Adaptive discrete-time grid-voltage sensorless interfacing scheme for grid-connected DG-inverters based on neural-network identification and deadbeat current regulation

IEEE Transactions on Power Electronics

Volumn 23, Issue 1, 2008, Pages 308-321

  Mohamed, Yasser Abdel Rady Ibrahim ^a   El Saadany, Ehab F ^a  

^a UNIVERSITY OF WATERLOO   (Canada)

Author keywords

Deadbeat current control; Digital control; Distributed generation (DG); Grid voltage sensorless control; Neural network identification; Pulsewidth modulated (PWM) inverters

Indexed keywords

ADAPTIVE CONTROL SYSTEMS; DIGITAL CONTROL SYSTEMS; DISCRETE TIME CONTROL SYSTEMS; DISTRIBUTED POWER GENERATION; ELECTRIC CURRENT CONTROL; NEURAL NETWORKS; POWER CONTROL; PULSE WIDTH MODULATION;

DEADBEAT CURRENT CONTROL; DELAY COMPENSATION METHOD; GRID-VOLTAGE SENSORLESS CONTROL;

ELECTRIC INVERTERS;

EID: 38349001434     PISSN: 08858993     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPEL.2007.911879     Document Type: Article

References (40)

1. "Special issue on distributed power generation," IEEE Trans. Power Electron., vol. 19, no. 5, p. 1157, Sep. 2004.
2. F. Blaabjerg, Z. Chen, and S. B. Kjaer, "Power electronics as efficient interface in dispersed power generation systems," IEEE Trans. Power Electron., vol. 19, no. 5, pp. 1184-1194, Sep. 2004.
3. I. Agirman and V. Blasko, "A novel control method of a VSC without ac line voltage sensors," IEEE Trans. Ind. Appl., vol. 39, no. 2, pp. 519-524, Mar./Apr. 2003.
4. M. Malinowksi, M. P. Kazmierkowski, S. Hansen, F. Blaabjerg, and G. Marques, "Virtual flux based direct power control of three-phase PWM rectifiers," IEEE Trans. Ind. Appl., vol. 37, no. 4, pp. 1019-1027, Jul./Aug. 2001.
5. R. Espinoza, G. Joos, E. Araya, L. A. Moran, and D. Sbarbaro, "Decoupled control of PWM active-front rectifiers using only dc bus sensing," in Proc. IAS, Oct. 8-12, 2000, vol. 4, pp. 2169-2176.
6. S. Bhowmik, A. Van Zyl, R. Spec, and J. H. R. Enslin, "Sensorless current control for active rectifiers," IEEE Trans. Ind. Appl., vol. 33, no. 3, pp. 765-772, May/Jun. 1997.
7. T. Noguchi, H. Tomiki, S. Kondo, and I. Takahashi, "Direct power control of PWM converter without power-source voltage sensors," IEEE Trans. Ind. Appl., vol. 34, no. 3, pp. 473-479, May/Jun. 1998.
8. S. Hansen, M. Malinowski, F. Blaabjerg, and M. P. Kazmierkowski, "Sensorless control strategies for PWM rectifier," in Proc. APEC Feb. 6-10, 2000, vol. 2, pp. 832-838.
9. H. Bindnerand and P. Lundsager, "Integration of wind power in the power system," in Proc. IECON'02, Nov. 2002, vol. 4, pp. 3309-3316.
10. M. Liserre, R. Teodorescu, and F. Blaabjerg, "Stability of photovoltaic and wind turbine grid-connected inverters for a large set of grid impedance values," IEEE Trans. Power Electron., vol. 21, no. 1, pp. 263-272, Jan. 2006.
11. M. Calais, J. Myrzik, T. Spooner, and V. G. Agelidis, "Inverters for single-phase grid connected photovoltaic systems-an overview," in Proc. PESC'02, 2002, pp. 1995-2000.
12. K. P. Gokhale, A. Kawamura, and R. G. Hoft, "Dead beat microprocessor control of PWM inverter for sinusoidal output waveform synthesis," IEEE Trans. Ind. Appl., vol. IA-23, no. 5, pp. 901-909, Sep./Oct. 1987.
13. L. Ben-Brahim and A. Kawamura, "Digital current regulation of field oriented controlled induction motor based on predictive flux observer," in Proc. IEEE-IAS Annu. Meeting, 1990, pp. 607-612.
14. T. G. Habetler, "A space vector-based rectifier regulator for AC/DC/AC converters," IEEE Trans. Power Electron., vol. 8, no. 1, pp. 30-36, Jan. 1993.
15. H. L. Huy, K. Slimani, and P. Viarouge, "Analysis and implementation of a real-time predictive current controller for permanent-magnet synchronous servo drives," IEEE Trans. Ind. Electron., vol. 41, no. 1, pp. 110-117, Feb. 1994.
16. J. Mossoba and P. Lehn, "A controller architecture for high bandwidth active power filters," IEEE Trans. Power Electron., vol. 18, no. 1, pp. 317-325, Jan. 2003.
17. H. Abu-Rub, J. Guzinski, Z. Krzeminski, and H. A. Toliyat, "Predictive current control of voltage-source inverters," IEEE Trans. Ind. Electron., vol. 51, no. 3, pp. 585-593, Jun. 2004.
