Partial discharge measurements and techniques for pattern recognition and life prediction of medium voltage XLPE cables

被引:0
|
作者
Ahmed, Z. [1 ]
Kluss, J. V. [1 ]
Wallace, D. A. [1 ]
机构
[1] Mississippi State Univ, 406 Hardy Rd, Mississippi State, MS 39762 USA
关键词
XLPE insulated cables; Partial Discharge characteristics; PRPDA; insulation degradation; condition monitoring; insulation diagnostics;
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
Recent developments in online condition assessments for high voltage equipment has accepted Partial discharge (PD) measurements as an efficient diagnostics method. A PD measuring test setup was compiled with the aim to study the variations in the partial discharge characteristics over the insulation degradation in terms of the physical phenomena taking place in PD sources up to the point of failure. The statistical characteristics formulated with the help of Phase Resolved Partial Discharge Analysis (PRPDA) technique and ultra-wideband discharge characteristics by using High Frequency Current Transformer (HFCT) sensor were studied and analyzed. The experimental results can be used to develop an automated pattern recognition method based on the machine learning algorithms for online condition monitoring and insulation diagnostics.
引用
下载
收藏
页数:4
相关论文
共 50 条
  • [41] The improved voltage life characteristics of EHV XLPE cables
    Fukui, T
    Hirotsu, K
    Uozumi, T
    IEEE TRANSACTIONS ON POWER DELIVERY, 1999, 14 (01) : 31 - 38
  • [42] A Review of Partial Discharge Detection, Diagnosis Techniques in High Voltage Power Cables
    Refaat, Shady S.
    Shams, Mohammed A.
    PROCEEDINGS 2018 IEEE 12TH INTERNATIONAL CONFERENCE ON COMPATIBILITY, POWER ELECTRONICS AND POWER ENGINEERING (CPE-POWERENG 2018), 2018,
  • [43] Pattern Recognition of DC Partial Discharge on XLPE Cable Based on ADAM-DBN
    Li, Zhe
    Xu, Yongpeng
    Jiang, Xiuchen
    ENERGIES, 2020, 13 (17)
  • [44] A New Comprehensive Neural Network and Its Application in Partial Discharge Pattern Recognition of XLPE
    Zhang Hao
    Duan Yubing
    Hu Xiaoli
    Jian Cai
    Sun Xiaobin
    PROCEEDINGS OF THE 2019 14TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA 2019), 2019, : 350 - 354
  • [45] Partial Discharge Pattern Recognition of Cables Considering Attenuation of Damped AC Voltages
    Jin S.
    Zhang R.
    Du G.
    Gaodianya Jishu/High Voltage Engineering, 2021, 47 (07): : 2583 - 2590
  • [46] Application of Correlation Analysis Techniques in Feature Extraction and Selection for DC Partial Discharge Signals of XLPE Cables
    Yang F.
    Xu Y.
    Qian Y.
    Li Z.
    Sheng G.
    Jiang X.
    Dianwang Jishu/Power System Technology, 2018, 42 (05): : 1653 - 1660
  • [47] Development of the accurate localization of partial discharges in medium-voltage XLPE cables based on pulse reconstruction
    Yang, Saike
    Zhao, Kun
    Wang, Li
    Li, Hongjie
    Zhang, Lin
    Lv, Qishen
    IET GENERATION TRANSMISSION & DISTRIBUTION, 2022, 16 (01) : 193 - 203
  • [48] Evaluation and prediction of thermal aging life of XLPE for cables
    Sun J.-Y.
    Chen S.-P.
    Sha J.-J.
    Gao J.-G.
    Liu Y.-X.
    Yang J.-K.
    Ni Z.-H.
    Dianji yu Kongzhi Xuebao/Electric Machines and Control, 2022, 26 (06): : 31 - 39
  • [49] Numerical modelling for investigation and optimization of a sensor for sensitive partial discharge detection on high-voltage XLPE cables
    Heinrich, R
    Jobava, R
    Kalkner, W
    Gheonjian, A
    EUROPEAN TRANSACTIONS ON ELECTRICAL POWER, 2000, 10 (03): : 161 - 166
  • [50] Partial discharge diagnosis and remaining useful lifetime in XLPE extruded power cables under DC voltage: a review
    Fikri, Miftahul
    Abdul-Malek, Zulkurnain
    ELECTRICAL ENGINEERING, 2023, 105 (06) : 4195 - 4212