메뉴 건너뛰기




Volumn , Issue , 2016, Pages 324-327

Partial discharge patterns recognition with deep Convolutional Neural Networks

Author keywords

Convolutional Neural Network; partial discharge; pattern recognition; ultra high frequency

Indexed keywords

CONDITION MONITORING; CONVOLUTION; NATURAL LANGUAGE PROCESSING SYSTEMS; NEURAL NETWORKS; PARTIAL DISCHARGES; SIGNAL PROCESSING; SPEECH RECOGNITION;

EID: 85007233515     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CMD.2016.7757816     Document Type: Conference Paper
Times cited : (40)

References (13)
  • 1
    • 84877249255 scopus 로고    scopus 로고
    • Pattern recognition techniques and their applications for automatic classification of artificial partial discharge sources
    • H. Ma, 1. C. Chan, T. K. Saha, C. Ekanayake, "Pattern recognition techniques and their applications for automatic classification of artificial partial discharge sources, " IEEE Transactions on Dielectrics & Electrical Insulation, vol. 20, pp. 468-478, 2013.
    • (2013) IEEE Transactions on Dielectrics & Electrical Insulation , vol.20 , pp. 468-478
    • Ma, H.1    Chan, J.C.2    Saha, T.K.3    Ekanayake, C.4
  • 2
    • 33745626431 scopus 로고    scopus 로고
    • Partial discharge pattern recognition by neuro-fuzzy networks in heat-shrinkable joints and terminations of xlpe insulated distribution cables
    • C. Mazzetti, F. M. F. Mascioli, F. Baldini, M. Panella, R. Risica, R. Bartnikas, "Partial discharge pattern recognition by neuro-fuzzy networks in heat-shrinkable joints and terminations of XLPE insulated distribution cables, " IEEE Transactions on Power Delivery, vol. 21, pp. 1035-1044, 2006.
    • (2006) IEEE Transactions on Power Delivery , vol.21 , pp. 1035-1044
    • Mazzetti, C.1    Mascioli, F.M.F.2    Baldini, F.3    Panella, M.4    Risica, R.5    Bartnikas, R.6
  • 4
    • 84946826810 scopus 로고    scopus 로고
    • An overview of state-of-theart partial discharge analysis techniques for condition monitoring
    • M. Wu, H. Cao, J. Cao, H. L. Nguyen, "An overview of state-of-theart partial discharge analysis techniques for condition monitoring, " IEEE Electrical Insulation Magazine, vol. 31, pp. 22-35, 2015.
    • (2015) IEEE Electrical Insulation Magazine , vol.31 , pp. 22-35
    • Wu, M.1    Cao, H.2    Cao, J.3    Nguyen, H.L.4
  • 5
    • 80054078880 scopus 로고    scopus 로고
    • Discrimination of multiple PD sources using wavelet decomposition and principal component analysis Dielectrics & Electrical Insulation
    • L. Hao, P. L. Lewin, J. A. Hunter, D. J. Swaffield, A. Contin, C. Walton, et al., "Discrimination of multiple PD sources using wavelet decomposition and principal component analysis, " Dielectrics & Electrical Insulation IEEE Transactions on, vol. 18, pp. 1702-1711, 2011.
    • (2011) IEEE Transactions on , vol.18 , pp. 1702-1711
    • Hao, L.1    Lewin, P.L.2    Hunter, J.A.3    Swaffield, D.J.4    Contin, A.5    Walton, C.6
  • 7
    • 33745805403 scopus 로고    scopus 로고
    • A fast learning algorithm for deep belief nets
    • G. E. Hinton, S. Osindero, T. Yw., "A Fast Learning Algorithm for Deep Belief Nets, " Neural Computation, vol. 18, pp. 1527-54, 2006.
    • (2006) Neural Computation , vol.18 , pp. 1527-1554
    • Hinton, G.E.1    Osindero, S.2    Yw, T.3
  • 8
    • 71149119164 scopus 로고    scopus 로고
    • Convolutional deep belief networks for scalable unsupervised learning of hierarchical representations
    • H. Lee, R. Grosse, R. Ranganath, A. Y. Ng, "Convolutional deep belief networks for scalable unsupervised learning of hierarchical representations, " in International Conference on Machine Learning, 2009, pp. 609-616.
    • (2009) International Conference on Machine Learning , pp. 609-616
    • Lee, H.1    Grosse, R.2    Ranganath, R.3    Ng, A.Y.4
  • 10
    • 84963949906 scopus 로고    scopus 로고
    • Mastering the game of go with deep neural networks and tree search
    • D. Silver, A. Huang, C. J. Maddison, A. Guez, L. Sifre, G. V. D. Driessche, et al., "Mastering the game of Go with deep neural networks and tree search, " Nature, vol. 529, pp. 484-489, 2016.
    • Nature , vol.529 , Issue.2016 , pp. 484-489
    • Silver, D.1    Huang, A.2    Maddison, C.J.3    Guez, A.4    Sifre, L.5    Driessche, G.V.D.6
  • 11
    • 85073638140 scopus 로고    scopus 로고
    • Deep neural networks for understanding and diagnosing partial discharge data
    • V. M. Catterson and B. Sheng, "Deep neural networks for understanding and diagnosing partial discharge data, " in Electrical Insulation Conference, 2015.
    • (2015) Electrical Insulation Conference
    • Catterson, V.M.1    Sheng, B.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.