Kohonen neural network classifier for voltage collapse margin estimation

Electric Machines and Power Systems

Volumn 25, Issue 6, 1997, Pages 607-619

  Chauhan, S ^a   Dave, M P ^a  

^a INDIAN INSTITUTE OF TECHNOLOGY ROORKEE   (India)

Author keywords

Nose curve; Self organization feature mapping; Voltage collapse; Voltage collapse margin

Indexed keywords

BACKPROPAGATION; ELECTRIC BREAKDOWN OF SOLIDS; ELECTRIC LOADS; MATHEMATICAL TRANSFORMATIONS; NEURAL NETWORKS; PARAMETER ESTIMATION;

KOHONEN NEURAL NETWORKS; NEWTON RAPHSON METHOD;

ELECTRIC POWER SYSTEMS;

EID: 0031186507     PISSN: 0731356X     EISSN: 15210502     Source Type: Journal    
DOI: 10.1080/07313569708955763     Document Type: Article

References (15)

1. Clark, H.K., 1990, New Challenge: Voltage Stability, IEEE Power Engineering Review, No. 4, pp. 33-37.
2. Gao, B., Morison, G.K., and Kundur, P., 1992, Voltage Stability Analysis Using Modal Analysis, IEEE Transactions on Power Systems, Vol. 7, pp. 1529-1542.
3. Iba, K., Suzuki, H., Egawa, M., and Watanabe, T., 1990, A Method for Finding a Pair of Multipal Load-flow Solutions in Bulk Power Systems, IEEE Transactions on Power Systems, vol. PWRS-5, pp. 582-591.
4. Iba, K., Suzuki, H., Egawa, M., and Watanabe, T., 1991, Calculation of Critical Loading Conditions with Nose Curve Using Homotopy Continuation Method, IEEE Transactions on Power Systems, vol. PWRS-6, pp. 584-593.
5. Kessel, P., and Glavitch, H., 1986, Estimating the Voltage Stability of a Power System, IEEE Transactions on Power Delivery, vol. PWRD-1, pp. 346-354.
6. Lachs, W.R., 1985, Dynamic Study of an Extreme System Reactive Power Deficit, IEEE Transactions on Power Apparatus and Systems, vol. PAS-104, pp. 2420-2426.
7. Lof, P.A., Smed, T., Anderson, G., and Hill D.J., 1992, Fast Calculation of Voltage Stability Index, IEEE Transactions on Power Systems, vol. PWRS-6, pp. 584-593.
8. Mori, H., Tamaru, Y, and Tsuzuki, S., 1992, An Artifical Neural-net Based Technique for Power System Dynamic Stability with Kohonen Model, IEEE Transactions on Power Systems, vol. PWRS-7, pp. 856-864.
9. Neibur, D., and Germond, A.J., 1992, Power System Static Security Assessment Using Kohonen's Neural Network Classifier, IEEE Transactions on Power Systems, vol. PWRS-7, pp. 865-872.
10. Overbye, T.J., and Demarco, C.L., 1991, Improved Techniques for Power System Voltage Stability Assessment Using Energy Methods, IEEE Transactions on Power Systems, vol. PWRS-6, pp. 1446-1452.
11. Pai, M.A., 1979, Computer Techniques in Power System Analysis, pp. 131-208, Tata McGraw-Hill, New Delhi.
12. Ritter, H., and Schulten, K., 1988, Convergence of Kohonen? s Topology Conserving Maps: Fluctuation, Stability and Dimension Selection, Biological Cybernetics, vol. 60, pp. 59-71.
13. Semiyen, A., Gao, B., and Janishchewsky, W., 1991, Calculation of the Extreme Loading Condition of a Power System for the Assessment of Voltage Stability, IEEE Transactions on Power Systems, vol. PWRS-7, pp. 307-315.
14. Suzuki, M., Wada, S., Sato, M., Asaono, T., and Kudo, Y., 1992, Newly Developed Security Monitoring System, IEEE Transactions on Power Systems, vol. PWRS-7, pp. 965-973.
15. Vonder, C M., 1973, Self-organization of Sensitive Cells in the Striate Convex, Kybernetic, vol. 14, pp. 85-100.