Stochastic inequality constrained closed-loop model-based predictive control of MW-class wind generating system in the electric power supply

IET Renewable Power Generation

Volumn 4, Issue 1, 2010, Pages 23-35

  Muhando, E B ^a   Senjyu, T ^a   Uchida, K ^a   Kinjo, H ^a   Funabashi, T ^b  

^a UNIVERSITY OF THE RYUKYUS   (Japan)

^b MEIDENSHA CORPORATION   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

CLOSED-LOOP MODEL; CONTROL OBJECTIVES; CONTROL REGION; CONVENTIONAL GENERATION; DOUBLY FED INDUCTION GENERATORS; DRIVE TRAIN; DYNAMIC LOADINGS; ELECTRIC POWER SUPPLY; ENERGY CAPTURE; EQUIPMENT RATINGS; FATIGUE LOADS; FIELD ORIENTED CONTROL; LINEAR PROPORTIONAL-INTEGRAL CONTROLLER; MODEL BASED PREDICTIVE CONTROL; OPTIMAL OPERATION; OUTPUT POWER; POWER LIMIT; RENEWABLE ENERGY SYSTEMS; STOCHASTICITY; SYSTEM FREQUENCY; TORSIONAL DYNAMICS; WIND GENERATING SYSTEM; WIND PROFILES; WIND SPEED;

ASYNCHRONOUS GENERATORS; ELECTRIC GENERATORS; ELECTRIC POWER SYSTEMS; INDUCTION MOTORS; MATLAB; PREDICTIVE CONTROL SYSTEMS; STOCHASTIC MODELS; WIND POWER;

MODEL PREDICTIVE CONTROL;

EID: 76449093059     PISSN: 17521416     EISSN: 17521424     Source Type: Journal    
DOI: 10.1049/iet-rpg.2007.0132     Document Type: Article

References (24)

1. Smith, J.C.: ' Winds of change: issues in utility wind integration ', IEEE Power Energy Mag., 2005, 3, (6), p. 20-25 1540-7977
2. Maciejowski, J.M.: ' Predictive control with constraints ', (Prentice-Hall, Harlow, UK, 2002)
3. Clark, D.W., Mohtadi, C., and Tuffs, P.S.: ' Generalized predictive control I: the basic algorithm ', Automatica, 1987, 23, (2), p. 137-148 0005-1098
4. Clark, D.W., Mohtadi, C., and Tuffs, P.S.: ' Generalized predictive control II: extensions and interpretations ', Automatica, 1987, 23, (2), p. 149-160 0005-1098 (Pubitemid 17600157)
5. Pike, A.W., Grimble, M.J., Johnson, M.A., Ordys, A.W., and Shakoor, S.: ' Predictive control ', Levine, W.S., The control handbook, (CRC and IEEE Press, 1996), Ch. 51, p. 805-814
6. Rawlings, J.B.: ' Tutorial overview of model predictive control ', IEEE Control Syst. Mag., 2000, p. 35-52 0272-1708
7. Lavoie, L., and Lautier, P.: ' Nonlinear predictive power controller with constraint for a wind turbine system ', IEEE Int. Sym. Industrial Electronics, July, 9-13, 2006, 1, p. 124-129
8. 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 Trans. Energy Convers., 2006, 21, (2), p. 467-475 10.1109/TEC.2006.874253 0885-8969 (Pubitemid 43811290)
9. Zhang, X., Xu, D., and Liu, Y.: ' Predictive functional control of a doubly fed induction generator for variable speed wind turbines ', Proc. IEEE-WCICA 5th World Congress on Intelligent Control & Automation, June, 15-19, 2004, 4, p. 3315-3319
10. Muhando, E.B., Senjyu, T., Kinjo, H., and Funabashi, T.: ' Extending the modeling framework for wind generation systems: RLS-based paradigm for performance under high turbulence inflow ', IEEE Trans. Energy Conv., 2009, 24, (1), p. 211-221 0885-8969
11. Hughes, F.M., Anaya-Lara, O., Jenkins, N., and Strbac, G.: ' Control of DFIG-based wind generation for power network support ', IEEE Trans. Power Syst., 2005, 20, p. 1958-1966 10.1109/TPWRS.2005.857275 0885-8950
12. Muhando, E.B.: ' Modeling-based design of intelligent control paradigms for modern wind power generating systems ', March, 2008, Doctoral, University of the Ryukyus
13. Cartwright, P., Holdsworth, L., Ekanayake, J.B., and Jenkins, N.: ' Coordinated voltage control strategy for a doubly-fed induction generator (DFIG)-based wind farm ', IEE Proc. Gener. Transm. Distrib., 2004, 151, p. 495-502 10.1049/ip-gtd:20040581 1350-2360
14. Holdsworth, L., Wu, X.G., Ekanayake, J.B., and Jenkins, N.: ' Direct solution method for initializing doubly-fed induction wind turbines in power system dynamic models ', IEE Proc. Gener. Transm. Distrib., 2003, 150, p. 334-342 10.1049/ip-gtd:20030245 1350-2360
15. Muhando, E.B., Senjyu, T., Yona, A., Kinjo, H., and Funabashi, T.: ' Disturbance rejection by dual pitch control and self-tuning regulator for wind turbine generator parametric uncertainty compensation ', IET Proc. Control Theory Appl., 2007, 1, (5), p. 1431-1404
16. Walker, D.N., Bowler, C.E.J., Jackson, R.L., and Hodges, D.A.: ' Results of subsynchronous resonance test at Mohave ', IEEE Trans., 1975, PAS-94, p. 1878-1885 0018-9510
17. Nguyen, T.T., and Gianto, R.: ' Optimisation-based control coordination of PSSs and FACTS devices for optimal oscillations damping in multi-machine power system ', IET Gener. Trans. Distrib., 2007, 1, (4), p. 564-573
18. Bellman, R.: ' On the theory of dynamic programming ', Proc. Nat. Acad. Sci. USA, 1952, 38, p. 716-719
19. Johnson, C.D.: ' Beyond Bellman's principle of optimality: the principle of "real-time optimality" RTO ', 37th, Southeastern Symp. System Theory, SSST'05, March, 20-22, 2005, p. 326-335
20. Sniedovich, M.: ' A new look at Bellman's principle of optimality ', J. Optim. Theory Appl., 1986, 49, (1), p. 161-176 0022-3239
21. Muhando, E.B., Senjyu, T., Urasaki, N., Yona, A., Kinjo, H., and Funabashi, T.: ' Gain scheduling control of variable speed WTG under widely varying turbulence loading ', Renew. Energy, 2007, 32, (14), p. 2407-2423 0960-1481
22. Stannard, N., and Bumby, J.R.: ' Performance aspects of mains connected small-scale wind turbines ', IEE Proc. Gener. Transm. Distrib., 2007, 1, (2), p. 348-356 1350-2360
23. Nichita, C., Luca, D., Dakyo, B., and Ceanga, E.: ' Large band simulation of the wind speed for real time wind turbine simulators ', IEEE Trans. Energy Convers., 2002, 17, (4), p. 523-529 10.1109/TEC.2002.805216 0885-8969
24. Leithead, W.E., DeLaSalle, S., and Reardon, D.: ' Role and objectives of control for wind turbines ', IEE Proc. Gener. Transm. Distrib., 1991, 138, (2), p. 135-148 1350-2360