메뉴 건너뛰기




Volumn 12, Issue 2, 2018, Pages 169-175

Time-frequency analysis of PD-induced UHF signal in GIS and feature extraction using invariant moments

Author keywords

[No Author keywords available]

Indexed keywords

ELECTRIC SWITCHGEAR; EXTRACTION; PARTIAL DISCHARGES; SUPPORT VECTOR MACHINES;

EID: 85044076232     PISSN: 17518822     EISSN: None     Source Type: Journal    
DOI: 10.1049/iet-smt.2017.0287     Document Type: Article
Times cited : (31)

References (43)
  • 1
    • 34848916664 scopus 로고    scopus 로고
    • 'Recent trend of the partial discharge measurement technique using the UHF electromagnetic wave detection method'
    • Hikita, M., Ohtsuka, S., Matsumoto, S.,: 'Recent trend of the partial discharge measurement technique using the UHF electromagnetic wave detection method', IEEJ Trans. Electr. Electron. Eng., 2007, 2, (5), pp. 504-509
    • (2007) IEEJ Trans. Electr. Electron. Eng , vol.2 , Issue.5 , pp. 504-509
    • Hikita, M.1    Ohtsuka, S.2    Matsumoto, S.3
  • 2
    • 0030127101 scopus 로고    scopus 로고
    • 'The excitation of UHF signals by partial discharges in GIS'
    • Judd, M.D., Farish, O., Hampton, B.F.,: 'The excitation of UHF signals by partial discharges in GIS', IEEE Trans. Dielectr. Electr. Insul., 1996, 3, (2), pp. 213-228
    • (1996) IEEE Trans. Dielectr. Electr. Insul , vol.3 , Issue.2 , pp. 213-228
    • Judd, M.D.1    Farish, O.2    Hampton, B.F.3
  • 3
    • 84862266653 scopus 로고    scopus 로고
    • 'A transformer partial discharge measurement system based on fluorescent fiber'
    • Tang, J., Zhou, J., Zhang, X., et al.: 'A transformer partial discharge measurement system based on fluorescent fiber', Energies, 2012, 5, (12), pp. 1490-1502
    • (2012) Energies , vol.5 , Issue.12 , pp. 1490-1502
    • Tang, J.1    Zhou, J.2    Zhang, X.3
  • 4
    • 84989323173 scopus 로고    scopus 로고
    • 'Propogation characteristics of PD-induced UHF signal in 126 kV GIS with three-phase construction based on time-frequency analysis'
    • Li, X., Wang, X., Yang, A., et al.: 'Propogation characteristics of PD-induced UHF signal in 126 kV GIS with three-phase construction based on time-frequency analysis', IET Sci. Meas. Technol., 2016, 10, (7), pp. 805-812
    • (2016) IET Sci. Meas. Technol , vol.10 , Issue.7 , pp. 805-812
    • Li, X.1    Wang, X.2    Yang, A.3
  • 5
    • 79955881274 scopus 로고    scopus 로고
    • 'Identification of insulation defects in gas-insulated switchgear by chaotic analysis of partial discharge'
    • Koo, J.Y., Jung, S.Y., Ryu, C.H., et al.: 'Identification of insulation defects in gas-insulated switchgear by chaotic analysis of partial discharge', IET Sci. Meas. Technol., 2010, 4, (3), pp. 115-124
    • (2010) IET Sci. Meas. Technol , vol.4 , Issue.3 , pp. 115-124
    • Koo, J.Y.1    Jung, S.Y.2    Ryu, C.H.3
  • 7
    • 80054078880 scopus 로고    scopus 로고
    • 'Discrimination of multiple PD sources using wavelet decomposition and principal component analysis'
    • Hao, L., Lewin, P.L., Hunter, J.A., et al.: 'Discrimination of multiple PD sources using wavelet decomposition and principal component analysis', IEEE Trans. Dielectr. Electr. Insul., 2011, 18, (5), pp. 1702-1711
    • (2011) IEEE Trans. Dielectr. Electr. Insul , vol.18 , Issue.5 , pp. 1702-1711
    • Hao, L.1    Lewin, P.L.2    Hunter, J.A.3
  • 8
    • 77249159419 scopus 로고    scopus 로고
    • 'A generic knowledge-based approach to the analysis of partial discharge data'
    • Rudd, S., Mcarthur, S.D.J., Judd, M.D.,: 'A generic knowledge-based approach to the analysis of partial discharge data', IEEE Trans. Dielectr. Electr. Insul., 2010, 17, (1), pp. 149-156
