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Volumn 38, Issue 17, 2010, Pages

Parameter optimization of least squares support vector machine based on improved particle swarm optimization in fault diagnosis of transformer

Author keywords

BP neural network; Fault diagnosis; Improved particle swarm optimization; Least squares support vector machine; Transformer

Indexed keywords

BP NEURAL NETWORKS; FAULT DIAGNOSIS; IMPROVED PARTICLE SWARM OPTIMIZATION; LEAST SQUARES SUPPORT VECTOR MACHINES; TRANSFORMER;

EID: 77957809195     PISSN: 16743415     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (14)

References (8)
  • 2
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    • Application of vibration method on monitoring the winding and core condition of transformer
    • CHENG Jin, LI Yan-mu, JI Sheng-chang, et al. Application of vibration method on monitoring the winding and core condition of transformer[J]. High Voltage Engineering, 2005, 31(4): 43-45.
    • (2005) High Voltage Engineering , vol.31 , Issue.4 , pp. 43-45
    • Cheng, J.1    Li, Y.-M.2    Ji, S.-C.3
  • 3
    • 33947513233 scopus 로고    scopus 로고
    • Features of vibration signal of power transformer using the wavelet theory
    • YAN Qiu-rong, LIU Xin, YIN Jian-guo. Features of vibration signal of power transformer using the wavelet theory[J]. High Voltage Engineering, 2007, 33(1): 561-861.
    • (2007) High Voltage Engineering , vol.33 , Issue.1 , pp. 561-861
    • Yan, Q.-R.1    Liu, X.2    Yin, J.-G.3
  • 4
    • 0035725093 scopus 로고    scopus 로고
    • The application of the wavelet packet to the monitoring of the core and winding condition of transformer
    • JI Sheng-chang, LIU Wei-guo, SHAN Ping, et al. The application of the wavelet packet to the monitoring of the core and winding condition of transformer[J]. Proceedings of the CSEE, 2001, 21(12): 24-27.
    • (2001) Proceedings of the CSEE , vol.21 , Issue.12 , pp. 24-27
    • Ji, S.-C.1    Liu, W.-G.2    Shan, P.3
  • 5
    • 33749454542 scopus 로고    scopus 로고
    • Analysis of transformer core vibration characteristics using Hilbert-Huang transformation
    • XIONG Wei-hua, ZHAO Guang-zhou. Analysis of transformer core vibration characteristics using Hilbert-Huang transformation[J]. Transactions of China Electrotechnical Society, 2006, 21(8): 9-13.
    • (2006) Transactions of China Electrotechnical Society , vol.21 , Issue.8 , pp. 9-13
    • Xiong, W.-H.1    Zhao, G.-Z.2
  • 6
    • 40449115067 scopus 로고    scopus 로고
    • Circuit breaker vibration signal recognition based on wavelet energy and neural network
    • CHEN Wei-gen, FAN Hai-lu, WANG You-yuan, et al. Circuit breaker vibration signal recognition based on wavelet energy and neural network[J]. Electric Power Automation Equipment, 2008, 28(2): 29-32.
    • (2008) Electric Power Automation Equipment , vol.28 , Issue.2 , pp. 29-32
    • Chen, W.-G.1    Fan, H.-L.2    Wang, Y.-Y.3
  • 7
    • 33847316389 scopus 로고    scopus 로고
    • Research on vibrant fault diagnosis of hydro-turbine generating unit based on wavelet packet analysis and support vector machine
    • PENG Wen-ji, LUO Xin-qi. Research on vibrant fault diagnosis of hydro-turbine generating unit based on wavelet packet analysis and support vector machine[J]. Proceedings of the CSEE, 2006, 26(4): 164-168.
    • (2006) Proceedings of the CSEE , vol.26 , Issue.4 , pp. 164-168
    • Peng, W.-J.1    Luo, X.-Q.2
  • 8
    • 77957811810 scopus 로고    scopus 로고
    • Criterion for transformer winding deformation calculated by the structural parameter method
    • GUI Jun-feng, GAO Wen-sheng, TAN Ke-xiong. Criterion for transformer winding deformation calculated by the structural parameter method[J]. J Tsinghua Univ: Sci & Tech, 2004, 44(1): 39-36.
    • (2004) J Tsinghua Univ: Sci & Tech , vol.44 , Issue.1 , pp. 39-36
    • Gui, J.-F.1    Gao, W.-S.2    Tan, K.-X.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.