Development of a FPGA based real-time power analysis and control for distributed generation interface

IEEE Transactions on Power Systems

Volumn 27, Issue 3, 2012, Pages 1343-1353

  Cardenas, Alben ^a   Guzman, Cristina ^a   Agbossou, Kodjo ^a  

^a UNIVERSITÉ DU QUÉBEC À TROIS RIVIÈRES   (Canada)

Author keywords

Artificial neural networks (ANNs); distributed power generation; harmonic analysis; power measurement; programmable logic arrays; total harmonic distortion

Indexed keywords

ACTIVE POWER; ADALINE; ADAPTIVE LINEAR NEURAL NETWORK; COMMERCIAL APPLICATIONS; CONTROL IMPLEMENTATION; DISTRIBUTED GENERATION INTERFACE; DISTRIBUTED GENERATION SYSTEM; EFFICIENCY AND RELIABILITY; EXPERIMENTAL EVALUATION; FPGA CIRCUITS; GRID-CONNECTED; HARDWARE STRUCTURES; HARMONICS AND REACTIVE POWER COMPENSATION; HIGH ORDER HARMONICS; NEW SOURCES; POWER ANALYSIS; POWER ELECTRONICS INTERFACE; POWER GRIDS; PROGRAMMABLE LOGIC ARRAY; REAL TIME ANALYSIS; RENEWABLE SOURCES; TOTAL HARMONIC DISTORTION (THD); VARIABLE FREQUENCIES; VOLTAGE SOURCE INVERTER;

ALGORITHMS; ELECTRIC POWER MEASUREMENT; GREENHOUSE GASES; HARDWARE; HARMONIC ANALYSIS; NEURAL NETWORKS; POWER CONTROL; POWER ELECTRONICS;

DISTRIBUTED POWER GENERATION;

EID: 84864279679     PISSN: 08858950     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPWRS.2012.2186468     Document Type: Article

References (36)

