE1, Fenglin YAO2
Electric Drive | 2024, 54(11) : 91 - 96
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Electric Drive | 2024, 54(11): 91-96
Underground Cable Anti Damage Monitoring System Based on Wavelet De-noise and EMD-AR Spectrum
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Jun SHU1, Fan YE1, Fenglin YAO2
Affiliations
  • 1. State Grid Jiangxi Electric Power Co.,Ltd. Nanchang Power Supply Branch,Nanchang 330000, Jiangxi,China
  • 2. School of Mechanical Engineering,Taiyuan University of Science and Technology,Taiyuan 030000,Shanxi,China
Published: 2024-11-20 doi: 10.19457/j.1001-2095.dqcd25037
Outline
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The power cable plays a very important role in today's social development and urban operation. With the increase of people's electricity consumption,the amount of cable laying is also increasing synchronously.In order to prevent the cable from being damaged,the environmental vibration signals around the cable duct gallery are monitored,and potential threats are found in time to ensure the normal operation of the cable,a vibration monitoring system for underground cable damage prevention based on Matlab wavelet noise reduction algorithm and EMD-AR spectrum analysis was proposed. The system was composed of solar power supply module,six axis gyroscope attitude sensing module,vibration sensor module and internet of things communication module.The main control chip uses STM32F4 microcontroller. The wavelet threshold de-noising algorithm was used to remove the complex high-frequency noise and improve the signal identifiability. Then the de-noised signal was subjected to empirical mode decomposition(EMD)and AR spectrum analysis of the first six intrinsic mode function(IMF)components.Finally,the AR spectrum of the first six IMF components was accumulated to obtain the energy contrast map of the signal. The research shows that the application of this method can accurately analyze the type of vibration,which can provide a more simple and convenient method for the monitoring and analysis of vibration near the cable duct gallery,and effectively protect the safe and stable operation of the cable.

wavelet transform  /  threshold noise reduction  /  EMD-AR spectrum  /  cable protection  /  vibration analysis
Jun SHU, Fan YE, Fenglin YAO. Underground Cable Anti Damage Monitoring System Based on Wavelet De-noise and EMD-AR Spectrum[J]. Electric Drive, 2024 , 54 (11) : 91 -96 . DOI: 10.19457/j.1001-2095.dqcd25037
Year 2024 volume 54 Issue 11
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Article Info
doi: 10.19457/j.1001-2095.dqcd25037
  • Receive Date:2023-03-18
  • Online Date:2025-11-11
  • Published:2024-11-20
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  • Received:2023-03-18
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Affiliations
    1. State Grid Jiangxi Electric Power Co.,Ltd. Nanchang Power Supply Branch,Nanchang 330000, Jiangxi,China
    2. School of Mechanical Engineering,Taiyuan University of Science and Technology,Taiyuan 030000,Shanxi,China
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表12种不同金属材料的力学参数

Family
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Number of
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种数
Number of
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占总种数比例
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种数
Number of
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Percentage of total
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鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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