Performance Evaluation of Laboratory and Industrial Equipment in FRA Measurement

被引:2
|
作者
Reddy, Rajesh [1 ]
Shah, Krupa [1 ]
Kallamadi, Manjunath [1 ]
机构
[1] Inst Infrastructure Technol Res & Management, Elect & Comp Sci Engn, Near Khokhra Circle, Ahmadabad 380026, Gujarat, India
关键词
Frequency response analysis; Mann-Whitney U-test; Power transformer; Quantile-quantile plot; Test instruments; STATISTICAL APPROACH; TERMINAL CONNECTION; SYSTEM FUNCTION; SFRA;
D O I
10.1007/s40998-023-00650-5
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
Frequency response analysis (FRA) is the widely used condition monitoring technique for the power transformer. Test instruments performing FRA test can broadly be categorised as high-end equipment (HE) and laboratory equipment (LE), respectively. The accuracy of the generated data depends on the HE and LE to a greater extent. The proposed work includes absolute study of such test instrument in order to understand repeatability in FRA measurements. Moreover, natural frequencies and amplitudes are identified from the FRA plots in order to perform sensitivity analysis. This paper proposes, two non-parametric, statistical methods, namely the Mann-Whitney U-test and quantile-quantile plot for the comparison of the amplitude data. To validate the findings, experiments are performed on the model coil, the disc winding and the three-phase transformer.
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页码:187 / 199
页数:13
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