Modelling micro-turbines using Hammerstein models

International Journal of Energy Research

Volumn 29, Issue 9, 2005, Pages 841-855

  Jurado, Francisco ^a  

^a UNIVERSITY OF JAÉN   (Spain)

Author keywords

Gas turbines; Hammerstein systems; Nonlinear systems; Parameter estimation; System identification

Indexed keywords

ELECTRIC GENERATORS; ENGINES; MATHEMATICAL MODELS; PARAMETER ESTIMATION;

DISTRIBUTED GENERATORS; HAMMERSTEIN MODEL; PHYSICAL ENGINES;

TURBINES;

TURBINE;

EID: 21844476461     PISSN: 0363907X     EISSN: None     Source Type: Journal    
DOI: 10.1002/er.1102     Document Type: Article

References (36)

1. Aglén O. 2001. A high-speed generator for micro-turbines. Proceedings of 2001 International Conference on Electrical Engineering and Technology, Dar es Salaam, Tanzania.
2. Bai EW. 2002a. Identification of linear systems with hard input nonlinearities of known structure. Automatica 38: 853-860.
3. Bai EW. 2002b. A blind approach to the Hammerstein - Wiener model identification. Automatica 38:967-979.
4. Bauer D, Ninness B. 2000. Asymptotic properties of Hammerstein model estimates. Proceedings of IEEE Conference on Decision Control, Sydney, Australia, 2855-2860.
5. Billings SA, Fakhouri SY. 1978. Identification of a class of nonlinear systems using correlation analysis. Proceedings of the Institute of Electrical Engineers 125:691-697.
6. Boutayeb M, Rafaralahy H, Darouach M. 1996. A robust and recursive identification method for Hammerstein model. Proceedings of IFAC World Congress, San Francisco, CA, 447-452.
7. Chee-Mun Ong. 1998. Dynamic Simulation of Electric Machinery: Using MATLAB/Simulink. Prentice Hall: Englewood Cliffs, NJ.
8. Cohen H, Rogers GFC, Saravanamuttoo HIH. 1998. Gas Turbine Theory (4th edn). Longman: England.
9. Cottington RV, Pease CB. 1979. Dynamic response testing of gas turbines. ASME Journal of Engineering for Power 101:95-100.
10. Favoreel W, De Moor B. 1999. Subspace identification of bilinear systems. IEEE Transactions of Automatic Control 44:1157-1165.
11. Fawke AJ, Saravanamuttoo HIH, Holmes M. 1972. Experimental verification of a digital computer simulation method for predicting gas turbine dynamic behaviour. Institution of Mechanical Engineers Proceedings 186(27):323-329.
12. Fitchie JW, White SW, Cronshaw RH, Willcocks HJ. 1959. An experimental and theoretical study of the response of a two shaft turbojet subjected to small disturbances. National Gas Turbine Establishment (U.K.) Note NT 420, Oct.
13. Gardiner A. 1973. Frequency domain identification of nonlinear systems. 3rd IFAC Symposium on Identification System Parameter Estimation, The Netherlands, 831-834.
14. Greblicki W. 2000. Continuous-time Hammerstein system identification. IEEE Transactions of Automatic Control 45:1232-1236.
15. Hannett LN, Afzal Khan. 1993. Combustion turbine dynamic model validation from tests. IEEE Transactions on Power Systems 8 (1):152-158
16. Hannett LN, Jee G, Fardanesh B. 1995. A governor/turbine model for a twin-shaft combustion turbine. IEEE Transactions on Power Systems 10(1):133-140.
17. Hill DC. 1994. System identification of gas turbine engines. Ph.D. Dissertation. Birmingham University, Birmingham, U.K.
18. Hill DC. 1997. Identification of gas turbine dynamics: time-domain estimation problems. ASME Gas Turbine Conference, paper 97 GT-31.
19. Hung WW. 1991. Dynamic simulation of gas-turbine generating unit. IEE Proceedings C, 138(4):342-350.
20. Hussain A, Seifi H. 1992. Dynamic modeling of a single shaft gas turbine. Proceedings ot the IFAC Symposium on Control of Power Plants and Power Systems, Munich, Germany. Pergamon Press: Oxford, 43-48.
21. Jurado F, Ortega M, Cano A, Carpio J. 2002. Neuro-fuzzy controller for gas turbine in biomass-based electric power plant. Electric Power Systems Research Journal 60(3):123-135.
22. Kersting WH. 2001. Radial distribution test feeders. Proceedings of IEEE/PES Summer Meeting 2:908-912.
23. Krzyzak A. 1996. On nonparametric estimation of nonlinear dynamic systems by the Fourier series estimate. Signal Processing 52 :299-321.
24. Lawrence JON, Powell RD. 1957. The application of servomechanism analysis to fuel control problems. Proceedings of the Institute of Mechanical Engineers 172:439-469.
25. Levi EC. 1959. Complex curve fitting. IEEE Transactions of Automatic Control 4:37-43.
26. Ljung L. 1999. System Identification: Theory for the Users (2nd edn). Prentice-Hall: Upper Saddle River, NJ.
27. Narendra KS, Gallman PG. 1966. An iterative method for the identification of nonlinear systems using a Hammerstein model. IEEE Transactions of Automatic Control 11:546-550.
28. Pawlak M. 1991. On the series expansion approach to the identification of Hammerstein systems. IEEE Transactions of Automatic Control 36:763-767.
29. Pintelon R, Schoukens J. 2001. System Identification: A Frequency Domain Approach. IEEE Press: Piscataway, NJ.
30. Rangan S, Wolodkin G, Poolla K. 1995. Identification methods for Hammerstein systems. Proceedings of the Conference on Decision Control, New Orleans, LA, 697-702.
31. Rowen WJ. 1983. Simplified mathematical representations of heavy duty gas turbines. ASME Journal of Engineering for Power 105 (4):865-869.
32. Rowen WJ. 1988. Speedtronic Mark IV control system. Alsthom Gas Turbine Reference Library, AGTR 880.
33. Shobeiri T. 1987. Digital computer simulation of the dynamic operating behaviour of gas turbines. Brown Boveri Review (3).
34. Vandersteen G, Rolain Y, Schoukens J. 1997. Nonparametric estimation of the frequency-response function of the linear blocks of a Wiener - Hammerstein models. Automatica 33:1351-1355.
35. Voros J. 1997. Parameter identification of discontinuous Hammerstein systems. Automatica 33(6):1141-1146.
36. Westwick D, Kearney R. 2001. Separable least squares identification of nonlinear Hammerstein models: application to stretch reflex dynamics. Annals of Biomedical Engineering 29:707-718.