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.
机构:
Gyeongsang Natl Univ, Dept Civil Engn, Jinju 52828, South Korea
Gyeongsang Natl Univ, Engn Res Inst, Jinju 52828, South KoreaGyeongsang Natl Univ, Dept Civil Engn, Jinju 52828, South Korea
Yoon, Sukmin
Park, No-Suk
论文数: 0引用数: 0
h-index: 0
机构:
Gyeongsang Natl Univ, Dept Civil Engn, Jinju 52828, South Korea
Gyeongsang Natl Univ, Engn Res Inst, Jinju 52828, South KoreaGyeongsang Natl Univ, Dept Civil Engn, Jinju 52828, South Korea
Park, No-Suk
Lee, Young Joo
论文数: 0引用数: 0
h-index: 0
机构:
Korea Water Resources Corp, K Water Inst, Daejeon 34045, South KoreaGyeongsang Natl Univ, Dept Civil Engn, Jinju 52828, South Korea
Lee, Young Joo
Choi, Doo Yong
论文数: 0引用数: 0
h-index: 0
机构:
Korea Water Resources Corp, K Water Inst, Daejeon 34045, South KoreaGyeongsang Natl Univ, Dept Civil Engn, Jinju 52828, South Korea
机构:
Chongqing Univ, Sch Elect Engn, State Key Lab Power Transmiss Equipment & Syst Se, Chongqing 400044, Peoples R ChinaChongqing Univ, Sch Elect Engn, State Key Lab Power Transmiss Equipment & Syst Se, Chongqing 400044, Peoples R China
Zhao, Xiaozhen
Yao, Chenguo
论文数: 0引用数: 0
h-index: 0
机构:
Chongqing Univ, Sch Elect Engn, State Key Lab Power Transmiss Equipment & Syst Se, Chongqing 400044, Peoples R ChinaChongqing Univ, Sch Elect Engn, State Key Lab Power Transmiss Equipment & Syst Se, Chongqing 400044, Peoples R China
Yao, Chenguo
Zhao, Zhongyong
论文数: 0引用数: 0
h-index: 0
机构:
Chongqing Univ, Sch Elect Engn, State Key Lab Power Transmiss Equipment & Syst Se, Chongqing 400044, Peoples R ChinaChongqing Univ, Sch Elect Engn, State Key Lab Power Transmiss Equipment & Syst Se, Chongqing 400044, Peoples R China
Zhao, Zhongyong
Abu-Siada, A.
论文数: 0引用数: 0
h-index: 0
机构:
Curtin Univ, Dept Elect & Comp Engn, Perth, WA, AustraliaChongqing Univ, Sch Elect Engn, State Key Lab Power Transmiss Equipment & Syst Se, Chongqing 400044, Peoples R China
机构:
Department of Electrical and Computer Engineering, Curtin University, Perth, WADepartment of Electrical and Computer Engineering, Curtin University, Perth, WA
Masoum, A.S.
Hashemnia, N.
论文数: 0引用数: 0
h-index: 0
机构:
Department of Electrical and Computer Engineering, Curtin University, Perth, WADepartment of Electrical and Computer Engineering, Curtin University, Perth, WA
Hashemnia, N.
论文数: 引用数:
h-index:
机构:
Abu-Siada, A.
Masoum, M.A.S.
论文数: 0引用数: 0
h-index: 0
机构:
Department of Electrical and Computer Engineering, Curtin University, Perth, WADepartment of Electrical and Computer Engineering, Curtin University, Perth, WA
Masoum, M.A.S.
Islam, S.M.
论文数: 0引用数: 0
h-index: 0
机构:
Department of Electrical and Computer Engineering, Curtin University, Perth, WADepartment of Electrical and Computer Engineering, Curtin University, Perth, WA
机构:
Univ Fed Santa Maria, Smart Grids Inst, BR-97105900 Santa Maria, RS, BrazilUniv Fed Santa Maria, Smart Grids Inst, BR-97105900 Santa Maria, RS, Brazil
Rodrigues, Tales F.
