메뉴 건너뛰기




Volumn 8, Issue 2, 2017, Pages 103-111

Fault classification in power systems using EMD and SVM

Author keywords

Empirical Mode Decomposition (EMD); Fault classification; Support Vector Machines (SVMs)

Indexed keywords

MATHEMATICAL TRANSFORMATIONS; POWER QUALITY; SIGNAL PROCESSING; SUPPORT VECTOR MACHINES;

EID: 84941661716     PISSN: 20904479     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.asej.2015.08.005     Document Type: Article
Times cited : (105)

References (18)
  • 1
    • 0029720967 scopus 로고    scopus 로고
    • A new approach to fast fault detection in power systems. Int Conf Intell Syst Appl Power Syst, Florida, USA;
    • Aravena JL, Chowdhury FN. A new approach to fast fault detection in power systems. Int Conf Intell Syst Appl Power Syst, Florida, USA; 1996. p. 328–32.
    • (1996) , pp. 328-32
    • Aravena, J.L.1    Chowdhury, F.N.2
  • 2
    • 0141917768 scopus 로고    scopus 로고
    • Online applications of wavelet transforms to power system relaying
    • Youssef, O.A.S., Online applications of wavelet transforms to power system relaying. IEEE Trans Power Delivery 18:4 (2003), 1158–1165.
    • (2003) IEEE Trans Power Delivery , vol.18 , Issue.4 , pp. 1158-1165
    • Youssef, O.A.S.1
  • 3
    • 42549165554 scopus 로고    scopus 로고
    • ‘Online applications of wavelet transforms to power system relaying – Part II’
    • Youssef, O.A.S., ‘Online applications of wavelet transforms to power system relaying – Part II’. IEEE Power Eng Soc Gen Meet, 2007, 1–7.
    • (2007) IEEE Power Eng Soc Gen Meet , pp. 1-7
    • Youssef, O.A.S.1
  • 4
    • 84905984635 scopus 로고    scopus 로고
    • Wavelet transform for classification of voltage sag causes using probabilistic neural network
    • Manjula, M., Sarma, A.V.R.S., Naga Lakshmi, G.V., Wavelet transform for classification of voltage sag causes using probabilistic neural network. Int J Electr Eng 4:3 (2011), 299–309.
    • (2011) Int J Electr Eng , vol.4 , Issue.3 , pp. 299-309
    • Manjula, M.1    Sarma, A.V.R.S.2    Naga Lakshmi, G.V.3
  • 5
    • 1942536116 scopus 로고    scopus 로고
    • Combined fuzzy-logic wavelet-based fault classification technique for power system relaying
    • Youssef, O.A.S., Combined fuzzy-logic wavelet-based fault classification technique for power system relaying. IEEE Trans Power Delivery 19:2 (2004), 582–589.
    • (2004) IEEE Trans Power Delivery , vol.19 , Issue.2 , pp. 582-589
    • Youssef, O.A.S.1
  • 6
    • 70349174701 scopus 로고    scopus 로고
    • An optimized fault classification technique based on support-vector-machines
    • Youssef, O.A.S., An optimized fault classification technique based on support-vector-machines. IEEE/PES Power Syst Conf Expos, 2009, 1–8.
    • (2009) IEEE/PES Power Syst Conf Expos , pp. 1-8
    • Youssef, O.A.S.1
  • 7
    • 84876016371 scopus 로고    scopus 로고
    • Wavelet transforms for fault detection using svm in power systems. IEEE Int Conf Power Electron Drives Energy Syst, Bengaluru, India; December 2012.
    • Sevakula RK, Verma NK. Wavelet transforms for fault detection using svm in power systems. IEEE Int Conf Power Electron Drives Energy Syst, Bengaluru, India; December 2012. p. 1–6.
    • Sevakula, R.K.1    Verma, N.K.2
  • 8
    • 84867940061 scopus 로고    scopus 로고
    • A fault classification method in power systems using DWT and SVM classifier
    • Livani, H., Evrenosoglu, C.Y., A fault classification method in power systems using DWT and SVM classifier. IEEE/PES Trans Distrib Conf Expo, 2012, 1–5.
    • (2012) IEEE/PES Trans Distrib Conf Expo , pp. 1-5
