On the Parameter Estimation of Linear Models of Aggregate Power System Loads

2003 IEEE Power Engineering Society General Meeting, Conference Proceedings

Volumn 4, Issue , 2003, Pages 2392-2397

  Knyazkin, Valery ^a   Cañizares, Claudio ^b   Söder, Lennart ^a  

^a ROYAL INSTITUTE OF TECHNOLOGY   (Sweden)

^b UNIVERSITY OF WATERLOO   (Canada)

Author keywords

Linear dynamic systems; Output error method; Parameter estimation; Power system load modeling; System identification

Indexed keywords

CONTROL EQUIPMENT; ELECTRIC LOADS; ELECTRIC POTENTIAL; ERROR ANALYSIS; IDENTIFICATION (CONTROL SYSTEMS); MATHEMATICAL MODELS; PARAMETER ESTIMATION; PROBABILITY;

LINEAR DYNAMIC SYSTEMS; OUTPUT ERROR METHOD; POWER SYSTEM LOAD MODELING;

ELECTRIC POWER SYSTEMS;

EID: 1542269237     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (16)

1. Analysis and Control of Power System Oscillations. CIGRE, Technical Report 38.01.07, December 1996.
2. D. Karlsson and D. Hill, "Modelling and identification of non-linear dynamic loads in power systems," IEEE Transactions on Power Systems, vol. 9, no. 1, pp. 157-166, February 1994.
3. C. Taylor, Power System Voltage Stability, ser. Power System Engineering. McCraw-Hill. Inc., 1994.
4. D. Hill, "Nonlinear Dynamic Load Models with Recovery for Voltage Stability Studies," IEEE Transactions on Power Systems, vol. 8, no. 1, pp. 166-176, February 1993.
5. "Load representation for dynamic performance analysis (of power systems)," IEEE Transactions on Power Systems, vol. 8, no. 8, pp. 472-482, May 1993.
6. "Bibliography on load models for power flow and dynamic performance simulation," IEEE Transactions on Power Systems, vol. 10, no. 1, pp. 523-538, February 1995.
7. L.G.Dias and M. El-Hawary, "Nonlinear parameter estimation experiments for static load modelling in electric power systems," IEE Proceedings on Generation, Transmission and Distribution, vol. 136, no. 2, pp. 68-77, March 1989.
8. Y. Makarov, V. Maslennikov, and D. Hill, "Revealing loads having the biggest influence on power system small disturbance stability," IEEE Transactions on Power Systems, vol. 11, no. 4, pp. 2018-2023, November 1996.
9. L. Ljung, System Identification - Theory for the User. Prentice Hall, Englewood Cliffs, N.J., 1987.
10. _, System Identification Toolbox. User's Guide. The Math-Works, Inc., 1997.
11. O. Nelles, Nonlinear system identification: from classical approaches to neural networks and fuzzy models. Berlin, Springer, 2001.
12. R. J. Vaccaro, Digital control: a state-space approach, ser. McGraw-Hill series in electrical and computer engineering. New York: McGraw-Hill, 1995.
13. R. H. J. M. Otten and L. P. P. P. van Ginneken, The Annealing Algorithm. Kluwer Academic Publishers, 1989.
14. Y.-H. Song and M. R. Irving, "Optimisation techniques for electrical power systems Part 2 Heuristic optimisation methods," IEE Power Engineering Journal, pp. 151-60, June 2001.
15. K. Sharman, "Maximum likelihood parameter estimation by simulated annealing," International Conference on Acoustics, Speech, and Signal Processing, pp. 2741-2744, April 1988.
16. L. Ingber, "Adaptive simulated annealing (ASA): lessons learned," Control and Cybernetics, vol. 25, no. 1, pp. 33-54, 1996.