메뉴 건너뛰기




Volumn 2, Issue SUMMER, 2002, Pages 795-800

A novel feature extraction and optimisation method for neural network-based fault classification in TCSC-compensated lines

Author keywords

Artificial neural networks; Discrete wavelet transform; Fault classification; Feature extraction; Feature optimisation; Self organising Maps; TCSC

Indexed keywords

ALGORITHMS; BACKPROPAGATION; COMPUTER SIMULATION; ELECTRIC FAULT CURRENTS; ELECTRIC IMPEDANCE; ELECTROMAGNETISM; FEATURE EXTRACTION; FOURIER TRANSFORMS; HEURISTIC METHODS; HIGH PASS FILTERS; LOW PASS FILTERS; MULTILAYER NEURAL NETWORKS; SELF ORGANIZING MAPS; TRANSIENTS; WAVELET TRANSFORMS;

EID: 0038000715     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (4)

References (11)
  • 1
    • 0031168486 scopus 로고    scopus 로고
    • Protection scheme for EHV transmission systems with thyristor controlled series compensation using radial basis function neural networks
    • Y. H. Song, Q. Y. Xuan and A. T. Johns, "Protection scheme for EHV transmission systems with thyristor controlled series compensation using radial basis function neural networks," Electric Machines & Power Systems, vol. 25, pp. 553-565, 1997.
    • (1997) Electric Machines & Power Systems , vol.25 , pp. 553-565
    • Song, Y.H.1    Xuan, Q.Y.2    Johns, A.T.3
  • 2
    • 0028096347 scopus 로고
    • Adaptive protection for series compensated EHV transmission systems using neural networks
    • Q. Y. Xuan, R. Morgan, D. Williams, Y. H. Song and A. T. John, "Adaptive protection for series compensated EHV transmission systems using neural networks," IEE Conf. Publ., No. 389, pp. 728-732, 1994.
    • (1994) IEE Conf. Publ. , Issue.389 , pp. 728-732
    • Xuan, Q.Y.1    Morgan, R.2    Williams, D.3    Song, Y.H.4    John, A.T.5
  • 3
    • 0037567275 scopus 로고    scopus 로고
    • An adaptive protection scheme for advanced series compensated (ASC) transmission lines
    • A. A. Girgis, A. A. Sallam and A. Karim El-Din, "An adaptive protection scheme for advanced series compensated (ASC) transmission lines," IEEE Trans. Power Delivery, vol. 13, pp. 414-420, 1998.
    • (1998) IEEE Trans. Power Delivery , vol.13 , pp. 414-420
    • Girgis, A.A.1    Sallam, A.A.2    El-Din, A.K.3
  • 5
    • 0003410786 scopus 로고    scopus 로고
    • Ph.D. dissertation, Neural Networks Research Centre, Helsinki Univ. of Technology
    • S. Kaski, "Data exploration using self-organizing maps," Ph.D. dissertation, Neural Networks Research Centre, Helsinki Univ. of Technology, 1997.
    • (1997) Data Exploration Using Self-Organizing Maps
    • Kaski, S.1
  • 6
    • 0026385199 scopus 로고
    • Power system studies and modelling for the Kayenta 230kV substation advanced series compensation
    • N. Christi, R. Hedin, R. Johnson, P. Krause and A. Montoya, "Power system studies and modelling for the Kayenta 230kV substation advanced series compensation," IEE Conf. Publ., No. 345, pp. 33-37, 1991.
    • (1991) IEE Conf. Publ. , Issue.345 , pp. 33-37
    • Christi, N.1    Hedin, R.2    Johnson, R.3    Krause, P.4    Montoya, A.5
  • 8
    • 0028409456 scopus 로고
    • Characteristics and rating considerations of thyristor controlled series compensation
    • E. V. Larsen, K. Clark, S. A. Miske Jr., J. Urbanek, "Characteristics and rating considerations of thyristor controlled series compensation," IEEE Trans. Power Delivery, vol. 9, pp. 992-1000, 1994.
    • (1994) IEEE Trans. Power Delivery , vol.9 , pp. 992-1000
    • Larsen, E.V.1    Clark, K.2    Miske S.A., Jr.3    Urbanek, J.4
  • 9
    • 0004090577 scopus 로고    scopus 로고
    • Berlin Heidelberg, Springer-Verlag
    • T. Kohonen, Self-Organising Maps, Berlin Heidelberg, Springer-Verlag, 1997, pp. 87-144.
    • (1997) Self-Organising Maps , pp. 87-144
    • Kohonen, T.1
  • 10
    • 0030270228 scopus 로고    scopus 로고
    • Engineering applications of the self-organizing map
    • T. Kohonen, E. Oja, O. Simula, A. Visa and J. Kangas, "Engineering applications of the self-organizing map," Proc. Of the IEEE, vol. 84, pp. 1358-1379, 1996.
    • (1996) Proc. Of the IEEE , vol.84 , pp. 1358-1379
    • Kohonen, T.1    Oja, E.2    Simula, O.3    Visa, A.4    Kangas, J.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.