Power system probabilistic security assessment using Bayes classifier

Electric Power Systems Research

Volumn 74, Issue 1, 2005, Pages 157-165

  Kim, Hyungchul ^a   Singh, Chanan ^a  

^a Texas AandM University   (United States)

Author keywords

Bayes classifier; Optimal power flow (OPF); Security assessment; Transient stability; Voltage stability

Indexed keywords

COMPUTER SIMULATION; CONSTRAINT THEORY; ELECTRIC EQUIPMENT PROTECTION; ELECTRIC POTENTIAL; MONTE CARLO METHODS; PROBABILITY; PROBABILITY DENSITY FUNCTION; PROBLEM SOLVING; RELIABILITY; VECTORS;

BAYES CLASSIFIER; OPTIMAL POWER FLOW (OPF); SECURITY ASSESSMENT; TRANSIENT STABILITY; VOLTAGE STABILITY;

ELECTRIC POWER SYSTEMS;

EID: 13844254222     PISSN: 03787796     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.epsr.2004.10.004     Document Type: Article

References (17)

1. J.D. McCalley, V. Vittal, and N. Abi-Samra An overview of risk based security assessment Proceedings of the IEEE Power Engineering Society 1999 Summer Meeting, vol. 1 1999 173 178
2. K.L. Lo, L.J. Peng, J.F. Maqueen, A.O. Ekwue, and D.T.Y. Cheng Application of kohonen self-organising neural network to static security assessment Proceedings of the Fourth International Conference on Artificial Neural Networks 1995 387 392
3. M.A. El-Sharkawi, and R. Atteri Static security assessment of power system using the kohonen neural network Proceedings of ANNPS'93 Tokyo, Japan, April 1993 373 377
4. D. Neibur, and A. Germond Power system static security assessment using kohonen neural network classifier IEEE Trans. Power Syst. 7 May (2) 1991 865 872
5. Ernan Ni, B. Peter, and Luh Forecasting power market clearing price and its discrete PDF using a Bayesian-based classification method Proceedings of the IEEE Power Engineering Society 2001 Winter Meeting, vol. 3 2001 1518 1523
6. K.A. Clements, A.S. Costa, and A. Agudelo Identification of parallel flows in power networks operating under deregulated environments Proceedings of the IEEE Power Engineering Society 2001 Summer Meeting, vol. 1 2001 434 438
7. Jun Zhang, Jian Pu, J.D. McCalley, H. Stern, W.A. Gallus, A Bayesian approach for short-term transmission line thermal overload risk assessment, IEEE Trans. Power Delivery 17 (3) (July) (2003) 770-778.
8. D.C. Yu, T.C. Nguyen, and P. Haddawy Bayesian network model for reliability assessment of power systems IEEE Trans. Power Syst. 14 May (2) 1999 426 432
9. R. Billinton, and W. Li Reliability Assessment of Electric Power Systems Using Monte Carlo Methods 1994 Plenum Pub. Corp., October
10. P. Kessel, and H. Glavitch Estimating the voltage stability of a power system IEEE Trans. Power Delivery 1 July (3) 1986 346 354
11. R.O. Duda, and P.E. Hart Pattern Classification and Scene Analysis 1973 John Wiley & Sons, June
12. Y.-H. Pao Adaptive Pattern Recognition and Neural Networks 1989 John Wiley & Sons, Longman
13. S. Aboreshaid, R. Billinton, and M. Fotuhi-Firuzabad Probabilistic transient stability studies using the method of bisection IEEE Trans. Power Syst. 11 November (4) 1996 1990 1995
14. H. Lester, K. Fink, and Carlsen Operating under stress and strain IEEE Spectr. March 1978 48 53
15. Ishwar K. Sethi, Anil K. Jain, Artificial neural networks and statistical pattern recognition: old and new connections, North-Holland, August 1991.
16. H. Kim, and C. Singh Steady-state and dynamic security assessment in composite power system Proceedings of the IEEE International Symposium on Circuits and Systems, vol. 3 May 2003 25 28
17. P.W. Sauer, and M.A. Pai Power System Dynamics and Stability first ed. 1997 Prentice Hall, July