Maximizing wind turbine energy capture via extremum seeking control

2008 Proceedings of the ASME Dynamic Systems and Control Conference, DSCC 2008

Volumn , Issue PART B, 2009, Pages 1393-1400

  Creaby, Justin ^a   Li, Yaoyu ^a   Seem, John E ^b  

^a University of Wisconsin Milwaukee   (United States)

^b JOHNSON CONTROLS INC   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ABRUPT CHANGE; ANTI-WINDUP; ENERGY CAPTURE; EXTREMUM SEEKING CONTROL; OPTIMAL CONTROLS; OUTPUT POWER; PITCH ANGLE; SIMULATION RESULT; SPEED-UPS; STAIR-CASE; VARIABLE SPEED WIND TURBINES; WIND MEASUREMENT; WIND SPEED;

DYNAMIC PROGRAMMING; DYNAMICAL SYSTEMS; ELECTROSLAG PROCESS; ENGINES; HIGH PASS FILTERS; NONLINEAR CONTROL SYSTEMS; OPTIMIZATION; WIND TURBINES;

WIND POWER;

EID: 70349897678     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (48)

1. Bush, G.W., The Advanced Energy Initiative. 2006.
2. Democrats, Energy Independence: Investing in a Secure Future. 2007.
3. Johnson, K.E.P., L.Y. Balas, M.J. Fingersh, L.J., Control of variable-speed wind turbines: standard and adaptive techniques for maximizing energy capture. IEEE Control Systems Magazine, 2006. 26(3): p. 70-81.
4. D.L. Elliott, et al. Wind Energy Resource Atlas of the United States. 1986.
5. Leithead, W.E.a.C., B., Control of variable speed wind turbines: dynamic models International Journal of Control, 2000. 73(13): p. 1173-1188.
6. Kathryn E. Johnson, L.J.F., Mark J. Balas, and Lucy Y. Pao, Methods for Increasing Region 2 Power Capture on a Variable-Speed Wind Turbine. Journal of Solar Energy Engineering 2004. 126(4): p. 1092-1100
7. Leithead, W.E.a.C., B., Control of variable speed wind turbines: design task International Journal of Control, 2000. 73(10): p. 1189-1212.
8. W. Holley, S.R., & K. Chaney, Control of Variable Speed Wind Turbines Below Rated Wind Speed. Proceedings of ASMWJSME Joint Fluids Engineering Conference, San Francisco, 1999.
9. Senjyu, T., Sakamoto, R., Urasaki, N., Funabashi, T., Fujita, H. and Sekine, H., Output power leveling of wind turbine Generator for all operating regions by pitch angle control. IEEE Transaction on Energy Conversion, 2006. 21(2): p. 467-475.
10. Simms, D., S. Schreck, M. Hand and L.J. Fingersh, NREL Unsteady Aerodynamics Experiment in the NASA-Ames Wind Tunnel: A Comparison of Predictions to Measurements. NREL/TP-500-29494, 2001.
11. nd edition 2007.
12. Johnson, K.E., Adaptive Torque Control of Variable Speed Wind Turbines. Ph.D. Thesis, Univ. of Colorado at Boulder, 2004.
13. Bianchi, F.D., R.J. Mantz, C.F. Christiansen, Gain scheduling control of variable-speed wind energy conversion systems using quasi-LPV models. Control Engineering Practice, 2005. 13(2): p. 247-255.
14. Bianchi, F.D., H.D. Battista, R.J. Mantz, Wind Turbine Control Systems: Principles, Modeling and Gain Scheduling Design Springer, 2006.
15. Krstic, M. and H.-H. Wang, Stability of extremum seeking feedback for general nonlinear dynamic systems. Automatica, 2000. 36(4): p. 595-601.
16. Krstić, M., Performance improvement and limitations in extremum seeking control. Systems and Control Letters, 2000. 39(5): p. 313-326.
17. Rotea, M.A., Analysis of multivariable Extremum Seeking Algorithms. Proc. 2000 ACC,. 1: p. 433-437.
18. Komatsu, M., Miyamoto, H., Ohmori, H. and Sano, A., Output maximization control of wind turbine based on extremum control strategy. Proceedings of the 2001 American Control Conference 2001. 2: p. 1739-1740
19. Ishii, C., H. Hashimoto, and H. Ohmori, Modeling of variable pitch micro wind turbine and its output optimization control with adaptive extremum control scheme. Nippon Kikai Gakkai Ronbunshu, C Hen/Transactions of the Japan Society of Mechanical Engineers, Part C., 2003. 69(11): p. 3034-3040.
20. Jason M. Jonkman, M.L.B. J., FAST User's Guide. Technical Report NREL/EL-500-38230, 2005.
21. Leblanc, M., Sur I'electrification des Chemins de fer au Moyen de Courants Alternates de Frequence Elevee. Revue Generale de l'Electricite, 1922.
