메뉴 건너뛰기




Volumn 44, Issue 1, 2016, Pages 71-76

Power transformer fault classifying model based on deep belief network

Author keywords

Deep belief network; Fault diagnosis; Gas in oil analysis; Power transformer; Unlabeled samples

Indexed keywords


EID: 85000714776     PISSN: 16743415     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (69)

References (16)
  • 2
    • 84908027811 scopus 로고    scopus 로고
    • Failure rate model for oil-immersed transformer based on PHM concerning aging process and equipment inspection information
    • LU Mingming, WANG Yifei, GUO Chuangxin, et al. Failure rate model for oil-immersed transformer based on PHM concerning aging process and equipment inspection information [J]. Power System Protection and Control, 2014, 42 (18): 66-71.
    • (2014) Power System Protection and Control , vol.42 , Issue.18 , pp. 66-71
    • Lu, M.1    Wang, Y.2    Guo, C.3
  • 3
    • 84899075294 scopus 로고    scopus 로고
    • Cost-sensitive gausian process classification with variational Bayesian treatment for fault diagnosis of power transformers
    • YIN Jinliang, ZHU Yongli, ZHENG Xiaoyu, et al. Cost-sensitive gausian process classification with variational Bayesian treatment for fault diagnosis of power transformers [J]. Transactions of China Electrotechnical Society, 2014, 29 (3): 222-228.
    • (2014) Transactions of China Electrotechnical Society , vol.29 , Issue.3 , pp. 222-228
    • Yin, J.1    Zhu, Y.2    Zheng, X.3
  • 4
    • 84874689117 scopus 로고    scopus 로고
    • Fault diagnosis of transformers based on Gaussian process classifier
    • YIN Jinliang, ZHU Yongli, YU Guoqin, et al. Fault diagnosis of transformers based on Gaussian process classifier [J]. Transactions of China Electrotechnical Society, 2013, 28 (1): 158-164.
    • (2013) Transactions of China Electrotechnical Society , vol.28 , Issue.1 , pp. 158-164
    • Yin, J.1    Zhu, Y.2    Yu, G.3
  • 5
    • 84880977520 scopus 로고    scopus 로고
    • Transformer fault diagnosis based on improved evidence theory and neural network integrated method
    • CHENG Jiatang, AI Li, DUAN Zhimei. Transformer fault diagnosis based on improved evidence theory and neural network integrated method [J]. Power System Protection and Control, 2013, 41 (14): 92-96.
    • (2013) Power System Protection and Control , vol.41 , Issue.14 , pp. 92-96
    • Cheng, J.1    Ai, L.2    Duan, Z.3
  • 6
    • 84925636940 scopus 로고    scopus 로고
    • Fault diagnosis of power transformers based on back propagation algorithm evolving fuzzy Petri nets
    • GONG Maofa, ZHANG Yanpan, LIU Yanni, et al. Fault diagnosis of power transformers based on back propagation algorithm evolving fuzzy Petri nets [J]. Power System Protection and Control, 2015, 43 (3): 113-117.
    • (2015) Power System Protection and Control , vol.43 , Issue.3 , pp. 113-117
    • Gong, M.1    Zhang, Y.2    Liu, Y.3
  • 7
    • 77958097713 scopus 로고    scopus 로고
    • Power transformer fault diagnosis based on rough set theory and support vector machines
    • WU Zhongli, YANG Jian, ZHU Yongli, et al. Power transformer fault diagnosis based on rough set theory and support vector machines [J]. Power System Protection and Control, 2010, 38 (18): 80-83.
    • (2010) Power System Protection and Control , vol.38 , Issue.18 , pp. 80-83
    • Wu, Z.1    Yang, J.2    Zhu, Y.3
  • 8
    • 84928988012 scopus 로고    scopus 로고
    • Fault diagnosis of transformer based on the cuckoo search and support vector machine
    • XUE Haoran, ZHANG Keheng, LI Bin, et al. Fault diagnosis of transformer based on the cuckoo search and support vector machine [J].Power System Protection and Control, 2015, 43 (8): 8-13.
    • (2015) Power System Protection and Control , vol.43 , Issue.8 , pp. 8-13
    • Xue, H.1    Zhang, K.2    Li, B.3
  • 9
    • 84959059889 scopus 로고    scopus 로고
    • Transformer fault diagnosis using weighted extreme learning machine
    • YU Bingjie, ZHU Yongli. Transformer fault diagnosis using weighted extreme learning machine [J]. Computer Engineering and Design, 2013, 34 (12): 4340-4344.
    • (2013) Computer Engineering and Design , vol.34 , Issue.12 , pp. 4340-4344
    • Yu, B.1    Zhu, Y.2
  • 10
    • 33746600649 scopus 로고    scopus 로고
    • Reducing the dimension-ality of data with neural networks
    • HINTON G E, SALAKHUTDINOV R R. Reducing the dimension-ality of data with neural networks [J]. Science, 2006, 313 (5786): 504-507.
    • (2006) Science , vol.313 , Issue.5786 , pp. 504-507
    • Hinton, G.E.1    Salakhutdinov, R.R.2
  • 11
    • 33745805403 scopus 로고    scopus 로고
    • A fast learning algorithm for deep belief nets
    • HINTON G E, OSINDERO S, TEH Y W. A fast learning algorithm for deep belief nets [J]. Neural Comp, 2006, 18 (7): 1527-1554.
    • (2006) Neural Comp , vol.18 , Issue.7 , pp. 1527-1554
    • Hinton, G.E.1    Osindero, S.2    Teh, Y.W.3
  • 13
    • 78650474133 scopus 로고    scopus 로고
    • A practical guide to training restricted Boltzmann machines
    • Toronto, Canada: University of Toronto
    • HINTON G E. A practical guide to training restricted Boltzmann machines [R]. Toronto, Canada: University of Toronto, 2010.
    • (2010)
    • Hinton, G.E.1
  • 14
  • 15
    • 84908054616 scopus 로고    scopus 로고
    • Remote sensing image classification based on DBN model
    • LÜ Qi, DOU Yong, NIU Xin, et al. Remote sensing image classification based on DBN model [J]. Journal of Computer Research and Development, 2014, 51 (9): 1911-1918.
    • (2014) Journal of Computer Research and Development , vol.51 , Issue.9 , pp. 1911-1918
    • Lü, Q.1    Dou, Y.2    Niu, X.3
  • 16
    • 84886283627 scopus 로고    scopus 로고
    • Speaker segmentation based on discriminative deep belief networks
    • MA Yong, BAO Changchun, XIA Bingyin. Speaker segmentation based on discriminative deep belief networks [J]. Journal of Tsinghua University (Science and Technology), 2013, 53 (6): 804-807.
    • (2013) Journal of Tsinghua University (Science and Technology) , vol.53 , Issue.6 , pp. 804-807
    • Ma, Y.1    Bao, C.2    Xia, B.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.