Border identification for power system security assessment using neural network inversion: An overview

Proceedings of the 2002 Congress on Evolutionary Computation, CEC 2002

Volumn 2, Issue , 2002, Pages 1075-1079

  Kassabalidis II, I N ^a   El Sharkawi, M A ^a   Marks, R J ^a  

^a University of Washington   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SCIENCE; EVOLUTIONARY ALGORITHMS;

INVERSION PROCEDURE; LARGE-SCALE POWER SYSTEMS; NEURAL NETWORK INVERSION; NONLINEAR DIFFERENTIAL EQUATION; OPERATING REGIONS; POWER SYSTEM SECURITY ASSESSMENT; PREVENTIVE CONTROL; SYSTEM TRANSFER FUNCTION;

DIFFERENTIAL EQUATIONS;

EID: 34248635345     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CEC.2002.1004392     Document Type: Conference Paper

References (20)

1. Russell D. Reed and Robert J. Marks II, "An Evolutionary Algorithm for Function Inversion and Boundary Marking" Proceedings of the IEEE International Conference on Evolutionary Computation, p. 794-797, November 26-30, 1995.
2. Ioannis N. Kassabalidis, M. A. El-Sharkawi, R. J. Marks II, Luciano S. Moulin, Alexandre P. Alves da Silva, "Dynamic Security Border Identification Using Enhanced Particle Swarm Optimization", IEEE Transactions on Power Systems, (in press)
3. C. A. Jcnsen, R. D. Reed, M. A. El-Sharkawi, and R. J. Marks II, "Location of operating points on the dynamic security border using constrained neural network inversion," in Proc. Int. Conf Intelligent Systems Applications to Power Systems, (ISAP'97),Seoul, Korea, July 1997.
4. Y. Mansour, A. Y. Chang, J. Tamby, E. Vaahcdi, M. A. El-Sharkawi, "Large Scale Dynamic Security Screening and Ranking Using Neural Networks". IEEE Transactions on Power Systems, Vol. 12, No. 2, May 1997.
5. A. B. R. Kumar, A. Ipakchi, V. Brandwajn, M. El-Sharkawi, G. Caulcy. "Neural Networks for Dynamic Security Assessment of Large-Scale Power Systems: Requirements Overview". Proceedings of the First International Forum on Applications of Neural Networks to Power Systems, 1991, pp. 65-71.
6. R. Marceau, R. Mailhot, F. Galiana, "A Generalized Shell for Dynamic Security Analysis in Operations Planning". IEEE Transactions on Power Systems, Vol. 8, No. 3, Aug. 1993, pp. 1098-1832.
7. K. Dcmaree, T. Athay, K. W. Cheung, Y. Mansour, E. Vaahedi, A. Y. Chang, B. R. Corns, B. W. Garrett, "An On-line Dynamic Security Analysis System Implementation". IEEE Transactions on Power Systems, Vol. 9, No. 4, Nov. 1994, pp. 1716-1722.
8. R. Aresi, B. Delfino, G. B. Denegri, S. Massucco, A. Morini, "A Combined ANN/Simulation Tool for Electric Power System Dynamic Security Assessment". IEEE Power Engineering Society Summer Meeting, 1999, Vol. 2, pp. 1303-1309.
9. R. J. Williams, "Inverting a connectionist network mapping by back propagation of error," in Proc. 8th Annu. Conf Cognitive Science Society. Hillsdale, NJ: Lawrence Erlbaum, 1986, pp. 859-865.
10. A. Linden and J. Kindermann, "Inversion of multilayer nets,"in Proc. Int. Joint Conf Neural Networks, vol. II, Washington, DC, 1989, pp. 425-430.
11. J. N. Hwang, C. H. Chan, and R. J. Marks II "Frequency selective surface design based on iterative inversion of neural networks," in Proc. Int. Joint Conf Neural Networks (IJCNN'90), vol. 1, San Diego, CA, 1990, pp. 39-44.
12. D. A. Hoskins, J. N. Hwang, and J. Vagriers, "Iterative inversion of neural networks and its application to adaptive control," IEEE Trans. Neural Networks. vol. 3,pp. 292-301,Mar. 1992.
13. Jensen, C. A.; Reed, R. D.; Marks, R. J.II; El-Sharkawi, M. A. ; Jacbyung Jung; Miyamoto, R. T. ; Anderson, G. M. ; Eggen, C. J. ,"Inversion of fcedfonvard ncural networks: Algorithms and applications", Proceedings of the IEEE, Volume: 87 Issue: 9, Sept. 1999 Page(s): 1536-1549
14. R. D. Reed, R. J. Marks II, C. A. Jensen, and M. A. El-Sharkawi, "A neural network inversion procedure," in Int. Joint Conf Neural Networks (IJCNN'98), Anchorage, AK, 1998.
15. Bao-Liang Lu; Kita, H.; Nishikawa, Y. ,"Inverting feedforward neural networks using linear and nonlinear programming", Neural Networks, IEEE Transactions on, Volume: 10 Issue: 6, Nov. 1999 Page(s): 1271-1290
16. R. D. Reed, R. J. Marks, Neural Smithing: Supervised Learning in Feedforward Artificial Neural Networks. MIT Press, 1999.
17. Russell Eberhart, Particle Swarm optimization, Proceedings IEEE International Conference on Neural Networks (Perth, Australia), IEEE Service Center, Piscataway, NJ, IV: 1942-1948, 1995
18. R. J. Marks II, "Alternating projections onto convex sets," in Deconvolution of images and Spectra, P. A. Jansson, Ed. San Diego, CA: Academic, 1997, pp. 476-501. Cognition. Cambridge, MA: MIT
19. C. A. Jensen, M. El-Sharkawi and R. J. Marks, Power System Security Assessment Using Neural Networks: Feature Selection Using Fisher Discrimination, IEEE Transaction on Power Systems, pp 757-763, Nov 200l,V0l l6,No4
20. Luciano S. Moulin, M. A. El-Sharkawi, R. J. Marks, Alexandre P. Alves da Silva, "Automatic Feature Extraction for Neural Network Based Power Systems Dynamic Security Evaluation". International Conference on Intelligent Systems Applied to Power Systems (ISAP2001 ),Budapest, Hungary, July 2001.