A hybrid approach for security evaluation and preventive control of power systems

2004 IEEE Power Engineering Society General Meeting

Volumn 1, Issue , 2004, Pages 1061-1067

  Niazi, K R ^a   Arora, C M ^a   Surana, S L ^b  

^a MALAVIYA NATIONAL INSTITUTE OF TECHNOLOGY   (India)

^b SK Institute of Technology   (India)

Author keywords

Decision Tree; Feature selection; Neural network; Power system security; Preventive Control

Indexed keywords

ALGORITHMS; COMPUTATIONAL COMPLEXITY; ELECTRIC LOADS; ELECTRIC POWER GENERATION; ELECTRIC UTILITIES; KNOWLEDGE ACQUISITION; MATHEMATICAL MODELS; MATRIX ALGEBRA; NEURAL NETWORKS; PATTERN RECOGNITION; PROBLEM SOLVING; SECURITY SYSTEMS; TREES (MATHEMATICS);

DECISION TREE (DT); FEATURE SELECTION; POWER SYSTEM SECURITY; PREVENTIVE CONTROL;

ELECTRIC POWER SYSTEMS;

EID: 13244291604     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (14)

1. V. Miranda, J.N. Fidalgo, J.A.P. Lopes, "Real time preventive actions for transient stability enhancement with a hybrid neural network-Optimization approach", IEEE Trans. on Power Systems, Vol. 10, No.2, May 1995, pp. 1029-1034.
2. C.A. Jensen, M.A. El-Sharkawi, R.J. Marks II, "Power systems security assessment using neural networks: Feature selection using Fisher discrimination", IEEE Trans. on Power Systems, Vol. 16, No. 4, Nov., 2001, pp. 757-763.
3. K. Santi Swarup, P. Britto Corthis, "ANN approach assesses system security", IEEE Computer Applications in Power, July 2002 pp. 31-38.
4. J.N. Fidalgo, V. Miranda, J.A. P. Lapes, "Neural networks applied to preventive control measures for the dynamic security of isolated power systems with renewables", IEEE Trans. on Power Systems Vol. 11, No. 4, Nov., 1996, pp. 1811-1816.
5. L. Wehenkal, Th. Van Cutsem, M. Ribbens-Pavella, "Inductive inference applied to on-line transient stability assessment of electric power systems", Automatica, Vol. 25, No. 3, 1989. pp. 445-451.
6. C.M. Arora, "On-line transient security evaluation using pattern recognition technique", Ph.D. Thesis, Deptt. of Elect. Engg., JNV Univ., Jodhpur, India, 1991.
7. C. M. Arora, S. L. Surana, "Transient security evaluation and preventive control of power systems using PR techniques", IE(I) Journal-EL, Vol. 76, Feb/March 1996, pp199-203.
8. A.R. Burgen, "Power System Analysis", Prentice Hall, 1986.
9. I.J. Nagrath, D.P. Kothari, "Modern power system analysis", Tata McGraw Hill, 1994.
10. Simon Haykin, "Neural networks- A comprehensive foundation", Pearson Education Asia, 2001.
11. J.T. Tau, R.C. Ganzalez, "Pattern recognition principles", Addison-Wesley, 1974.
12. H. Demuth, M. Beale, "Neural network tool box for use with MATLAB", User's Guide, Version 4, The Math works Inc, 2001.
13. S.R. Safavin, D. Landgrebe, "A survey of decision tree classifier methodology", IEEE Trans. on SMC, Vol. 21, No. 3 May/ June 1991, pp. 660-673.
14. L. Wehenkal, Th. Van Custsem, M. Ribbens-Pavella, "An artificial intelligence frame work for on-line transient stability assessment of power systems", IEEE Trans. on Power Systems, Vol. 4, No.2, May, 1989, pp. 789-800.