Influence of charging voltage magnitude on time domain dielectric response of oil-paper insulation

被引:6
|
作者
Banerjee, Chandra Madhab [1 ]
Dutta, Saurabh [1 ]
Beret, Arijit [1 ]
Chakravorti, Sivaji [2 ]
机构
[1] Indian Sch Mines, Indian Inst Technol, Dept Elect Engn, Dhanbad 826004, Jharkhand, India
[2] Jadavpur Univ, Dept Elect Engn, Kolkata, W Bengal, India
关键词
neural nets; power transformer insulation; paper; transformer oil; polarisation; space charge; performance parameter calculation; trained artificial neural network; charging voltage; insulation response; nonlinearity; method performance parameters; polarisation current profile; voltage magnitude; time domain dielectric response; oil-paper insulation; polarisation-depolarisation current; specialised equipment; insulation conductivity; different charging voltages; FREQUENCY-DOMAIN; TRANSFORMER; SPECTROSCOPY; DIAGNOSIS; MOISTURE; PART;
D O I
10.1049/iet-smt.2018.5276
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
Polarisation current profile varies non-linearly with a magnitude of charging voltage. This implies performance parameters obtained from polarisation-depolarisation current and those measured using specialised equipment cannot always be compared. Results reported in this study suggested that the non-linearity in insulation response can be explained in terms of the interaction between space charge and insulation conductivity. The influence of using different charging voltages and its effect on performance parameter calculation is investigated in this study with the help of laboratory samples. It is shown in this study that with the help of a trained artificial neural network, it is possible to identify the charging voltage at which insulation response exhibits minimum non-linearity. To test the accuracy of the proposed method performance parameters measured using commercial equipment are compared with those calculated from the polarisation current profile.
引用
收藏
页码:874 / 882
页数:9
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