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Volumn , Issue , 2009, Pages 936-940

Model study of transformer fault diagnosis based on principal component analysis and neural network

Author keywords

RBF neural network fault diagnosis principal component analysis

Indexed keywords

CONVENTIONAL TESTING; MODEL STUDY; ONLINE DATA; PHYSICAL LAWS; PRINCIPAL COMPONENT ANALYSIS METHOD; PRINCIPAL COMPONENTS; RBF NEURAL NETWORK; RBF NEURAL NETWORK FAULT DIAGNOSIS PRINCIPAL COMPONENT ANALYSIS; THREE-LAYER; TRANSFORMER FAULT DIAGNOSIS; TRANSFORMER FAULTS;

EID: 70349291323     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICNSC.2009.4919406     Document Type: Conference Paper
Times cited : (4)

References (25)
  • 1
    • 70349274577 scopus 로고    scopus 로고
    • Mathematical model and multiple regression of transformer fault prediction
    • Zhang fang, "Mathematical Model and Multiple Regression of Transformer Fault Prediction", Transformer, Vol.45 No.5,2008.
    • (2008) Transformer , vol.45 , Issue.5
    • Fang, Z.1
  • 2
    • 0035481368 scopus 로고    scopus 로고
    • A comparative study of neural network efficiency in power transformers diagnosis using dissolved gas analysis
    • Guardado J L, Naredo J L, Moreno P, "A comparative study of neural network efficiency in power transformers diagnosis using dissolved gas analysis", IEEE Trans. on Power Delivery, 2001, 16(4): 643-647.
    • (2001) IEEE Trans. on Power Delivery , vol.16 , Issue.4 , pp. 643-647
    • Guardado, J.L.1    Naredo, J.L.2    Moreno, P.3
  • 3
    • 49549107218 scopus 로고    scopus 로고
    • Study on fault diagnose method of transformer DGA with fuzzy model classification
    • Sun Caixin, Guo Junfeng, Liao Ruijin, "Study on fault diagnose method of transformer DGA with fuzzy model classification", Proceedings of the CSEE,2001,21(2):37-41.
    • (2001) Proceedings of the CSEE , vol.21 , Issue.2 , pp. 37-41
    • Caixin, S.1    Junfeng, G.2    Ruijin, L.3
  • 5
    • 70349291479 scopus 로고    scopus 로고
    • Application study of BP network used in the fault diagnosis of power transformer
    • WANG Xueme, LI Wenshen,YAN Zhang, "Application Study of BP Network Used in the Fault Diagnosis of Power Transformer", High Voltage Engineering,Vol 5, No 7,2007:23-28.
    • (2007) High Voltage Engineering , vol.5 , Issue.7 , pp. 23-28
    • Wang, X.1    Li, W.2    Yan, Z.3
  • 6
    • 70349277724 scopus 로고    scopus 로고
    • Transformer fault diagnosis based on BP networks
    • WANG Xiaoxia, WANG Tao, "Transformer fault diagnosis based on BP networks", East china electric power, Vol.36 No.2,2008:112-116?
    • (2008) East China Electric Power , vol.36 , Issue.2 , pp. 112-116
    • Wang, X.1    Wang, T.2
  • 8
    • 70349300783 scopus 로고    scopus 로고
    • Application of wavelet analysis to fault diagnosis of angular measuring system
    • (New Series)
    • DENG Hui-yu,SU Bao-ku,ZOU Ming-jie, "Application of wavelet analysis to fault diagnosis of angular measuring system", Journal of Harbin Institute of Technology(New Series),Vol. 10,No. 1,2003.
    • (2003) Journal of Harbin Institute of Technology , vol.10 , Issue.1
    • Deng, H.-Y.1    Su, B.-K.2    Zou, M.-J.3
  • 9
    • 41649112816 scopus 로고    scopus 로고
    • Fault diagnosis method of power transformers based on wavelet networks and dissolved gas analysis
    • CHEN Wei-gen, PAN Chong, YUN Yu-xin, WANG You-yuan, SUN Cai-xin, "Fault Diagnosis Method of Power Transformers Based on Wavelet Networks and Dissolved Gas Analysis", Proceedings of the CSEE, Vol.28 No.7,2008:121-126.
    • (2008) Proceedings of the CSEE , vol.28 , Issue.7 , pp. 121-126
    • Chen, W.-G.1    Pan, C.2    Yun, Y.-X.3    Wang, Y.-Y.4    Sun, C.-X.5
  • 10
    • 27244432176 scopus 로고    scopus 로고
    • Application of modified combinatorial radial basis function neural network in fault diagnosis of power transformer
    • LIANG Yongchun1,L I Yanming, "Application of Modified Combinatorial Radial Basis Function Neural Network in Fault Diagnosis of Power Transformer", High Voltage Engineering, Vol.31 No.9,2005:31-33
    • (2005) High Voltage Engineering , vol.31 , Issue.9 , pp. 31-33
    • Liang, Y.1    Yanming, L.I.2
  • 11
    • 84863338175 scopus 로고    scopus 로고
    • Research on typical artificial neural networks in power transformer fault diagnosis
    • HU Han-mei, BAO Liang-liang, ZHAO Hai-jun, "Research on Typical Artificial Neural Networks in Power Transformer Fault Diagnosis", High Voltage Apparatus, Vol.44 No.3,2008:217-220