    • (2010) IEEE Trans. Dielectr. Electr. Insul , vol.17 , Issue.1 , pp. 149-156
    • Rudd, S.1    Mcarthur, S.D.J.2    Judd, M.D.3
  • 9
    • 20744460067 scopus 로고    scopus 로고
    • 'Source classification of partial discharge for gas insulated substation using waveshape pattern recognition'
    • Chang, C., Chang, C.S., Jin, J., et al.: 'Source classification of partial discharge for gas insulated substation using waveshape pattern recognition', IEEE Trans. Dielectr. Electr. Insul., 2005, 12, (2), pp. 374-386
    • (2005) IEEE Trans. Dielectr. Electr. Insul , vol.12 , Issue.2 , pp. 374-386
    • Chang, C.1    Chang, C.S.2    Jin, J.3
  • 10
    • 77954194638 scopus 로고    scopus 로고
    • 'Application of data mining on partial discharge part I: predictive modelling classification'
    • Lai, K.X., Phung, B.T., Blackburn, T.R.,: 'Application of data mining on partial discharge part I: predictive modelling classification', IEEE Trans. Dielectr. Electr. Insul., 2010, 17, (3), pp. 846-854
    • (2010) IEEE Trans. Dielectr. Electr. Insul , vol.17 , Issue.3 , pp. 846-854
    • Lai, K.X.1    Phung, B.T.2    Blackburn, T.R.3
  • 11
    • 84949186702 scopus 로고    scopus 로고
    • 'Feature extraction and severity assessment of partial discharge under protrusion defect based on fuzzy comprehensive evaluation'
    • Zeng, F.P., Dong, Y.L., Tang, J.,: 'Feature extraction and severity assessment of partial discharge under protrusion defect based on fuzzy comprehensive evaluation', IET Gener. Transm. Distrib., 2015, 9, (16), pp. 2493-2500
    • (2015) IET Gener. Transm. Distrib , vol.9 , Issue.16 , pp. 2493-2500
    • Zeng, F.P.1    Dong, Y.L.2    Tang, J.3
  • 12
    • 77950574017 scopus 로고    scopus 로고
    • 'Phase-resolved rise-time-based discrimination of partial discharges'
    • Florkowski, M., Florkowska, B.,: 'Phase-resolved rise-time-based discrimination of partial discharges', IET Gener. Transm. Distrib., 2009, 3, (1), pp. 115-124
    • (2009) IET Gener. Transm. Distrib , vol.3 , Issue.1 , pp. 115-124
    • Florkowski, M.1    Florkowska, B.2
  • 13
    • 84903191103 scopus 로고    scopus 로고
    • 'Investigation on the placement effect of UHF sensor and propagation characteristics of PD-induced electromagnetic wave in GIS based on FDTD method'
    • Li, T., Wang, X., Zheng, C., et al.: 'Investigation on the placement effect of UHF sensor and propagation characteristics of PD-induced electromagnetic wave in GIS based on FDTD method', IEEE Trans. Dielectr. Electr. Insul., 2014, 21, (3), pp. 1015-1025
    • (2014) IEEE Trans. Dielectr. Electr. Insul , vol.21 , Issue.3 , pp. 1015-1025
    • Li, T.1    Wang, X.2    Zheng, C.3
  • 14
    • 84857337472 scopus 로고    scopus 로고
    • 'Study of partial discharge radiated electromagnetic wave propagation characteristics in an actual 154 kV model GIS'
    • Hikita, M., Ohtsuka, S., Wada, J., et al.: 'Study of partial discharge radiated electromagnetic wave propagation characteristics in an actual 154 kV model GIS', IEEE Trans. Dielectr. Electr. Insul., 2012, 19, (1), pp. 8-17
    • (2012) IEEE Trans. Dielectr. Electr. Insul , vol.19 , Issue.1 , pp. 8-17
    • Hikita, M.1    Ohtsuka, S.2    Wada, J.3
  • 15
    • 0036506017 scopus 로고    scopus 로고
    • 'Determination of neural-network topology for partial discharge pulse pattern recognition'
    • Salama, M.M.A., Bartnikas, R.,: 'Determination of neural-network topology for partial discharge pulse pattern recognition', IEEE Trans. Neural Netw., 2002, 13, (2), pp. 446-456
