A new intelligent algorithm for online voltage stability assessment and monitoring

International Journal of Electrical Power and Energy Systems

Volumn 31, Issue 2-3, 2009, Pages 100-110

  Kamalasadan, S ^a   Thukaram, D ^b   Srivastava, A K ^c  

^a UNIVERSITY OF WEST FLORIDA   (United States)

^b INDIAN INSTITUTE OF SCIENCE   (India)

^c MISSISSIPPI STATE UNIVERSITY   (United States)

Author keywords

Artificial neural network; Feed forward neural networks; L index; Voltage stability assessment

Indexed keywords

BACKPROPAGATION; ELECTRIC POWER TRANSMISSION NETWORKS; POWER TRANSMISSION; STABILITY; SYSTEM STABILITY; VOLTAGE CONTROL; VOLTAGE STABILIZING CIRCUITS;

ARTIFICIAL NEURAL NETWORK; FEED FORWARD NEURAL NETWORKS; GLOBAL STABILITIES; IMPROVEMENT MEASURES; INTELLIGENT ALGORITHMS; L-INDEX; LOADING CONDITIONS; NEURAL NETS; NEW APPROACHES; OFF-LINE TRAININGS; POWER SYSTEM VOLTAGE STABILITIES; POWER SYSTEMS; REAL AND REACTIVE POWER; VOLTAGE STABILITIES; VOLTAGE STABILITY ASSESSMENT; VOLTAGE VECTORS;

NEURAL NETWORKS;

EID: 59649111847     PISSN: 01420615     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ijepes.2008.10.011     Document Type: Article

References (19)

1. Yorino N., Sasaki H., and Masuda Y. An investigation on voltage stability problems. IEEE Trans Power Syst 7 2 (1992) 600-607
2. Tamura Y. Relationship between voltage instability and multiple load flow solutions in electric power systems. IEEE Trans Power Syst PAS - 102 5 (1993) 1115-1125
3. Bansilal A., Thukaram D., and Parthasarathy K. Optimal reactive power dispatch algorithm for voltage stability improvement. Electr Power Energy Syst 18 7 (1996) 461-468
4. Lof P.A., Anderson G., and Hill D.J. Voltage stability indices of the stressed power system. IEEE Trans Power Syst 8 1 (1993) 326-335
5. Esaka T, Kataoka Y, Ohtaka T, Iwamoto S. Voltage stability preventive control using a new voltage stability index. In: International conference on power system technology, POWERCON, vol. 1; 2004. p. 344-9.
6. Zarate L.A.L., Castro C., Ramos J.L.M., and Ramos E.R. Fast computation of voltage stability security margins using nonlinear programming techniques. IEEE Trans Power Syst 21 1 (2006) 19-27
7. Dong F., Chowdhury B.H., Crow M.L., and Acar L. Improving voltage stability by reactive power reserve management. IEEE Trans Power Syst 20 1 (2005) 338-344
8. Ajjarapu V., and Christy C. The continuation power flow: a tool for steady state voltage stability analysis. IEEE Trans Power Syst 7 1 (1992) 416-423
9. Canizares C.A., DeSouza A.C.Z., and Quintana V.H. Comparison of performance indices for detection of proximity to voltage collapse. IEEE Trans Power Syst 11 3 (1996) 1441-1450
10. De Souza C.Z., Canizers C.A., and Quintana V.H. New techniques to speed up voltage collapse computations using tangent vectors. IEEE Trans Power Syst 12 3 (1997) 1380-1387
11. Thukaram D., Jenkins L., and Visakha K. Optimum allocation of reactive power for voltage stability improvement in AC-DC power systems. IEE Proc Gener Transm Distribut 153 2 (2006) 237-245
12. El-Keib A., and Ma X. Application of artificial neural networks in voltage stability assessment. IEEE Trans Power Syst 10 4 (1995) 1890-1896
13. La Scala M., Trovato M., and Torelli F. A neural network based method for voltage security monitoring. IEEE Trans Power Syst 11 3 (1996) 1332-1341
14. Srivastava L., Singh S.N., and Sharma J. Estimation of loadability margin using parallel self-organizing hierarchical neural network. Comput Electr Eng 26 (2000) 151-167
15. Pandit M., Srivastava L., and Sharma J. Fast voltage contingency selection using fuzzy parallel self-organizing hierarchical neural network. IEEE Trans Power Syst 18 2 (2003) 657-664
16. Dinavahi VR and Srivastava SC. ANN based voltage stability margin prediction. In: IEEE PES summer meeting, vol. 2; 2001. p. 1275-80.
17. Chakrabarti S, Jeyasurya B. On-line voltage stability monitoring using artificial neural network. In: Large engineering system conference on power engineering, LESCOPE; 2004. p. 71-5.
18. Alves da Silva AP. Overcoming limitations of NNs for on-line DSA. In: Proceedings of power engineering society general meeting, vol. 3; 2005. p. 2653-60.
19. Bansilal A, Thukaram D, Kashyap KH. Artificial neural network application to power system voltage stability improvement. In: Conference on convergent technologies for Asia-Pacific region. TENCON, vol. 1; 2003. p. 53-7.