Dealing with ill conditioning in recursive parameter estimation for a synchronous generator

IECON Proceedings (Industrial Electronics Conference)

Volumn , Issue , 2006, Pages 1089-1094

  Niño, Carlos E ^a   Velez Reyes, Miguel ^a  

^a UNIVERSITY OF PUERTO RICO   (Puerto Rico)

Author keywords

Conditioning analysis; Extended Kalman filter; Parameter estimation; Subset selection; Synchronous generator

Indexed keywords

CELLULAR RADIO SYSTEMS; CONTROL THEORY; ELECTRONICS INDUSTRY; ESTIMATION; EXTENDED KALMAN FILTERS; INDUSTRIAL ELECTRONICS; KALMAN FILTERS; METAL ANALYSIS; MODEL STRUCTURES; POSITION CONTROL; RECURSIVE FUNCTIONS; SYNCHRONOUS GENERATORS; SYNCHRONOUS MACHINERY; WAVE FILTERS;

ANNUAL CONFERENCE; CONDITIONING ANALYSIS; ESTIMATION PROBLEMS; EXTENDED KALMAN FILTER; EXTENDED KALMAN FILTER (EKF); ILL CONDITIONING; ITERATED EXTENDED KALMAN FILTER; LINEARIZED MODELS; LOW QUALITY DATA; PARAMETER IDENTIFICATIONS; RECURSIVE PARAMETER ESTIMATION; SIMULATION STUDIES; SUBSET SELECTION; SYNCHRONOUS GENERATOR; SYSTEM MODES;

PARAMETER ESTIMATION;

EID: 50249096392     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IECON.2006.348110     Document Type: Conference Paper

References (18)

1. IEEE Standard 115-1995 IEEE Guide: Test Procedures for Synchronous Machines, Part I-Acceptance and Performance Testing, Part II-Test Procedures and Parameter Determination for Dynamic Analysis.
2. Burth, M.: Verghese, G.C.; Velez-Reyes, M., "Subset selection for improved parameter estimation in on-line identification of a synchronous generator," IEEE Transactions on Power Systems, vol.14, no.1pp.218-225, Feb 1999.
3. Velez-Reyes, M.; Jauregui, L., "Conditioning analysis of parameter estimation in a synchronous generator," Proceedings of the 2001 IEEE International Electric Machines and Drives Conference (IEMDC 2001), vol., no.pp.285-291, 2001.
4. Vélez-Reyes M., Decomposed Algorithm for Parameter Estimation. Ph. D.Thesis, Massachusetts Institute of Technology, Cambridge,Massachusetts, 221 pp, 1992.
5. Polak A. "Indirect Measurements: Combining Parameter Selection with Ridge Regression" Measurement Science and Technology, Volume 12, Number 3, pp. 278-287, 2001.
6. P. Kundur, Power System Stability and Control. Mc Graw Hill, 1994.
7. Z.M Zhao, F.S. Zheng, J.D. Gao and L.Y. Xu, "A Dynamic on-Line Parameter identification and Full-scale Sysem Experimental Verification for Large Synchronous Machines , IEEE Trans. Energy Conversion, vol EC10, N3, pp 392-398 September 1995.
8. Jin-Cheng Wang; Hsiao-Dong Chiang; Chiang-Tsung Huang; Yung-Tien Chen; Chung-Liang Chang; ChiewYann Chiou, "On-line measurement-based model parameter estimation for synchronous generators: solution algorithm and numerical studies," IEEE Transactions on Energy Conversion, vol.9, no.2pp.337-343, Jun 1994.
9. Robet, P.P.; Gautier, M.; Bergmann, C., "Estimation of the synchronous drive electrical parameters," Proceedings of the 4th IEEE Conference on Control Applications, pp.514-519, 28-29 Sep 1995.
10. Karayaka, H.B.- Keyhani, A.; Agrawal, B.; Selin, D.; Heydt, G.T., "Identification of armature circuit and field winding parameters of large utility generators," Proceedings of the IEEE Power Engineering Society 1999 Winter Meeting, vol.1, no.pp.29-34 vol.1, 31 Jan-4 Feb 1999.
11. Pillutla, S.; Keyhani, A.; Kamwa, I., "Neural network observers for on-line tracking of synchronous generator parameters," IEEE Transactions on Energy Conversion, vol.14, no.1pp.23-30, Mar 1999.
12. Kyriakides, E.; Heydt, G.T.; Vittal, V., "On-line estimation of synchronous Generator parameters using a damper current observer and a graphic user interface," IEEE Transactions on Energy Conversion, vol.19, no.3pp. 499- 507, Sept. 2004.
13. Vermeulen, H.J.; Strauss, J.M.; Shikoana, V., "Online estimation of synchronous generator parameters using PRBS perturbations," IEEE Transactions on Power Systems, vol.17, no.3pp. 694- 700, Aug 2002.
14. Shakouri, H.; Karrari, M.; Malik, O.P., "Estimation of synchronous generator parameters using an adaptive parameter estimator," Proceedings of the IEEE Power Engineering Society General Meeting, vol., no.pp. 140-145, June 12-16, 2005.
15. E. Walter, and L Pronzato. Identification of Parametric Models, pp 111-113, Sringer Verlag, 1994
16. L. Jung, System Identification, Second Edition, pp 361-398, 1999.
17. Yin, J.; Syrmos, V.L.; Yun. D.Y.Y., "System identification using the extended Kaiman filter with applications to medical imaging," Proceedings of the 2000 American Control Conference, vol.5, no.pp.2957-2961 vol.5, 2000.
18. Arthur Gelb, ed., Applied Optimal Estimation, MIT Press, 1974.