Stabilizing control of a high-order generator model by adaptive feedback linearization

IEEE Transactions on Energy Conversion

Volumn 18, Issue 1, 2003, Pages 149-156

  Fregene, Kingsley ^a   Kennedy, Diane ^b  

^a HONEYWELL TECHNOLOGY CENTER   (United States)

^b RYERSON UNIVERSITY   (Canada)

Author keywords

Adaptive control; Feedback linearizing control; Neural networks; Nonlinear control; Power system control

Indexed keywords

ADAPTIVE CONTROL SYSTEMS; ALGORITHMS; COMPUTER SIMULATION; CONTROL SYSTEM SYNTHESIS; DISCRETE TIME CONTROL SYSTEMS; FEEDBACK CONTROL; LINEAR CONTROL SYSTEMS; LINEARIZATION; MULTILAYER NEURAL NETWORKS; NONLINEAR CONTROL SYSTEMS; OPTIMIZATION; SYSTEM STABILITY;

ADAPTIVE FEEDBACK LINEARIZATION; BACKPROPAGATION ALGORITHM; FEEDBACK LINEARIZING CONTROL; HIGH-ORDER GENERATOR MODEL; LINEAR POLE-PLACEMENT CONTROL; NEURAL SYSTEM MODEL;

SYNCHRONOUS GENERATORS;

EID: 0037352537     PISSN: 08858969     EISSN: None     Source Type: Journal    
DOI: 10.1109/TEC.2002.808340     Document Type: Article

References (22)

1. D. Kennedy, D. Miller, and V. Quintana, "A nonlinear geometric approach to power system excitation control and stabilization," Elect. Power Energy Syst., vol. 20, no. 8, pp. 501-515, 1998.
2. F. K. Mak, "Design of nonlinear generator exciters using differential geometric control theories," in Proc. 31st IEEE Conf. Decision and Control, 1992, pp. 1149-1153.
3. J. W. Chapman, M. D. Ilić, C. A. King, L. Eng, and H. Kaufman, "Stabilizing a multimachine power system via decentralized feedback linearizing excitation control," IEEE Trans. Power Syst., vol. 8, pp. 830-839, Aug. 1993.
4. K. Fregene, "Neural Adaptive Feedback Linearizing Control of a High-Order Power System," M.S., Univ. Waterloo, Dept. Elect. and Computer Eng., Ont., Canada, 1999.
5. I. Kanellakopoulos, P. V. Kokotović, and A. S. Morse, "Systematic design of adaptive controllers for feedback linearizable systems," IEEE Trans. Automat. Contr., vol. 36, pp. 1241-1253, Nov. 1991.
6. M. Nøgaard, "Neural Network Based System Identification Toolbox," Technical Univ. Denmark, Dept. of Automation, 97-E-851, 1997.
7. D. Rumelhart, G. E. Hinton, and R. J. William, "Learning internal representations by error propagation," in Parallel Distributed Processin, D. E. Rumelhart and J. C. McClellan, Eds. Cambridge, MA: MIT Press, 1986, vol. 1.
8. F.-C. Chen and H. K. Khalil, "Adaptive control of a class of nonlinear discrete-time systems using neural network," IEEE Trans. Automat. Contr., vol. 40, pp. 791-801, May 1995.
9. V. S. S. Vankayala and N. D. Rao, "Artificial neural networks and their applications to power systems - A bibliographic survey," Elect. Power Syst. Res., vol. 28, pp. 67-79, 1993.
10. B. Changaroon, S. C. Srivastava, and D. Thukaram, "A nueral network based power system stabilizer suitable for on-line training - A practical case study for EGAT system," IEEE Trans. Energy Conversion, vol. 15, pp. 103-109, Mar. 2000.
11. Y. Zhang, O. P. Malik, and G. P. Chen, "Artificial neural network power system stabilizers in multi-machine power systems environment," IEEE Trans. Energy Conversion, vol. 10, pp. 147-155, Mar. 1995.
12. P. Shamsollahi and O. P. Malik, "An adaptive power system stabilizer using on-line trained neural networks," IEEE Trans. Energy Conversion, vol. 12, pp. 382-387, Dec. 1997.
13. T. Kobayashi and A. Yokoyama, "An adaptive neuro-control system of synchronous generator for power system stabilization," IEEE Trans. Energy Conversion, vol. 11, pp. 621-630, Sept. 1996.
14. J. He and O. P. Malik, "An adaptive power system stabilizer based on recurrent neural networks," IEEE Trans. Energy Conversion, vol. 12, pp. 413-418, Dec. 1997.
15. Y.-M. Park, M.-S. Choi, and K. Y. Lee, "A neural network-based power system stabilizer using power flow characteristics," IEEE Trans. Energy Conversion, vol. 11, pp. 435-441, June 1996.
16. E. Swidenbank, S. McLeone, D. Flynn, G. W. Irwin, M. D. Brown, and B. W. Hogg, "Neural network based control for synchronous generators," IEEE Trans. Energy Conversion, vol. 14, pp. 1673-1679, June 1999.
17. N. Hosseinzadeh and A. Kalam, "A rule-based power system stabilizer tuned by a neural network," IEEE Trans. Energy Conversion, vol. 14, pp. 773-779, Sept. 1999.
18. L. C. Min and L. Qing, "An enhanced adaptive neural network control scheme for power systems," IEEE Trans. Energy Conversion, vol. 12, pp. 166-174, June 1997.
19. P. Kundur, Power System Stability and Control. New York: McGraw-Hill, 1994.
20. A. Isidori, Nonlinear Control Systems, 2nd ed. New York: Springer-Verlag, 1989.
21. K. Funahashi, "On the approximate realization of continuous mappings by neural networks," Neural Networks, vol. 2, pp. 183-192, 1989.
22. IEEE Recommended Practice for Excitation Systems for Power System Stability Studies, IEEE Std. 421.5, 1992.