Non-linear Modeling of Oil-paper Insulation for Condition Assessment using Non-sinusoidal Excitation

被引:11
|
作者
Pradhan, A. [1 ]
Koley, C. [2 ]
Chatterjee, B. [3 ]
Chakravorti, S. [3 ]
机构
[1] Jadavpur Univ, Dept Elect Engn, Kolkata 700032, India
[2] Natl Inst Technol, Dept Elect Engn, Durgapur 713209, India
[3] Jadavpur Univ, Dept Elect Engn, Kolkata 700032, India
关键词
System identification; nonlinear systems; frequency domain spectroscopy; Hammerstein model; insulation condition monitoring; transformer oil-paper insulator; FREQUENCY-DOMAIN; DIELECTRIC-SPECTROSCOPY; TIME; IDENTIFICATION; PARAMETERS; POLARIZATION;
D O I
10.1109/TDEI.2015.004504
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In high voltage engineering, dielectric response analysis is a widely used tool for insulation diagnostic. Voltages used for studying dielectric response in the laboratory are usually sinusoidal in nature. But the insulation system in operation on site is often stressed by voltages that may deviate significantly from a sinusoid. Thus the use of non-sinusoidal waveform in obtaining the dielectric response is a desirable study for advanced insulation diagnostic technique. Present work involves assessing the condition of electrical insulation using dielectric response analysis under the influence of non-sinusoidal voltage waveform. In dielectric response analysis, characteristics curve of phase response over a frequency band is used to predict the insulation condition, which involves expertise. In this respect parameterization of insulation condition can make the assessment technique much simpler. But the nonlinear behavior of insulation restricts such an attempt to be accurate enough for reliable assessment of minute degradation of insulation condition. Therefore, the present work proposes a non-linear system identification technique, in an attempt to parameterize insulation condition. In this work, a suitable excitation signal has been designed so that the observed response becomes representative of the behavior of the whole system dynamics over the frequency band of interest. Tests have been performed with insulations having different moisture contents. The obtained system parameters, through nonlinear Hammerstein model, were found to be consistent over several experiments, and also accurate enough to detect small variation of moisture content. The proposed method is based on the time domain measurement of input excitation voltage and corresponding response current through the insulation.
引用
收藏
页码:2165 / 2175
页数:11
相关论文
共 50 条
  • [41] Investigation of characteristic parameters for condition evaluation of transformer oil-paper insulation using frequency domain spectroscopy
    Wang, Youyuan
    Gao, Jun
    Liao, Ruijin
    Zhang, Yiyi
    Hao, Jian
    Liu, Jiefeng
    Ma, Zhiqin
    INTERNATIONAL TRANSACTIONS ON ELECTRICAL ENERGY SYSTEMS, 2015, 25 (11): : 2921 - 2932
  • [42] Analysis of the Key Problem About Insulation Condition Assessment of Oil-paper in Power Transformers Based on Partial Discharge
    Li Q.
    Li S.
    Si W.
    Wang G.
    Wang B.
    Liu B.
    Li, Simeng (lisimeng251106@163.com), 1600, Science Press (43): : 2558 - 2565
  • [43] An assessment method for identifying thermal aging condition of oil-paper insulation utilizing factor vectors of partial discharge
    Liao, Ruijin
    Wang, Ke
    Zhou, Tianchun
    Yang, Lijun
    Xiao, Zhongnan
    Diangong Jishu Xuebao/Transactions of China Electrotechnical Society, 2010, 25 (09): : 28 - 34
  • [44] Assessment of Oil-Paper Insulation Aging Using Frequency Domain Spectroscopy and Moisture Equilibrium Curves
    Yang, Lijun
    Zou, Tiantian
    Deng, Bangfei
    Zhang, Haibing
    Mo, Yang
    Peng, Pan
    IEEE ACCESS, 2019, 7 : 45670 - 45678
  • [45] Insulation Geometry Independent Aging Sensitive Parameter Evaluated from Transfer Function of Debye Model for Condition Assessment of Oil-Paper Insulation
    Baral, A.
    Chakravorti, S.
    2013 IEEE CONFERENCE ON ELECTRICAL INSULATION AND DIELECTRIC PHENOMENA (CEIDP), 2013, : 101 - 104
  • [46] CONDITION FOR EXCITATION OF AUTO-OSCILLATIONS IN NON-LINEAR DC CIRCUITS
    ROZENBLA.MA
    DOKLADY AKADEMII NAUK SSSR, 1968, 181 (06): : 1375 - &
  • [47] Non-linear modeling of paper in a hard-nip calender
    Hovda, E
    Irgens, F
    Olsen, JE
    TAPPI FINISHING & CONVERTING CONFERENCE AND TRADE FAIR, 1999, : 153 - 160
  • [48] Small-signal modeling of three-phase boost rectifier under non-sinusoidal condition
    Yuan Chang
    Liu Jinjun
    Wang Xiaoyu
    Yang Xin
    Wang Zhaoan
    APEC 2008: TWENTY-THIRD ANNUAL IEEE APPLIED POWER ELECTRONICS CONFERENCE AND EXPOSITION, VOLS 1-4, 2008, : 1195 - 1199
  • [49] Aging analysis of non-edible natural ester oil-paper insulation under various conditions
    Gengadevi, K.
    Madavan, R.
    INDUSTRIAL CROPS AND PRODUCTS, 2023, 205
  • [50] Magnetic hysteresis modeling for non-sinusoidal fields using counter propagation neural network
    Fallah, E
    Moghani, JS
    Talebi, A
    IPEC 2003: Proceedings of the 6th International Power Engineering Conference, Vols 1 and 2, 2003, : 641 - 644