Design of Hilbert Fractal Antenna for Partial Discharge Detection and Classification

被引：0
|
作者：
Zahed, Abdalmonam H. [1 ]
Harbaji, Mustafa M. [1 ]
Habboub, Shahed A. [1 ]
AlMajidi, Maryam A. [1 ]
Assaf, Mustafa J. [1 ]
El-Hag, Ayman H. [1 ]
Qaddoumi, Nasser N. [1 ]
机构：
[1] Amer Univ Sharjah, Dept Elect Engn, Sharjah, U Arab Emirates
来源：
2015 4TH INTERNATIONAL CONFERENCE ON ELECTRIC POWER AND ENERGY CONVERSION SYSTEMS (EPECS) | 2015年
关键词：
component; Condition monitoring; Hilbert fractal antenna; partial discharges (PDs); pattern recognition; Ultra-high frequency (UHF); PATTERN-RECOGNITION; POWER TRANSFORMERS; UHF; SIGNALS;
D O I：
暂无
中图分类号：
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号：
0807 ; 0820 ;
摘要：
This paper presents the design of a Hilbert fractal antenna for the purpose of detecting and classifying different partial discharge (PD) types in an oil-paper insulated system. Three common types of PDs are considered for the multi-class classification problem, namely; PD from a sharp point to ground plane, surface discharge, and PD from a void in the insulation. The designed antenna is connected to a high frequency spectrum analyzer to acquire PD samples in the frequency domain. The different PD types showed unique frequency patterns for each type. In addition, the collected samples are processed using pattern recognition techniques to automatically identify their corresponding PD types. A recognition rate of 95% was achieved when classifying the different PD types.
引用
收藏
页数：4
相关论文
共 50 条
  • [21] Design and Application of a Circular Printed Monopole Antenna in Partial Discharge Detection
    Xavier, George V. R.
    da Costa, Edson G.
    Serres, Alexandre J. R.
    Nobrega, Luiz A. M. M.
    Oliveira, Adriano C.
    Sousa, Herbet F. S.
    [J]. IEEE SENSORS JOURNAL, 2019, 19 (10) : 3718 - 3725
  • [22] Study on the Application of an Ultra-High-Frequency Fractal Antenna to Partial Discharge Detection in Switchgears
    Yao, Chenguo
    Chen, Pan
    Huang, Congjian
    Chen, Yu
    Qiao, Panpan
    [J]. SENSORS, 2013, 13 (12): : 17362 - 17378
  • [23] y Design of a Circularly-Polarized UHF Antenna for Partial Discharge Detection
    Park, Seungyong
    Jung, Kyung-Young
    [J]. IEEE ACCESS, 2020, 8 : 81644 - 81650
  • [24] Design and Application of Loop Antenna for Partial Discharge Induced Electromagnetic Wave Detection
    Khayam, Umar
    Fatoni, F. I.
    [J]. PROCEEDINGS OF THE 2017 6TH INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING AND INFORMATICS (ICEEI'17), 2017,
  • [25] UHF Enclosed Hilbert Antenna for Partial Discharge On-site Testing
    Wang Peng
    Kuang Fen
    Liu Mingjun
    Zhou Qiukuan
    [J]. 2016 IEEE INTERNATIONAL CONFERENCE ON HIGH VOLTAGE ENGINEERING AND APPLICATION (ICHVE), 2016,
  • [26] Wideband UHF Antenna for Partial Discharge Detection
    Cui, Zhen
    Park, Seungyong
    Choo, Hosung
    Jung, Kyung-Young
    [J]. APPLIED SCIENCES-BASEL, 2020, 10 (05):
  • [27] Comparison of Different Fourth Order Hilbert Fractal Antennas for Partial Discharge Measurement
    Zahed, Abd Almonam
    El-Hag, Ayman H.
    Qaddoumi, Nasser
    Hussein, Ramy
    Shaban, Khaled B.
    [J]. IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION, 2017, 24 (01) : 175 - 182
  • [28] Wavelet-based and fractal theory on partial discharge classification
    Du, BX
    Wei, GZ
    Wu, Y
    Ouyang, MJ
    [J]. PROCEEDINGS OF THE 2005 INTERNATIONAL SYMPOSIUM ON ELECTRICAL INSULATING MATERIALS, VOLS, 1-3, 2005, : 463 - 466
  • [29] Design and Validation of a CPW fed Wideband Slot Spiral Antenna for Partial Discharge Detection
    Ghanakota, Krishna C.
    Sarathi, R.
    Arunachalam, Kavitha
    [J]. 2019 IEEE MTT-S INTERNATIONAL MICROWAVE AND RF CONFERENCE (IMARC), 2019,
  • [30] Design of UHF Antenna Sensor for Partial Discharge Detection in High Voltage S ubstation
    Mukhtar, Sharulnizam Mohd
    Isa, Muzamir
    Al-Hadi, Azremi Abdullah
    [J]. MALAYSIAN TECHNICAL UNIVERSITIES CONFERENCE ON ENGINEERING AND TECHNOLOGY 2017 (MUCET 2017), 2018, 318
12345