1. E. Santacana, G. Rackliffe, L. Tang, and X. Feng, "Getting smart," IEEE Power Energy Mag., vol. 8, pp. 41-48, Mar.-Apr. 2010.
2. E. O. Brigham, The Fast Fourier Transform and Its Applications. Englewood Cliffs, NJ: Prentice-Hall Int., 1988.
3. P. K. Dash and A. M. Sharxf, "A Kalman filtering approach for estimation of power system harmonics," in Proc. 3rd Int. Conf. Harmonics Power Syst., Nashville, IN, Sep. 28, 1988, pp. 34-40.
4. K. K. C. Yu, N. R. Watson, and J. Arrillaga, "An adaptive Kalman filter for dynamic harmonic state estimation and harmonic injection tracking," IEEE Trans. Power Del., vol. 20, no. 2, pp. 1577-1584, Feb. 2005. (Pubitemid 40573592)
5. H. J. N. Ndjana, P. Sicard, S. Lahaie, and E. Ngandui, "Auxiliary voltage sag ride-through system for adjustable-speed drives," in Proc. IEEE Int. Conf. Electric Mach. Drives, San Antonio, TX, May 15, 2005, pp. 450-457. (Pubitemid 44461346)
6. B. Subudhi and P. K. Ray, "Estimation of power system harmonics using hybrid RLS-ADALINE and KF-ADALINE algorithms," in Proc. IEEE Region 10 Conf., Singapore, Jan. 23-26, 2009, pp. 1-6.
7. F. J. Alcántara and P. Salmerón, "A new technique for unbalance current and voltage estimation with neural networks," IEEE Trans. Power Syst., vol. 20, no. 2, pp. 852-858, May 2005. (Pubitemid 40699716)
8. P. K. Dash, D. P. Swain, A. C. Liew, and S. Rahman, "An adaptive linear combiner for on-line tracking of power system harmonics," IEEE Trans. Power Syst., vol. 11, no. 4, pp. 1730-1735, Nov. 1996. (Pubitemid 126781336)
9. B. Widrow and M. A. Lehr, "30 years of adaptive neural networks: Perceptrons, madaline and backpropagation," Proc. IEEE, vol. 78, no. 9, pp. 1415-1442, Sep. 1990.
10. G. W. Chang, C.-I. Chen, and Y. F. Teng, "Radial-basis-function neural network for harmonic detection," IEEE Trans. Ind. Electron., vol. 57, no. 6, pp. 2171-2179, Jun. 2010.
11. P. Rodriguez, A. Luna, I. Candela, R. Mujal, R. Teodorescu, and F. Blaabjerg, "Multi-resonant frequency-locked loop for grid synchronization of power converters under distorded grid conditions," IEEE Trans. Ind. Electron., vol. 58, no. 1, pp. 127-138, Jan. 2011.
12. E. Lavopa, P. Zanchetta, M. Sumner, and F. Cupertino, "Real-time estimation of fundamental frequency and harmonics for active shunt power filters in aircraft electrical systems," IEEE Trans. Ind. Electron., vol. 56, no. 8, pp. 2875-2884, Aug. 2009.
13. E. Monmasson and M. N. Cirstea, "FPGA design methodology for industrial control systems-A review," IEEE Trans. Ind. Electron., vol. 54, no. 4, pp. 1824-1842, Apr. 2007. (Pubitemid 47097232)
14. S. Karimi, A. Gaillard, P. Poure, and S. Saadate, "FPGA-based realtime power converter failure diagnosis for wind energy conversion systems," IEEE Trans. Ind. Electron., vol. 55, no. 12, pp. 4299-4308, Dec. 2008.
15. S. Karimi, A. Gaillard, P. Poure, and S. Saadate, "Current sensor faulttolerant control for WECSwith DFIG," IEEE Trans. Ind. Electron., vol. 56, no. 11, pp. 4660-4670, Nov. 2009.
16. S. Karimi, P. Poure, and S. Saadate, "An HIL-based reconfigurable platform for design, implementation, and verification of electrical system digital controllers," IEEE Trans. Ind. Electron., vol. 57, no. 4, pp. 1226-1236, Apr. 2010.
17. L. Idkhajine, E. Monmasson, M. W. Naouar, A. Prata, and K. Bouallaga, "Fully integrated FPGA-based controller for synchronous motor drive," IEEE Trans. Ind. Electron., vol. 56, no. 10, pp. 4006-4017, Oct. 2009.
18. S. P. Valsan and K. S. Swarup, "High-speed fault classification in power lines: Theory and FPGA-based implementation," IEEE Trans. Ind. Electron., vol. 56, no. 5, pp. 1793-1800, May 2009.
19. A. Cardenas, C. Guzman, and K. Agbossou, "Real-time evaluation of power quality using FPGA-based measurement system," in Proc. IEEE Int. Symp. Ind. Electron., Bari, Italy, Jul. 4-7, 2010, pp. 2777-2782.
20. A. Cardenas, C. Guzman, and K. Agbossou, "FPGA implementation of fixed and variable frequency ADALINE schemes for grid-connected VSI synchronization," in Proc. IEEE Int. Symp. Ind. Electron., Gdansk, Poland, Jun. 27-30, 2011, pp. 1587-1594.
21. M. I. Marei, E. F. El-Saadany, and M. M. A. Salama, "Envelope tracking techniques for flicker mitigation and voltage regulation," IEEE Trans. Power Del., vol. 19, no. 4, pp. 1854-1861, Oct. 2004.
22. A. Cardenas, P. Sicard, and A. Chériti, "Multi-drive management system to mitigate voltage sags," Math. Comput. Simulation, vol. 81, no. 2, pp. 171-179, 2010.
23. D. O. Abdeslam, J.Mercklé, and P.Wire, "Adaline-based estimation of power harmonics," in Proc. Eur. Symp. Artif. Neural Networks, Bruges, Belgium, Apr. 27-29, 2005, pp. 571-576.
24. K. R. Valluvan and A. M. Natarajan, "Implementation of ADALINE algorithm on a FPGA for computation of total harmonic distortion of load current," ICGST-ACSE J., vol. 8, no. 2, pp. 35-41, 2008.
25. G. W. Chang, C.-I. Chen, and Q.-W. Liang, "A two-stage ADALINE for harmonics and interharmonics measurement," IEEE Trans. Ind. Electron., vol. 56, no. 6, pp. 2220-2228, Jun. 2009.
26. B. K. Bose, "Neural network applications in power electronics and motor drives-An introduction and perspective," IEEE Trans. Ind. Electron., vol. 54, no. 1, pp. 14-33, Jan. 2007. (Pubitemid 46444002)
27. S. He and X. Xu, "Hardware/software co-desing approach for an ADALINE based adaptive control system," J. Comput., vol. 3, no. 2, pp. 29-36, 2008. (Pubitemid 351338547)
28. R. El Shatshat, M. Kazerani, and M. M. A. Salama, "Multi converter approach to active power filtering using current source converters," IEEE Trans. Power Del., vol. 16, no. 1, pp. 38-45, Jan. 2001. (Pubitemid 32248459)
29. B. Singh and J. Solanki, "An implementation of an adaptive control algorithm for a three-phase shunt active filter," IEEE Trans. Ind. Electron., vol. 56, no. 8, pp. 2811-2820, Aug. 2009.
30. J. Vankka, "Methods of mapping from phase to sine amplitude in direct digital synthesis," IEEE Trans. Ultrason., Ferroelectr., Frequency Control, vol. 44, no. 2, pp. 526-534, Mar. 1997. (Pubitemid 127771237)
31. L. Cordesses, "Direct digital synthesis: A tool for periodic wave generation (part 1)," IEEE Signal Process. Mag., vol. 21, no. 4, pp. 50-54, 2004.
32. 1547-IEEE Standard for Interconnecting Distributed Resources With Electric Power Systems, IEEE Standards; in Standards Coordinating Committee 21 on Fuel Cells, Photovoltaics, Dispersed Generation, and Energy Storage, , Jul. 28, 2003.
33. "XUP Virtex-II Pro Development System-Hardware Reference Manual, UG069 (v1.2)," Xilinx Inc., Jul. 21, 2009.
34. "Virtex-II Pro and Virtex-II Pro X Platform FPGAs: Complete Data Sheet, DS083 (v4.7)," Xilinx Inc., Nov. 5, 2007.
35. "Characteristics and target values of the voltage supplied by Hydro-Québec transmission system," TransEnergie-HydroQuébec [Online]. Available: http://www.hydroquebec.com/transenergie/en/publications/ pdf/cib-tesec.pdf
36. Hydro-Québec, "Caractéristiques et cibles de qualité de la tension fournie par les réseaux moyenne et basse tension d'Hydro-Québec," 30012-01-02, Feb. 2001 [Online]. Available: http://www.hydroquebec. com/distribution/fr/publications/pdf/qualite-tension- fr.pdf, Dossier: 1003-02/0077, Available.