Medeiros, Leonardo H.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Fed Santa Maria, Smart Grids Inst, BR-97105900 Santa Maria, RS, BrazilUniv Fed Santa Maria, Smart Grids Inst, BR-97105900 Santa Maria, RS, Brazil
Medeiros, Leonardo H.
Oliveira, Micael M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Fed Santa Maria, Smart Grids Inst, BR-97105900 Santa Maria, RS, BrazilUniv Fed Santa Maria, Smart Grids Inst, BR-97105900 Santa Maria, RS, Brazil
Oliveira, Micael M.
Nogueira, Gabriel C.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Fed Santa Maria, Smart Grids Inst, BR-97105900 Santa Maria, RS, BrazilUniv Fed Santa Maria, Smart Grids Inst, BR-97105900 Santa Maria, RS, Brazil
Nogueira, Gabriel C.
Bender, Vitor C.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Fed Santa Maria, Smart Grids Inst, BR-97105900 Santa Maria, RS, BrazilUniv Fed Santa Maria, Smart Grids Inst, BR-97105900 Santa Maria, RS, Brazil
Bender, Vitor C.
Marchesan, Tiago Bandeira
论文数: 0引用数: 0
h-index: 0
机构:
Univ Fed Santa Maria, Smart Grids Inst, BR-97105900 Santa Maria, RS, BrazilUniv Fed Santa Maria, Smart Grids Inst, BR-97105900 Santa Maria, RS, Brazil
Marchesan, Tiago Bandeira
Falcao, Carlos Eduardo Guex
论文数: 0引用数: 0
h-index: 0
机构:
Univ Fed Santa Maria, Smart Grids Inst, BR-97105900 Santa Maria, RS, BrazilUniv Fed Santa Maria, Smart Grids Inst, BR-97105900 Santa Maria, RS, Brazil
Falcao, Carlos Eduardo Guex
Marin, Marco Antonio
论文数: 0引用数: 0
h-index: 0
机构:
Companhia Paranaense Energia, BR-81200240 Curitiba, Parana, BrazilUniv Fed Santa Maria, Smart Grids Inst, BR-97105900 Santa Maria, RS, Brazil
机构:
Gyeongsang Natl Univ, Dept Civil Engn, Jinju 52828, South Korea
Gyeongsang Natl Univ, Engn Res Inst, Jinju 52828, South KoreaGyeongsang Natl Univ, Dept Civil Engn, Jinju 52828, South Korea
Yoon, Sukmin
Park, No-Suk
论文数: 0引用数: 0
h-index: 0
机构:
Gyeongsang Natl Univ, Dept Civil Engn, Jinju 52828, South Korea
Gyeongsang Natl Univ, Engn Res Inst, Jinju 52828, South KoreaGyeongsang Natl Univ, Dept Civil Engn, Jinju 52828, South Korea
Park, No-Suk
Lee, Young Joo
论文数: 0引用数: 0
h-index: 0
机构:
Korea Water Resources Corp, K Water Inst, Daejeon 34045, South KoreaGyeongsang Natl Univ, Dept Civil Engn, Jinju 52828, South Korea
Lee, Young Joo
Choi, Doo Yong
论文数: 0引用数: 0
h-index: 0
机构:
Korea Water Resources Corp, K Water Inst, Daejeon 34045, South KoreaGyeongsang Natl Univ, Dept Civil Engn, Jinju 52828, South Korea
机构:
Chongqing Univ, Sch Elect Engn, State Key Lab Power Transmiss Equipment & Syst Se, Chongqing 400044, Peoples R ChinaChongqing Univ, Sch Elect Engn, State Key Lab Power Transmiss Equipment & Syst Se, Chongqing 400044, Peoples R China
Zhao, Xiaozhen
Yao, Chenguo
论文数: 0引用数: 0
h-index: 0
机构:
Chongqing Univ, Sch Elect Engn, State Key Lab Power Transmiss Equipment & Syst Se, Chongqing 400044, Peoples R ChinaChongqing Univ, Sch Elect Engn, State Key Lab Power Transmiss Equipment & Syst Se, Chongqing 400044, Peoples R China
Yao, Chenguo
Zhao, Zhongyong
论文数: 0引用数: 0
h-index: 0
机构:
Chongqing Univ, Sch Elect Engn, State Key Lab Power Transmiss Equipment & Syst Se, Chongqing 400044, Peoples R ChinaChongqing Univ, Sch Elect Engn, State Key Lab Power Transmiss Equipment & Syst Se, Chongqing 400044, Peoples R China
Zhao, Zhongyong
Abu-Siada, A.