18. O. Kukrer, "Discrete-time current control of voltage-fed three-phase PWM inverters," IEEE Trans. Power Electron., vol. 11, no. 2, pp. 260-269, Mar. 1996.
19. D. G. Holmes and D. A. Martin, "Implementation of a direct digital predictive current controller for single and three phase voltage source inverters," in Proc. IEEE Ind. Appl. Annu. Meeting, 1996, pp. 906-913.
20. H.-T. Moon, H.-S. Kim, and M.-J. Youn, "A discrete-time predictive current control for PMSM," IEEE Trans. Power Electron., vol. 18, no. 1, pp. 464-472, Jan. 2003.
21. Y.-Y. Tzou and S.-Y. Lin, "Fuzzy-tuning current-vector control of a three-phase PWM inverter for high-performance AC drives," IEEE Trans. Ind. Electron., vol. 45, no. 5, pp. 782-791, Oct. 1998.
22. G. H. Bode, P. C. Loh, M. J. Newman, and D. G. Holmes, "An improved robust predictive current regulation algorithm," IEEE Trans. Ind. Appl., vol. 41, no. 6, pp. 1720-1733, Nov./Dec. 2005.
23. L. Springob and J. Holtz, "High-bandwidth current control for torqueripple compensation in PM synchronous machines," IEEE Trans. Ind. Electron., vol. 45, no. 5, pp. 713-721, Oct. 1998.
24. L. Malesani, P. Mattavelli, and S. Buso, "Robust dead-beat current control for PWM rectifiers and active filters," IEEE Trans. Ind. Appl., vol. 35, no. 3, pp. 613-620, May/Jun. 1999.
25. K. H. Kim, I. C. Baik, G.-W. Moon, and M.-J. Youn, "A current control for a permanent magnet synchronous motor with a simple disturbance estimation scheme," IEEE Trans. Control Syst. Technol., vol. 7, no. 5, pp. 630-633, Sep. 1999.
26. K. H. Kim and M. J. Yoon, "A simple and robust digital current control technique of a PM synchronous motor using time delay control approach," IEEE Tran. Power Electron., vol. 16, no. 1, pp. 72-82, Jan. 2001.
27. J. R. Noriega and H. Wang, "A direct adaptive neural-network control for unknown nonlinear systems and its application," IEEE Trans. Neural Networks, vol. 9, no. 5, pp. 27-34, Sep. 1998.
28. T. Fukuda and T. Shibata, "Theory and application of neural networks for industrial control system," IEEE Trans. Ind. Electron., vol. 39, no. 6, pp. 472-489, Dec. 1992.
29. G. C. Goodwin and K. S. Sin, Adaptive Filtering, Prediction, and Control. Englewood Cliffs, NJ: Prentice-Hall, 1994.
30. K. J. Astrom and B. Wittenmark. Adaptive Control. New York: Addison-Wesley, 1995.
31. IEEE Standard for Interconnecting Distributed Resources with Electric Power Systeins, IEEE Standard 1547-2003, Jul. 2003.
32. M. P. Kazmierkowski and L. Malesani, "Current control techniques for three-phase voltage-source PWM converters: A survey," IEEE Trans. Ind. Electron., vol. 45, no. 5, pp. 691-703, Oct. 1998.
33. B.-H. Kwon, T.-W. Kim, and J.-H. Youn, "A novel SVM-based hysteresis current controller," IEEE Trans. Power Electron., vol. 13, no. 2, pp. 297-307, Mar. 1998.
34. R. D. Lorenz and D. B. Lawson, "Performance of feed forward current regulator for field oriented induction machine controllers," IEEE Trans. Ind. Appl., vol. IA-23, no. 4, pp. 597-602, Jul./Aug. 1987.
35. D. N. Zmood and D. G. Holmes, "Stationary frame current regulation of PWM inverters with zero steady-state error," IEEE Trans. Power Electron., vol. 18, no. 3, pp. 814-822, May 2003.
36. S. Fukuda and R. Imamura, "Application of a sinusoidal internal model to current control of three-phase utility-interface converters," IEEE Trans. Ind. Electron., vol. 52, no. 2, pp. 420-426, Apr. 2005.
37. C. T. Rim, N. S. Choi, G. C. Cho, and G. H. Cho, "A complete DC and AC analysis of three-phase controlled-current PWM rectifier using circuit D-Q transformation," IEEE Trans. Power Electron., vol. 9, no. 4, pp. 390-396, Jul. 1994.
38. M. Sedighy, S. Dewan, and F. Dawson, "A robust digital current control method for active power filters," IEEE Trans. Ind. Appl., vol. 36, no. 4, pp. 1158-1164, Jul./Aug. 2000.
39. P. Vas, Artificial-intelligence-Based Electrical Machines and Drives: Application of Fuzzy, Neural, Fuzzy-Neural and Genetic-Algorithm-Based Techniques, Monographs in Electrical and Electronic Engineering. Oxford, U.K.: Oxford Univ. Press, 1999.
40. F. Blaabjerg, R. Teodorescu, M. Liserre, and A. V. Timbus, "Overview of control and grid synchronization for distributed power generation systems," IEEE Trans. Ind. Electron., vol. 53, no. 5, pp. 1398-1409, Oct. 2006.