    • (2008) High Voltage Apparatus , vol.44 , Issue.3 , pp. 217-220
    • Hu, H.-M.1    Bao, L.-l.2    Zhao, H.-J.3
  • 12
    • 0030263661 scopus 로고    scopus 로고
    • An artificial neural network approach to transformer fault diagnosis
    • Zhang Y, Liu Y, "An artificial neural network approach to transformer fault diagnosis", IEEE Trans on Power Delivery, 1996, 11(4): 1836-1844.
    • (1996) IEEE Trans on Power Delivery , vol.11 , Issue.4 , pp. 1836-1844
    • Zhang, Y.1    Liu, Y.2
  • 13
    • 0038155365 scopus 로고    scopus 로고
    • Evolving neural nets for fault diagnosis of power transformers
    • Huang Y C, " Evolving neural nets for fault diagnosis of power transformers," IEEE Transactions on Power Delivery, 2003, 18(3): 843-848.
    • (2003) IEEE Transactions on Power Delivery , vol.18 , Issue.3 , pp. 843-848
    • Huang, Y.C.1
  • 14
    • 0030263661 scopus 로고    scopus 로고
    • An artificial neural network approach to transformer fault diagnosis
    • ZHANG Y, DING X, LIU Y, "An artificial neural network approach to transformer fault diagnosis", IEEE Trans Power Deliv,1997,12(4):1836-1841.
    • (1997) IEEE Trans Power Deliv , vol.12 , Issue.4 , pp. 1836-1841
    • Zhang, Y.1    Ding, X.2    Liu, Y.3
  • 16
    • 0028519640 scopus 로고
    • Effect of detector masses on calibration of coriolis flowmeters
    • 095525986
    • Lange U, Levien A, Pankratz T, et al, "Effect of Detector Masses on Calibration of Coriolis Flowmeters", Flow Measurement and Instrumentation ( 095525986 ), 1994, 5 ( 4 ) : 2552-2622.
    • (1994) Flow Measurement and Instrumentation , vol.5 , Issue.4 , pp. 2552-2622
    • Lange, U.1    Levien, A.2    Pankratz, T.3
  • 19
    • 0027242471 scopus 로고
    • An experts transformer fault diagnosis and maintenance using dissolved gas analysis
    • LIN CE,LING J M,H UANG C L, "An experts transformer fault diagnosis and maintenance using dissolved gas analysis", IEEE Trans Power Deliv,1993,8( 1):23 1-23
    • (1993) IEEE Trans Power Deliv , vol.8-23 , Issue.1 , pp. 1-23
    • Lin, C.E.1    Ling, J.M.H.2    Uang, C.L.3
  • 21
    • 34250635487 scopus 로고    scopus 로고
    • Application of extension method to fault diagnosis of transformer
    • DENGH ang-gui, CAO Jian, LUO An, XIA Xiang-yan, "Application of extension method to fault diagnosis of transformer ", J.Cent.South Univ Technol.2007,14.
    • (2007) J.Cent.South Univ Technol. , vol.14
    • Deng, A.-G.1    Cao, J.2    Luo, A.3    Xia, X.-Y.4
  • 22
    • 70349300782 scopus 로고    scopus 로고
    • Microprocessor based protecting and monitoring system for transformer of electric furnace in nickel smelting process
    • LIA O Li-ging, ZENG Ke,LING Yu-hua, YANG Xinarng, CHENY an-hui, "Microprocessor based protecting and monitoring system for transformer of electric furnace in nickel smelting process",Trans.N onferrousM et.S oc.C hina, Vol.11 No.6,2001
    • (2001) Trans.N OnferrousM et.S oc.C Hina , vol.11 , Issue.6
    • Lio, O.L.-G.1    Zeng, K.2    Ling, Y.-H.3    Yang, X.4    Cheny, A.-H.5
  • 23
    • 67249110600 scopus 로고    scopus 로고
    • Nuclear power plant fault diagnosis based on genetic-RBF neural network
    • SHI Xiao-cheng, XIE Chunling,WANG Yuanhui, "Nuclear power plant fault diagnosis based on genetic-RBF neural network", Journal of Marine Science and Application, 2006,5(3):57-62
    • (2006) Journal of Marine Science and Application , vol.5 , Issue.3 , pp. 57-62
    • Shi, X.-C.1    Xie, C.2    Wang, Y.3
  • 24
    • 34548425643 scopus 로고    scopus 로고
    • Multivariate statistical process monitoring of an industrial polypropylene reactor with component analysis and kernel density estimation
    • XIONG LI, LIANG Lun, QIAN Jixin, "Multivariate Statistical Process Monitoring of an Industrial Polypropylene Reactor with Component Analysis and Kernel Density Estimation", Chin. J. Chem. Eng. 2007,15(4):524-532.
    • (2007) Chin. J. Chem. Eng. , vol.15 , Issue.4 , pp. 524-532
    • Xiong, L.1    Liang, L.2    Qian, J.3
  • 25
    • 0029358284 scopus 로고
    • Principal component filter banks for optimal multivariate analysis
    • TSATSANIS M K,GIANNAKIS G B, "Principal component filter banks for optimal multivariate analysis", IEEE Trans on Signal Processing,1995,43(8): 1766 -1777.
    • (1995) IEEE Trans on Signal Processing , vol.43 , Issue.8 , pp. 1766-1777
    • Tsatsanis, M.K.1    Giannakis, G.B.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.