메뉴 건너뛰기




Volumn 35, Issue 3, 2009, Pages 509-513

Fault diagnosis of transformer based on particle swarm optimization-based support vector machine

Author keywords

Classification arithmetic; Fault diagnosis; Parameter optimization; Particle swarm optimization; Power transformer; Statistical learning theory; Support vector machine

Indexed keywords

CLASSIFICATION ARITHMETIC; FAULT DIAGNOSIS; PARAMETER OPTIMIZATION; PARTICLE SWARM OPTIMIZATION; STATISTICAL LEARNING THEORY; SUPPORT VECTOR MACHINE;

EID: 65249165981     PISSN: 10036520     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (30)

References (16)
  • 1
    • 0027242471 scopus 로고
    • An expert system for transformer fault diagnosis using dissolved gas analysis
    • Lin C E, Ling J M, Huang C L. An expert system for transformer fault diagnosis using dissolved gas analysis[J]. IEEE Trans on Power Delivery, 1993, 8(1):231-238.
    • (1993) IEEE Trans on Power Delivery , vol.8 , Issue.1 , pp. 231-238
    • Lin, C.E.1    Ling, J.M.2    Huang, C.L.3
  • 2
    • 0034186792 scopus 로고    scopus 로고
    • A fuzzy dissolved gas analysis method for the diagnosis of multiple incipient faults in a transformer
    • Su Q, Mi C, Lai L L, et al. A fuzzy dissolved gas analysis method for the diagnosis of multiple incipient faults in a transformer[J]. IEEE Trans on Power Systems, 2000, 15(2):593-598.
    • (2000) IEEE Trans on Power Systems , vol.15 , Issue.2 , pp. 593-598
    • Su, Q.1    Mi, C.2    Lai, L.L.3
  • 3
    • 0142261066 scopus 로고    scopus 로고
    • Fault diagnosis model for power transformer based on support vector machine and dissolved gas analysis
    • Dong Ming, Meng Yuan-Yuan, Xu Chang-Xiang, et al. Fault diagnosis model for power transformer based on support vector machine and dissolved gas analysis[J]. Proceedings of the CSEE, 2003, 23(7):88-92.
    • (2003) Proceedings of the CSEE , vol.23 , Issue.7 , pp. 88-92
    • Dong, M.1    Meng, Y.-Y.2    Xu, C.-X.3
  • 4
    • 0036657566 scopus 로고    scopus 로고
    • Synthetic insulation fault diagnostic model of oil-immersed power transformers utilizing information fusion
    • Shang Yong, Yan Chun-Jiang, Yan Zhang, et al. Synthetic insulation fault diagnostic model of oil-immersed power transformers utilizing information fusion[J]. Proceedings of the CSEE, 2002, 22(7):115-118.
    • (2002) Proceedings of the CSEE , vol.22 , Issue.7 , pp. 115-118
    • Shang, Y.1    Yan, C.-J.2    Yan, Z.3
  • 5
    • 36248992348 scopus 로고    scopus 로고
    • Fault diagnosis of oil-immersed power transformer by DGA-NN
    • Li Qing-Quan, Wang Wei, Wang Xiao-Long. Fault diagnosis of oil-immersed power transformer by DGA-NN[J]. High Voltage Engineering, 2007, 33(8):48-51.
    • (2007) High Voltage Engineering , vol.33 , Issue.8 , pp. 48-51
    • Li, Q.-Q.1    Wang, W.2    Wang, X.-L.3
  • 6
    • 33747046632 scopus 로고    scopus 로고
    • New method of power transformer fault diagnosis by dissolved gas-in-oil analysis
    • Wang Nan-Lan, Qiu De-Run. New method of power transformer fault diagnosis by dissolved gas-in-oil analysis[J]. High Voltage Engineering, 2006, 32(6):35-37.
    • (2006) High Voltage Engineering , vol.32 , Issue.6 , pp. 35-37
    • Wang, N.-L.1    Qiu, D.-R.2
  • 7
    • 36248999388 scopus 로고    scopus 로고
    • New fault diagnosis method of power transformer by combination of FCM and IEC three-ratio method
    • Yang Ting-Fang, Liu Pei, Li Jing-Lu, et al. New fault diagnosis method of power transformer by combination of FCM and IEC three-ratio method[J]. High Voltage Engineering, 2007, 33(8):66-70.