22. Sternby, J., Extremum Control Systems: An Area for Adaptive Control?, in Preprints of the Joint American Control Conference. 1980: San Francisco, CA.
23. Astrom, K.J. and B. Wittenmark, Adaptive control. 2nd ed. 1995, Reading, Mass.: Addison-Wesley. xvi, 574 p.
24. Tsien, H.S., Engineering cybernetics. 1954, New York,: McGraw-Hill, xii, 289p.
25. Choi, J. Y., et al., Extremum seeking control for discrete-time systems. IEEE-TAC, 2002. 47(2): p. 318-323.
26. Wang, H.H., M. Krstic, and G. Bastin, Optimizing bioreactors by extremum seeking. Int. J. of Adaptive Control and Signal Processing, 1999. 13(8): p. 651-669.
27. Wang, H.-H., S. Yeung, and M. Krstic, Experimental application of extremum seeking on an axial-flow compressor. IEEE Transactions on Control Systems Technology, 2000. 8(2): p. 300-309.
28. Banaszuk, A., Y. Zhang, and C.A. Jacobson. Adaptive control of combustion instability using extremum-seeking. in Proc. of the American Control Conference. 2000.
29. Binetti, P., et al., Control of formation flight via extremum seeking. Proceedings of the American Control Conference, 2002. 4: p. 2848-2853.
30. Wang, H.-H. and M. Krstic, Extremum seeking for limit cycle minimization. IEEE Transactions on Automatic Control, 2000. 45(12): p. 2432-2437.
31. Drakunov, S., et al., ABS control using optimum search via sliding modes. IEEE Transactions on Control Systems Technology, 1995. 3(1): p. 79-85.
32. Yu, H. and Ü. Özgüner. Extremum-seeking control strategy for ABS system with time delay, in Proceedings of the American Control Conference. 2002.
33. Yu, H. and Ü. Özgüner. Extremum-seeking control via sliding mode with periodic search signals. in Proceedings of the IEEE Conference on Decision and Control. 2002.
34. Speyer, J.L., et al. Extremum seeking loops with assumed functions. Proc. of the 2000 IEEE CDC.
35. Banavar, R.N., D.F. Chichka, and J.L. Speyer. Functional feedback in an extremum seeking loop. in Proceedings of the IEEE Conference on Decision and Control. 2001.
36. Banavar, R.N. Extremum seeking loops with assumed functions: Estimation and control. Proceedings of the American Control Conference. 2002.
37. Walsh, GC. On the application of multi-parameter extremum seeking control. In Proceedings of the American Control Conference. 2000.
38. Ariyur, K.B. and M. Krstić, Analysis and design of multivariable extremum seeking. Proceedings of the American Control Conference, 2002. 4: p. 2903-2908.
39. Ariyur, K.B. and M. Krstić, Real-time optimization by extremum-seeking control. 2003, Wiley Interscience.
40. Ariyur, K.B. and M. Krstić, Slope seeking and application to compressor instability control. Proceedings of the 2002 IEEE CDC, Vol. 4, 3690-3697.
41. Li, Y., et al., Extremum seeking control of a tunable thermoacoustic cooler. IEEE Transactions on Control Systems Technology, 2005. 13(4): p. 527-536.
42. Leyva, R., et al., MPPT of photovoltaic systems using extremum - Seeking control. IEEE Transactions on Aerospace and Electronic Systems, 2006. 42(1), 249-258.
43. Zhang, X.T., et al., Extremum-seeking nonlinear controllers for a human exercise machine. IEEE/ASME Transactions on Mechatronics, 2006. 11(2): p. 233-240.
44. Popovic, D., et al., Extremum seeking methods for optimization of variable cam timing engine operation. IEEE Transactions on Control Systems Technology, 2006. 14(3): p. 398-407.
45. Liu, J., G. Olsson, and B. Mattiasson, Extremum-seeking with variable gain control for intensifying biogas production in anaerobic fermentation. Water Science and Technology, 2006. 53(4-5): p. 35-44.
46. Beaudoin, J.F., et al., Bluff-body drag reduction by extremum-seeking control. Journal of Fluids and Structures, 2006. 22(6-7): p. 973-978.
47. Killingsworth, N.J. and M. Krstic, Pid tuning using extremum seeking: Online, model free-performance optimization. IEEE Control Systems Magazine, 2006. 26(1): p. 70-79.
48. Åström, K.J. and L. Rundqwist. Integrator windup and how to avoid it. in Proceedings of 1989 American Control Conference. 1989.