Neural network identification of power system transfer functions

IEEE Transactions on Energy Conversion

Volumn 11, Issue 1, 1996, Pages 104-110

  Gillard, D M ^a   Bollinger, K E ^a  

^a UNIVERSITY OF ALBERTA   (Canada)

Author keywords

Frequency response; Neural network; Oscillatory modes; System identification

Indexed keywords

ALGORITHMS; DAMPING; FREQUENCY RESPONSE; IDENTIFICATION (CONTROL SYSTEMS); NEURAL NETWORKS; ROBUSTNESS (CONTROL SYSTEMS); SELF TUNING CONTROL SYSTEMS; TRANSFER FUNCTIONS;

OSCILLATORY MODES; POWER SYSTEM STABILIZERS;

ELECTRIC POWER SYSTEMS;

EID: 0030107929     PISSN: 08858969     EISSN: None     Source Type: Journal    
DOI: 10.1109/60.486583     Document Type: Article

References (17)

1. K.E. Bollinger and W. Eric Norum, "Time Series Identification of Interarea and Local Generator Resonant Modes," IEEE/PES Winter Meeting, Jan. 1994, pp. 94 WM 180-0 PWRS/1-6.
2. L.X. Le and W.J. Wilson, "Synchronous Machine Parameter Identification: A Time Domain Approach," IEEE Transactions on Energy Conversion, vol. 3, no. 2, June 1988, pp. 241-248.
3. K.E. Bollinger, H.S. Khalil and W.E. Norum, "Practical Identification Techniques for Excitation Systems," CEA Spring Meeting, vol. 19, part 5, Mar. 1980, pp. 80-SP-170/1-15.
4. K.E. Bollinger, H.S. Khalil, L.C.C. Li and W.E. Norum, "A Method For On-line Identification of Power System Model Parameters in the Presence of Noise," IEEE Transactions on Power Apparatus and Systems, vol. 101, no. 9, Sep. 1982, pp. 3105-3111.
5. William Eric Norum. Multimode Damping of Synchronous Generator Transients Using Self-Tuning Control, PhD thesis, University of Alberta, Edmonton, Alberta, 1991.
6. K.J. Hunt, D. Sbarbaro, R. Zbikowski and P.J. Gawthrop "Neural Networks for Control Systems - A Survey," Automatica, vol. 28, no. 6, 1992, pp. 1083-1112.
7. D.R. Hush and B.G. Horne, "Progress in Supervised Neural Networks: What's New Since Lippman?," IEEE Signal Processing Magazine, Jan. 1993, pp. 8-39.
8. Siri Weerasooriya and M.A. El-Sharkawi, "Identification and Control of a DC Motor Using Back-Propagation Neural Networks," IEEE Transactions on Energy Conversion, vol. 6, no. 4, Dec. 1991, pp. 663-669.
9. Siri Weerasooriya and Mohamed A. El-Sharkawi, "Laboratory Implementation of a Neural Network Trajectory Controller for a DC Motor," IEEE Transactions on Energy Conversion, vol. 8, no. 1, Mar. 1993, pp. 107-113.
10. Y. Zhang, G.P. Chen, O.P. Malik and G.S. Hope, "An Artificial Neural Network Based Adaptive Power System Stabilizer," IEEE Transactions on Energy Conversion, vol. 8, no. 1, Mar. 1993, pp. 71-77.
11. Bernard Widrow and Michel Bilello, "Adaptive Inverse Control" Proceedings of the 1993 International Symposium on Intelligent Control, Aug. 1993, pp. TA1-8:30/1-6.
12. M.A. El-Sharkawi, A.A. El-Samahy and M.L. El-Sayed, "High Performance Drive of DC Brushless Motors Using Neural Network," IEEE Transactions on Energy Conversion, vol. 9, no. 2, June 1994, pp. 317-322.
13. D.E. Rumelhart, G.E. Hinton and R.J. Williams, "Learning Internal Representations By Error Propagation," Parallel Distributed Processing, volume 1: Foundations, Ch. 8, MIT Press, 1986, pp. 318-362.
14. James L. McClelland and David E. Rumelhart, Explorations in Parallel Distributed Processing: A Handbook of Models, Programs, and Exercises, MIT Press, Cambridge, 1988.
15. Julius S. Bendat and Allan G. Piersol, Random Data: Analysis and Measurement Procedures, Wiley-Interscicnce, New York, 1971.
16. K.E. Bollinger, A.K. Laha and R.A. Winsor, "System Models from Transient Stability Programs," In IEEE PICA, New Orleans, Proceedings, July 1976, pp. TP X11-6 330-334.
17. Kumpati S. Narendra and Kannan Parthasarathy, "Identification and Control of Dynamical Systems Using Neural Networks," IEEE Transactions on Neural Networks, vol. 1, no. 1, Mar. 1990, pp. 4-26.