    • (2002) IEEE Trans. Neural Netw , vol.13 , Issue.2 , pp. 446-456
    • Salama, M.M.A.1    Bartnikas, R.2
  • 16
    • 84878475598 scopus 로고    scopus 로고
    • 'Analysis of the intrinsic characteristics of the partial discharge induced by typical defects in GIS'
    • Gao, W., Ding, D., Liu, W., et al.: 'Analysis of the intrinsic characteristics of the partial discharge induced by typical defects in GIS', IEEE Trans. Dielectr. Electr. Insul., 2013, 20, (3), pp. 782-790
    • (2013) IEEE Trans. Dielectr. Electr. Insul , vol.20 , Issue.3 , pp. 782-790
    • Gao, W.1    Ding, D.2    Liu, W.3
  • 17
    • 84990983932 scopus 로고    scopus 로고
    • 'Comparison of different time-frequency analysis methods for sparse representation of PD-induced UHF signal'
    • 10-13 August
    • Li, X., Wang, X., Rong, M., et al.: 'Comparison of different time-frequency analysis methods for sparse representation of PD-induced UHF signal'. 2016 China Int. Conf. Electricity Distribution (CICED), 10-13 August 2016, pp. 1-5
    • (2016) 2016 China Int. Conf. Electricity Distribution (CICED) , pp. 1-5
    • Li, X.1    Wang, X.2    Rong, M.3
  • 18
    • 85007174648 scopus 로고    scopus 로고
    • 'Relationship between time-frequency representation of PD-induced UHF signal and PD current pulse'
    • 25-28 September
    • Li, X., Wang, X., Rong, M., et al.: 'Relationship between time-frequency representation of PD-induced UHF signal and PD current pulse'. 2016 Int. Conf. Condition Monitoring and Diagnosis (CMD), 25-28 September 2016, pp. 234-237
    • (2016) 2016 Int. Conf. Condition Monitoring and Diagnosis (CMD) , pp. 234-237
    • Li, X.1    Wang, X.2    Rong, M.3
  • 19
    • 80054081620 scopus 로고    scopus 로고
    • 'Research on the typical partial discharge using the UHF detection method for GIS'
    • Gao, W., Ding, D., Liu, W.,: 'Research on the typical partial discharge using the UHF detection method for GIS', IEEE Trans. Power Deliv., 2011, 26, (4), pp. 2621-2629
    • (2011) IEEE Trans. Power Deliv , vol.26 , Issue.4 , pp. 2621-2629
    • Gao, W.1    Ding, D.2    Liu, W.3
  • 20
    • 34250206661 scopus 로고    scopus 로고
    • 'SVM classification of contaminating particles in liquid dielectrics using higher order statistics of electrical and acoustic PD measurements'
    • Sharkawy, R.M., Mangoubi, R.S., Abdel-Galil, T.K., et al.: 'SVM classification of contaminating particles in liquid dielectrics using higher order statistics of electrical and acoustic PD measurements', IEEE Trans. Dielectr. Electr. Insul., 2007, 14, (3), pp. 669-678
    • (2007) IEEE Trans. Dielectr. Electr. Insul , vol.14 , Issue.3 , pp. 669-678
    • Sharkawy, R.M.1    Mangoubi, R.S.2    Abdel-Galil, T.K.3
  • 21
    • 42149181803 scopus 로고    scopus 로고
    • 'Partial discharge image recognition influenced by fractal image compression'
    • Li, J., Sun, C., Grzybowski, S.,: 'Partial discharge image recognition influenced by fractal image compression', IEEE Trans. Dielectr. Electr. Insul., 2008, 15, (2), pp. 496-504
    • (2008) IEEE Trans. Dielectr. Electr. Insul , vol.15 , Issue.2 , pp. 496-504
    • Li, J.1    Sun, C.2    Grzybowski, S.3
  • 22
    • 33845647997 scopus 로고    scopus 로고
    • 'Partial discharge image recognition using a new group of features'
    • Li, J., Sun, C., Grzybowski, S., et al.: 'Partial discharge image recognition using a new group of features', IEEE Trans. Dielectr. Electr. Insul., 2006, 13, (6), pp. 1245-1253
    • (2006) IEEE Trans. Dielectr. Electr. Insul , vol.13 , Issue.6 , pp. 1245-1253
    • Li, J.1    Sun, C.2    Grzybowski, S.3
  • 23
    • 84875603428 scopus 로고    scopus 로고
