Artificial neural network using pattern recognition for security assessment and analysis

Neurocomputing

Volumn 71, Issue 4-6, 2008, Pages 983-998

  Swarup, K Shanti ^a  

^a INDIAN INSTITUTE OF TECHNOLOGY MADRAS   (India)

Author keywords

Artificial neural network; Contingency ranking; Dynamic security; Feature extraction; Feature selection; Pattern recognition; Security assessment; Steady state security; Transient security

Indexed keywords

FEATURE EXTRACTION; NEURAL NETWORKS; ONLINE SYSTEMS; SECURITY OF DATA;

CONTINGENCY RANKING; SECURITY ASSESSMNET; STEADY STATE SECURITY; TRANSIENT SECURITY;

PATTERN RECOGNITION SYSTEMS;

ACCURACY; ARTICLE; ARTIFICIAL NEURAL NETWORK; AUTOMATED PATTERN RECOGNITION; CLASSIFICATION ALGORITHM; DATA EXTRACTION; GENERATOR; ONLINE SYSTEM; PERFORMANCE; POWER SUPPLY; PRIORITY JOURNAL;

EID: 38649092757     PISSN: 09252312     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neucom.2007.02.017     Document Type: Article

References (29)

1. Balu N., Bertram T., Bose A., Brandwajn V., Cauley G., Curtice D., Fouad A., Fink L., Lauby M.G., Wollenberg B.F., and Wrubel J.N. On-line power system security analysis. Proc. IEEE 80 2 (1992) 262-282
2. Dyrkacz M.S., Young C.C., and Maginniss F.J. A digital transient stability program including the effects of regulator, exciter, and governor response. IEEE Trans. Power Apparatus Syst. (1961) 1245-1256
3. Ejebe G.C., and Wollenberg B.F. Automatic contingency selection. IEEE Trans. Power Apparatus Syst. 98 1 (1979) 97-109
4. P. Kundur, G.K. Morison, L. Wang, Techniques for on-line transient stability assessment and control, in: IEEE Power Engineering Society Winter Meeting, vol. 1, 23-27 January 2000, pp. 46-51.
5. Kuo D.-H., and Bose A. A generation rescheduling method of dynamic security enhancement. IEEE Trans. Power Syst. 10 1 (1995) 68-76
6. La Scala M., Trovato M., and Antonelli C. On-line dynamic preventive control: an algorithm for transient security dispatch. IEEE Trans. Power Syst. 13 2 (1998) 601-610
7. Prabhakara F.S., and El-Abiad A.H. A simplified determination of transient stability regions for Lyapunov methods. IEEE Trans. Power Syst. PAS-94 2 (1975) 672-689
8. Stott B., Alsac O., and Monticelli A.J. Security analysis and optimization. Proc. IEEE 75 12 (1987) 1623-1644
9. Vaahedi E., Mansour Y., and Tse E.K. A general purpose method for on-line dynamic security assessment. IEEE Trans. Power Syst. 13 (1998) 243-249
10. F. Wang, D. Chen, Y. He, An integrated method for transient security assessment of power systems, in: IEEE 1993 Proceedings on Computer, Communication, Control and Power Engineering (TENCON 1993), vol. 2, pp. 204-207.
11. Willems J.L. Direct methods for transient stability studies in power system analysis. IEEE Trans. Automat. Control AC-16 (1971) 1-4
12. Ostojic D.R., and Heydt G.T. Transient stability assessment by pattern recognition in the frequency domain. IEEE Trans. Power Syst. 6 1 (1991) 231-237
13. Pang C.K., Prabhakara F.S., El-Abiad A.H., and Koivo A.H. Security evaluation in power systems using pattern recognition. IEEE Trans. Power Apparatus Syst. PAS-93 3 (1974) 969-976
14. Sada Costa J.M.G., and Munro N. Pattern recognition in power system security. Electr. Power Energy Syst. 6 1 (1984) 31-36
15. A.K. Sinha, A hierarchical clustering based pattern recognition scheme for power system security assessment, in: IEEE TENCON' Region 10 International Conference, November 1989, pp. 945-948.
16. K.S. Swarup, R. Mastakar, K.V. Prasad Reddy, Decision tree for steady state security assessment and evaluation of power systems, in: Proceedings of 2005 International Conference on Intelligent Sensing and Information processing, 4-7 January 2005, pp. 211-216.
17. K.S. Swarup, K.V. Prasad Reddy, Neural network based pattern recognition for power system security assessment, in: Proceedings of 2005 International Conference on Intelligent Sensing and Information processing, 4-7 January 2005, pp. 234-239.
18. Chan K.W., Edwards A.R., Dunn R.W., and Daniels A.R. On-line dynamic security contingency screening using artificial neural networks. IEE Proc. Gen. Transm. Distrib. 147 6 (2000) 367-372
19. Fouad A.A., Aboytes F., Carvalho V.F., Corey S.L., Dhir K.J., and Vierra R. Dynamic security assessment practices in North America. IEEE Trans. Power Syst. 3 3 (1988) 1310-1321
20. Fouad A.A., Zhou Q., and Davison J. Application of artificial neural network in power system security and vulnerability assessment. IEEE Trans. Power Syst. 9 (1994) 525-532
21. Mansour Y., Chang A.Y., Tamby J., Vaahedi E., Corns B.R., and El-Sharkawi M.A. Large scale dynamic security screening and ranking using neural networks. IEEE Trans. Power Syst. 12 2 (1997) 954-960
22. K. Morison, H. Hamadanizadeh, L. Wang, Dynamic security assessment tools, in: IEEE Power Engineering Society Summer Meeting, vol. 1, July 1999, pp. 282-286.
23. Sobajic J., and Pao Y.H. Artificial neural-net based dynamic security assessment for electric power systems. IEEE Trans. Power Syst. 4 (1989) 220-228
24. Swarup K.S., and Britto Corthis P. Artificial neural network approach to assess system security. IEEE Comput. Appl. Power Syst. (2002) 32-38
25. Tao Lan, Jiang Jiguang, Ziao Dachuarn, Artificial neural networks for transient stability assessment of power system, in: IEEE 1993 Proceedings on Computer, Communication, Control and Power Engineering (TENCON 1993), pp. 889-892.
26. S.K. Tso, X.P. Gu, Q.Y. Zeng, K.L. Lo, Input space decomposition and multilevel classification approach for ANN-based transient security assessment, in: Fourth International Conference on Advances in Power System Control, Operation and Management (APSCOM-97), vol. 2, 1997, pp. 499-504.
27. Anderson P.M., and Fouad A.A. Power System Control and Stability vol. 1 (1977), Iowa State University Press
28. Haykin S. Neural Networks-A Comprehensive Foundation (1999), Prentice Hall International, Inc.
29. Wood Allen.J., and Wollenberg B.F. Power Generation Operation and Control. second ed. (2003), Wiley