A neural network-based power system stabilizer using power flow characteristics

IEEE Transactions on Energy Conversion

Volumn 11, Issue 2, 1996, Pages 435-441

  Park, Young Moon ^a,b   Choi, Myeon Song ^a,b   Lee, Kwang Y ^a,c  

^a IEEE

^b Seoul National University   (South Korea)

^c The Pennsylvania State University   (United States)

Author keywords

Low frequency oscillation; Neural networks; Neuro PSS; Power flow characteristics; Power system stabilizer

Indexed keywords

ALGORITHMS; CIRCUIT OSCILLATIONS; CONTROL NONLINEARITIES; ELECTRIC LOAD FLOW; ELECTRIC POWER SYSTEM INTERCONNECTION; MATHEMATICAL MODELS; NEURAL NETWORKS; SYSTEM STABILITY;

GENERALIZED BACKPROPAGATION THOROUGH TIME ALGORITHM; LOW FREQUENCY OSCILLATION; NEURAL NETWORK BASED POWER SYSTEM STABILIZER; POWER FLOW CHARACTERISTICS;

ELECTRIC POWER SYSTEMS;

EID: 0030172392     PISSN: 08858969     EISSN: None     Source Type: Journal    
DOI: 10.1109/60.507657     Document Type: Article

References (15)

1. Yao-nan Yu, Electric Power System Dynamics, Academic Press, New York, pp. 114-118, 1983.
2. F. P. deMello and C. A. Concordia, "Concept of synchronous machine stability as affected by excitation control", IEEE Trans. on PAS, Vol. PAS-103, pp. 316-319, 1969.
3. W. G. Heffron and R. A. Phillips, "Effect of modern amplidyne voltage regulator on under excited operation of large turbine generators", Trans. on American Inst. Electrical Eng. Part 3 71, pp. 692-697, 1952.
4. K. T. Law, D. J. Hill and N. R. Godfrey, "Robust controller structure for coordinate power system voltage regulator and stabilizer design", IEEE. Trans. on Control Systems Technology, vol. 2, No.3, pp. 220-232, September 1994.
5. D. Nguyen and B. Widrow, "The truck backer-upper: An example of self-learning in neural networks", IEEE Control System Magazine, pp. 18-23, 1990.
6. Y. Iiguni and H. Sakai, "A nonlinear regulator design in the presence of system uncertainties using multilayered neural networks", IEEE Trans. on Neural Networks, Vol.3, No.4, pp. 410-417, July 1991.
7. C. C. Ku and K. Y. Lee, "Diagonal recurrent neural network for dynamic system control", IEEE Trans. on Neural Networks, Vol.6, pp. 144-156, Jan. 1995.
8. C. C. Ku, K. Y. Lee and R. E. Edward, "Improved nuclear reactor temperature control using diagonal neural networks", IEEE Trans. on Nuclear Science, vol. 39, pp. 2298-2308, December 1992.
9. Q. H. Wu, B.W. Hogg, and G.W. Irwin, "A neural network regulator for turbogenerators", IEEE Trans. on Neural Networks, Vol. 3, No. 1, Jan. 1992.
10. D. C. Kennedy and V. H. Quintana, "Neural network regulators for synchronous machines", American Control Conference. Vol. 5, pp. 131-136, 1993.
11. P. J. Werbos, "Backpropagation through time: What it does and how to do it", Proc. of IEEE, pp.1550-1560, Vol. 78, No. 10, Oct. 1990.
12. Stagg and El-Abiad, Computer Methods in Power System Analysis, McGraw-Hill, pp. 387, 1968.
13. T. E. Kostyniack, PSS/E Program Operation Manual, P.T.I., October 31, 1983.
14. K. J. Astrom and, B. Wittenmark, Computer Controlled Systems: Theory and Design, Prentice-Hall International, pp. 30-31, 1984.
15. M.R. Khaldi, A.K. Sarkar, K.Y. Lee, Y.M. Park, "The Modal Performance Measure for Parameter Optimization of Power System Stabilizers", IEEE. Trans. on Energy Conversion, Vol. 8, No.4, pp.660-666, Dec., 1993.