메뉴 건너뛰기




Volumn 18, Issue 6, 2005, Pages 673-683

Combined use of supervised and unsupervised learning for power system dynamic security mapping

Author keywords

Dynamic security assessment; Growing hierarchical self organizing feature map; Stability criteria; Supervised and unsupervised learning; Synchronizing and damping torques

Indexed keywords

DAMPING; NEURAL NETWORKS; ONLINE SYSTEMS; OSCILLATIONS; SECURITY SYSTEMS; STABILITY CRITERIA; SYNCHRONIZATION; TORQUE;

EID: 20144373309     PISSN: 09521976     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.engappai.2005.01.005     Document Type: Article
Times cited : (8)

References (19)
  • 3
    • 0032306620 scopus 로고    scopus 로고
    • Multimachine power system stability assessment using torques indexes and modal analysis
    • Modelling Measurement and Control France ISSN 0761-2508
    • Boudour, M., Bensenouci, A., 1998. Multimachine power system stability assessment using torques indexes and modal analysis. Modelling Measurement and Control, vol. 1 (69). Journal Association for the Advancement of Modelling and Simulation Technique in Enterprises (AMSE), France, pp. 55-70, ISSN 0761-2508.
    • (1998) Journal Association for the Advancement of Modelling and Simulation Technique in Enterprises (AMSE) , vol.1 , Issue.69 , pp. 55-70
    • Boudour, M.1    Bensenouci, A.2
  • 4
    • 1442329225 scopus 로고    scopus 로고
    • Self-organizing feature maps for power system dynamic security assessment using synchronizing and damping torques technique. Dynamic stability regions in large multimachine power systems using torque components technique
    • Virginia, USA
    • Boudour, M., Hellal, A., 2003. Self-organizing feature maps for power system dynamic security assessment using synchronizing and damping torques technique. Dynamic stability regions in large multimachine power systems using torque components technique. Proceedings of the 29th Annual Conference of the IEEE Industrial Electronics Society, IECON'03, Virginia, USA, pp. 752-758.
    • (2003) Proceedings of the 29th Annual Conference of the IEEE Industrial Electronics Society, IECON'03 , pp. 752-758
    • Boudour, M.1    Hellal, A.2
  • 5
    • 1442348097 scopus 로고
    • Dynamic security assessment of power systems using artificial neural networks
    • Seattle, WA
    • El-sharkawi, M.A., et al., 1989. Dynamic security assessment of power systems using artificial neural networks. Proceedings of the Second Symposium on Expert Systems, Seattle, WA, pp. 378-384.
    • (1989) Proceedings of the Second Symposium on Expert Systems , pp. 378-384
    • El-Sharkawi, M.A.1
  • 6
    • 0035506958 scopus 로고    scopus 로고
    • Power system security assessment using neural networks: Feature selection using Fisher discrimination
    • C.A. Jensen Power system security assessment using neural networks: feature selection using Fisher discrimination IEEE Transactions on Power Systems 16 4 2001 757 763
    • (2001) IEEE Transactions on Power Systems , vol.16 , Issue.4 , pp. 757-763
    • Jensen, C.A.1
  • 7
    • 0032649933 scopus 로고    scopus 로고
    • Fast evolutionary learning with batch-type self-organizing maps
    • Kohonen, T., 1999. Fast evolutionary learning with batch-type self-organizing maps. Neural Process Letters.
    • (1999) Neural Process Letters
    • Kohonen, T.1
  • 8
    • 0031190744 scopus 로고    scopus 로고
    • Dynamic security contingency screening and ranking using neural networks
    • Y. Mansour Dynamic security contingency screening and ranking using neural networks IEEE Transactions on Neural Networks 1 1997 942 950
    • (1997) IEEE Transactions on Neural Networks , vol.1 , pp. 942-950
    • Mansour, Y.1
  • 9
    • 0024125411 scopus 로고
    • The effect of stochastic interconnects in artificial neural network classification
    • Marks II., R.J., et al., 1988. The effect of stochastic interconnects in artificial neural network classification. IEEE International Conference on Neural Networks.
    • (1988) IEEE International Conference on Neural Networks
    • Marks II, J.R.1
  • 10
    • 0033099158 scopus 로고    scopus 로고
    • New trends requirements for dynamic security assessment
    • B. Meyer, and G. Nativel New trends requirements for dynamic security assessment Control Engineering Practice 7 1999 375 380
    • (1999) Control Engineering Practice , vol.7 , pp. 375-380
    • Meyer, B.1    Nativel, G.2
  • 12
    • 0026866356 scopus 로고
    • Power system security assessment using the Kohonen neural network classifier
    • D. Neibur, and A.J. Germond Power system security assessment using the Kohonen neural network classifier IEEE Transactions on Power Systems 7 2 1992 865 872
    • (1992) IEEE Transactions on Power Systems , vol.7 , Issue.2 , pp. 865-872
    • Neibur, D.1    Germond, A.J.2
  • 14
    • 0036859375 scopus 로고    scopus 로고
    • The growing hierarchical self-organizing map: Exploratory analysis of high-dimensional data
    • A. Rauber The growing hierarchical self-organizing map: exploratory analysis of high-dimensional data IEEE Transactions on Neural Networks 13 6 2002 1331 1341
    • (2002) IEEE Transactions on Neural Networks , vol.13 , Issue.6 , pp. 1331-1341
    • Rauber, A.1
  • 16
    • 0026820891 scopus 로고
    • Damping and Synchronizing torque components in multimachine Power systems
    • A.A. Shaltout, and E.A. Abu Alfeilat Damping and Synchronizing torque components in multimachine Power systems IEEE Transactions on Power Systems 7 1 1992 280 286
    • (1992) IEEE Transactions on Power Systems , vol.7 , Issue.1 , pp. 280-286
    • Shaltout, A.A.1    Abu Alfeilat, E.A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.