    • 'Partial discharge pattern recognition based on time-frequency analysis and 2DNMF'
    • Liao, R., Duan, L., Wang, K., et al.: 'Partial discharge pattern recognition based on time-frequency analysis and 2DNMF', Electr. Power Autom. Equip., 2013, 33, (03), pp. 20-25
    • (2013) Electr. Power Autom. Equip , vol.33 , Issue.3 , pp. 20-25
    • Liao, R.1    Duan, L.2    Wang, K.3
  • 24
    • 84923495985 scopus 로고    scopus 로고
    • 'Time-frequency features extraction and clustering analysis of partial discharge UHF pulses'
    • Wang, K., Liao, R., Wang, J., et al.: 'Time-frequency features extraction and clustering analysis of partial discharge UHF pulses', Trans. China Electrotech. Soc., 2015, 30, (02), pp. 211-219
    • (2015) Trans. China Electrotech. Soc , vol.30 , Issue.2 , pp. 211-219
    • Wang, K.1    Liao, R.2    Wang, J.3
  • 25
    • 34147206403 scopus 로고    scopus 로고
    • 'Wavelet-based partial discharge image denoising'
    • Florkowski, M., Florkowska, B.,: 'Wavelet-based partial discharge image denoising', IET. Gener. Transm. Distrib., 2007, 1, (2), pp. 340-347
    • (2007) IET. Gener. Transm. Distrib , vol.1 , Issue.2 , pp. 340-347
    • Florkowski, M.1    Florkowska, B.2
  • 26
    • 78651500131 scopus 로고    scopus 로고
    • 'Feature extraction of partial discharge signals using the wavelet packet transform and classification with a probabilistic neural network'
    • Evagorou, D., Kyprianou, A., Lewin, P.L., et al.: 'Feature extraction of partial discharge signals using the wavelet packet transform and classification with a probabilistic neural network', IET Sci. Meas. Technol., 2010, 4, (3), pp. 177-192
    • (2010) IET Sci. Meas. Technol , vol.4 , Issue.3 , pp. 177-192
    • Evagorou, D.1    Kyprianou, A.2    Lewin, P.L.3
  • 27
    • 84860136800 scopus 로고    scopus 로고
    • 'Wavelet de-noising of partial discharge signals based on genetic adaptive threshold estimation'
    • Li, J., Cheng, C., Jiang, T., et al.: 'Wavelet de-noising of partial discharge signals based on genetic adaptive threshold estimation', IEEE Trans. Dielectr. Electr. Insul., 2012, 19, (2), pp. 543-549
    • (2012) IEEE Trans. Dielectr. Electr. Insul , vol.19 , Issue.2 , pp. 543-549
    • Li, J.1    Cheng, C.2    Jiang, T.3
  • 29
    • 61349140731 scopus 로고    scopus 로고
    • 'Propagation characteristics of electromagnetic waves in three-phase-type tank from viewpoint of partial discharge diagnosis on gas insulated switchgear'
    • Okabe, S., Kaneko, S., Yoshimura, M., et al.: 'Propagation characteristics of electromagnetic waves in three-phase-type tank from viewpoint of partial discharge diagnosis on gas insulated switchgear', IEEE Trans. Dielectr. Electr. Insul., 2009, 16, (1), pp. 199-205
    • (2009) IEEE Trans. Dielectr. Electr. Insul , vol.16 , Issue.1 , pp. 199-205
    • Okabe, S.1    Kaneko, S.2    Yoshimura, M.3
  • 30
    • 84894295722 scopus 로고    scopus 로고
    • 'Experimental research on partial discharge radiated UHF signal attenuation characteristics in GIS'
    • Li, T., Rong, M., Liu, D., et al.: 'Experimental research on partial discharge radiated UHF signal attenuation characteristics in GIS'. Tencon IEEE Region 10 Conf., 2013, pp. 1-4
    • (2013) Tencon IEEE Region 10 Conf , pp. 1-4
    • Li, T.1    Rong, M.2    Liu, D.3
  • 31
    • 84864947648 scopus 로고    scopus 로고
    • 'Development simulation and experiment study on UHF partial discharge sensor in GIS'
    • Li, T., Rong, M., Zheng, C., et al.: 'Development simulation and experiment study on UHF partial discharge sensor in GIS', IEEE Trans. Dielectr. Electr. Insul., 2012, 19, (4), pp. 1421-1430