    • (2007) High Voltage Engineering , vol.33 , Issue.8 , pp. 66-70
    • Yang, T.-F.1    Liu, P.2    Li, J.-L.3
  • 8
    • 24044439757 scopus 로고    scopus 로고
    • Application study of BP network used in the fault diagnosis of power transformer
    • Wang Xue-Mei, Li Wen-Shen, Yan Zhang. Application study of BP network used in the fault diagnosis of power transformer[J]. High Voltage Engineering, 2005, 31(7):12-14.
    • (2005) High Voltage Engineering , vol.31 , Issue.7 , pp. 12-14
    • Wang, X.-M.1    Li, W.-S.2    Yan, Z.3
  • 9
    • 34447137379 scopus 로고    scopus 로고
    • Application of support vector machine in transformer fault diagnosis
    • Wu Xiao-Hui, Liu Jiong, Liang Yong-Chun, et al. Application of support vector machine in transformer fault diagnosis[J]. Journal of Xi'an Jiaotong University, 2007, 41(6):722-726.
    • (2007) Journal of Xi'an Jiaotong University , vol.41 , Issue.6 , pp. 722-726
    • Wu, X.-H.1    Liu, J.2    Liang, Y.-C.3
  • 10
    • 65249143697 scopus 로고    scopus 로고
    • Chinese source
  • 11
    • 31044444738 scopus 로고    scopus 로고
    • Support vector machines-based fault diagnosis for turbo-pump rotor
    • Yuan Sheng-Fa, Chu Fu-Lei. Support vector machines-based fault diagnosis for turbo-pump rotor[J]. Mechanical Systems and Signal Processing, 2006, 20(4):939-952.
    • (2006) Mechanical Systems and Signal Processing , vol.20 , Issue.4 , pp. 939-952
    • Yuan, S.-F.1    Chu, F.-L.2
  • 12
    • 38749118677 scopus 로고    scopus 로고
    • An effective hybrid PSO-based algorithm for flow shop scheduling with limited buffers
    • Liu Bo, Wang Ling, Jin Yi-Hui. An effective hybrid PSO-based algorithm for flow shop scheduling with limited buffers[J]. Computers & Operations Research, 2008, 35(9):2791-2806.
    • (2008) Computers & Operations Research , vol.35 , Issue.9 , pp. 2791-2806
    • Liu, B.1    Wang, L.2    Jin, Y.-H.3
  • 13
    • 33745841899 scopus 로고    scopus 로고
    • Particle swarm algorithm trained neural network for QSAR studies of inhibitors of platelet-derived growth factor receptor phosphorylation
    • Shen Qi, Shi Wei-Min, Yang Xi-Ping, et al. Particle swarm algorithm trained neural network for QSAR studies of inhibitors of platelet-derived growth factor receptor phosphorylation[J]. European Journal of Pharmaceutical Sciences, 2006, 28(5): 369-376.
    • (2006) European Journal of Pharmaceutical Sciences , vol.28 , Issue.5 , pp. 369-376
    • Shen, Q.1    Shi, W.-M.2    Yang, X.-P.3
  • 15
    • 33748695973 scopus 로고    scopus 로고
    • Support vector regression with genetic algorithms in forecasting tourism demand
    • Chen Kuan-Yu, Wang Cheng-Hua. Support vector regression with genetic algorithms in forecasting tourism demand[J]. Tourism Management, 2007, 28(1): 215-226.
    • (2007) Tourism Management , vol.28 , Issue.1 , pp. 215-226
    • Chen, K.-Y.1    Wang, C.-H.2
  • 16
    • 36148937506 scopus 로고    scopus 로고
    • Fault diagnosis strategy for incompletely described samples and its application to refrigeration system
    • Ren Neng, Liang Jun, Gu Bo, et al. Fault diagnosis strategy for incompletely described samples and its application to refrigeration system[J]. Mechanical Systems and Signal Processing, 2008, 22(2): 436-450.
    • (2008) Mechanical Systems and Signal Processing , vol.22 , Issue.2 , pp. 436-450
    • Ren, N.1    Liang, J.2    Gu, B.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.