论文数: 0引用数: 0
h-index: 0
机构:
Curtin Univ, Dept Elect & Comp Engn, Perth, WA, AustraliaChongqing Univ, Sch Elect Engn, State Key Lab Power Transmiss Equipment & Syst Se, Chongqing 400044, Peoples R China
机构:
Department of Electrical and Computer Engineering, Curtin University, Perth, WADepartment of Electrical and Computer Engineering, Curtin University, Perth, WA
Masoum, A.S.
Hashemnia, N.
论文数: 0引用数: 0
h-index: 0
机构:
Department of Electrical and Computer Engineering, Curtin University, Perth, WADepartment of Electrical and Computer Engineering, Curtin University, Perth, WA
Hashemnia, N.
论文数: 引用数:
h-index:
机构:
Abu-Siada, A.
Masoum, M.A.S.
论文数: 0引用数: 0
h-index: 0
机构:
Department of Electrical and Computer Engineering, Curtin University, Perth, WADepartment of Electrical and Computer Engineering, Curtin University, Perth, WA
Masoum, M.A.S.
Islam, S.M.
论文数: 0引用数: 0
h-index: 0
机构:
Department of Electrical and Computer Engineering, Curtin University, Perth, WADepartment of Electrical and Computer Engineering, Curtin University, Perth, WA
机构:
Univ Fed Santa Maria, Smart Grids Inst, BR-97105900 Santa Maria, RS, BrazilUniv Fed Santa Maria, Smart Grids Inst, BR-97105900 Santa Maria, RS, Brazil
Rodrigues, Tales F.
Medeiros, Leonardo H.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Fed Santa Maria, Smart Grids Inst, BR-97105900 Santa Maria, RS, BrazilUniv Fed Santa Maria, Smart Grids Inst, BR-97105900 Santa Maria, RS, Brazil
Medeiros, Leonardo H.
Oliveira, Micael M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Fed Santa Maria, Smart Grids Inst, BR-97105900 Santa Maria, RS, BrazilUniv Fed Santa Maria, Smart Grids Inst, BR-97105900 Santa Maria, RS, Brazil
Oliveira, Micael M.
Nogueira, Gabriel C.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Fed Santa Maria, Smart Grids Inst, BR-97105900 Santa Maria, RS, BrazilUniv Fed Santa Maria, Smart Grids Inst, BR-97105900 Santa Maria, RS, Brazil
Nogueira, Gabriel C.
Bender, Vitor C.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Fed Santa Maria, Smart Grids Inst, BR-97105900 Santa Maria, RS, BrazilUniv Fed Santa Maria, Smart Grids Inst, BR-97105900 Santa Maria, RS, Brazil
Bender, Vitor C.
Marchesan, Tiago Bandeira
论文数: 0引用数: 0
h-index: 0
机构:
Univ Fed Santa Maria, Smart Grids Inst, BR-97105900 Santa Maria, RS, BrazilUniv Fed Santa Maria, Smart Grids Inst, BR-97105900 Santa Maria, RS, Brazil
Marchesan, Tiago Bandeira
Falcao, Carlos Eduardo Guex
论文数: 0引用数: 0
h-index: 0
机构:
Univ Fed Santa Maria, Smart Grids Inst, BR-97105900 Santa Maria, RS, BrazilUniv Fed Santa Maria, Smart Grids Inst, BR-97105900 Santa Maria, RS, Brazil
Falcao, Carlos Eduardo Guex
Marin, Marco Antonio
论文数: 0引用数: 0
h-index: 0
机构:
Companhia Paranaense Energia, BR-81200240 Curitiba, Parana, BrazilUniv Fed Santa Maria, Smart Grids Inst, BR-97105900 Santa Maria, RS, Brazil