    • (2012) IEEE Trans. Dielectr. Electr. Insul , vol.19 , Issue.4 , pp. 1421-1430
    • Li, T.1    Rong, M.2    Zheng, C.3
  • 32
    • 34250198310 scopus 로고    scopus 로고
    • 'Partial discharge diagnosis method using electromagnetic wave mode transformation in gas insulated switchgear'
    • Okabe, S., Kaneko, S., Yoshimura, M., et al.: 'Partial discharge diagnosis method using electromagnetic wave mode transformation in gas insulated switchgear', IEEE Trans. Dielectr. Electr. Insul., 2007, 14, (3), pp. 702-709
    • (2007) IEEE Trans. Dielectr. Electr. Insul , vol.14 , Issue.3 , pp. 702-709
    • Okabe, S.1    Kaneko, S.2    Yoshimura, M.3
  • 35
    • 56749180547 scopus 로고    scopus 로고
    • 'Time-frequency feature representation using energy concentration: an overview of recent advances'
    • Sejdic, E., Djurovic, I., Jiang, J.,: 'Time-frequency feature representation using energy concentration: an overview of recent advances', Digit. Signal Process., 2009, 19, (1), pp. 153-183
    • (2009) Digit. Signal Process , vol.19 , Issue.1 , pp. 153-183
    • Sejdic, E.1    Djurovic, I.2    Jiang, J.3
  • 36
    • 84937655864 scopus 로고
    • 'Visual pattern recognition by moment invariants'
    • Hu, M.,: 'Visual pattern recognition by moment invariants', IEE Trans. Inf. Theory, 1962, 8, (2), pp. 179-187
    • (1962) IEE Trans. Inf. Theory , vol.8 , Issue.2 , pp. 179-187
    • Hu, M.1
  • 38
    • 84866760648 scopus 로고    scopus 로고
    • 'Tooth recognition in dental radiographs via Hu's moment invariants'
    • Computer, Telecommunications and Information Technology
    • Pattanachai, N., Covavisaruch, N., Sinthanayothin, C.,: 'Tooth recognition in dental radiographs via Hu's moment invariants'. Int. Conf. Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology, 2012, pp. 1-4
    • (2012) Int. Conf. Electrical Engineering/Electronics , pp. 1-4
    • Pattanachai, N.1    Covavisaruch, N.2    Sinthanayothin, C.3
  • 39
    • 50949134394 scopus 로고    scopus 로고
    • 'SHREC'08 entry: 3D face recognition using moment invariants'
    • Xu, D., Hu, P., Cao, W., et al.: 'SHREC'08 entry: 3D face recognition using moment invariants'. Int. Conf. Shape Modeling and Applications, 2008, pp. 261-262
    • (2008) Int. Conf. Shape Modeling and Applications , pp. 261-262
    • Xu, D.1    Hu, P.2    Cao, W.3
  • 40
    • 79955702502 scopus 로고    scopus 로고
    • 'LIBSVM: a library for support vector machines'
    • Chang, C.-C., Lin, C.-J.,: 'LIBSVM: a library for support vector machines', ACM Trans. Intell. Syst. Technol., 2011, 2, (3), pp. 1-27
    • (2011) ACM Trans. Intell. Syst. Technol , vol.2 , Issue.3 , pp. 1-27
    • Chang, C.-C.1    Lin, C.-J.2
  • 41
    • 85044094203 scopus 로고    scopus 로고
    • 'Mechanical life prognosis of high voltage circuit breakers based on support vector machine'
    • Zhang, X., Huang, R., Yao, S., et al.: 'Mechanical life prognosis of high voltage circuit breakers based on support vector machine'. Int. Conf. Natural Computation, 2015
    • (2015) Int. Conf. Natural Computation
    • Zhang, X.1    Huang, R.2    Yao, S.3
  • 42
    • 77249107870 scopus 로고    scopus 로고
    • 'Partial discharge source discrimination using a support vector machine'
    • Hao, L., Lewin, P.L.,: 'Partial discharge source discrimination using a support vector machine', IEEE Trans. Dielectr. Electr. Insul., 2010, 17, (1), pp. 189-197
    • (2010) IEEE Trans. Dielectr. Electr. Insul , vol.17 , Issue.1 , pp. 189-197
    • Hao, L.1    Lewin, P.L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.