    • Livani, H.1    Evrenosoglu, C.Y.2
  • 9
    • 70350268063 scopus 로고    scopus 로고
    • Empirical-mode decomposition with hilbert transform for power-quality assessment
    • Shukla, S., Mishra, S., Singh, B., Empirical-mode decomposition with hilbert transform for power-quality assessment. IEEE Trans Power Delivery 24 (2009), 2159–2165.
    • (2009) IEEE Trans Power Delivery , vol.24 , pp. 2159-2165
    • Shukla, S.1    Mishra, S.2    Singh, B.3
  • 10
    • 84858203962 scopus 로고    scopus 로고
    • Empirical mode decomposition based probabilistic neural network for faults classification
    • Manjula, M., Sarma, A.V.R.S., Mishra, S., Empirical mode decomposition based probabilistic neural network for faults classification. Int Conf Power Energy Syst, 2011, 1–5.
    • (2011) Int Conf Power Energy Syst , pp. 1-5
    • Manjula, M.1    Sarma, A.V.R.S.2    Mishra, S.3
  • 11
    • 84857229417 scopus 로고    scopus 로고
    • Detection and classification of voltage sag causes based on empirical mode decomposition
    • Manjula, M., Sarma, A.V.R.S., Mishra, S., Detection and classification of voltage sag causes based on empirical mode decomposition. Annual IEEE India Conf (INDICON), 2011, 1–5.
    • (2011) Annual IEEE India Conf (INDICON) , pp. 1-5
    • Manjula, M.1    Sarma, A.V.R.S.2    Mishra, S.3
  • 13
    • 5444236478 scopus 로고    scopus 로고
    • The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis
    • Huang, E., Shen, Z., Long, S.R., The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis. Proc R Soc Lond 454 (1998), 903–995.
    • (1998) Proc R Soc Lond , vol.454 , pp. 903-995
    • Huang, E.1    Shen, Z.2    Long, S.R.3
  • 14
    • 85020602241 scopus 로고    scopus 로고
    • The Hilbert–Huang transform: theory, applications, development. Ph.D. dissertation, University of Iowa;
    • Barnhart B. The Hilbert–Huang transform: theory, applications, development. Ph.D. dissertation, University of Iowa; 2011.
    • (2011)
    • Barnhart, B.1
  • 15
    • 84912075109 scopus 로고    scopus 로고
    • Research on the power system fault classification based on HHT and SVM using wide-area information
    • Guo, Y., Li, C., Li, Y., Gao, S., Research on the power system fault classification based on HHT and SVM using wide-area information. Sci Res Energy Power Eng 5 (2013), 138–142.
    • (2013) Sci Res Energy Power Eng , vol.5 , pp. 138-142
    • Guo, Y.1    Li, C.2    Li, Y.3    Gao, S.4
  • 16
    • 85020580547 scopus 로고    scopus 로고
    • Support vector machines for classification and regression. Ph.D. dissertation, University of Southampton, UK;
    • Gunn SR. Support vector machines for classification and regression. Ph.D. dissertation, University of Southampton, UK; 1997.
    • (1997)
    • Gunn, S.R.1
  • 17
    • 0003798635 scopus 로고    scopus 로고
    • An introduction to support vector machines and other kernel-based learning methods
    • Cambridge University Press
    • Cristianini, N., Shawe-Taylor, J., An introduction to support vector machines and other kernel-based learning methods. 2000, Cambridge University Press.
    • (2000)
    • Cristianini, N.1    Shawe-Taylor, J.2
  • 18
    • 84924364190 scopus 로고    scopus 로고
    • Research of the kernel function of support vector machine
    • Zhang, Q., Yang, Y.Q., Research of the kernel function of support vector machine. Electr Power Sci Eng 28:5 (2012), 42–45.
    • (2012) Electr Power Sci Eng , vol.28 , Issue.5 , pp. 42-45
    • Zhang, Q.1    Yang, Y.Q.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.