Sensorless control of distributed power generators with the derivative-free nonlinear kalman filter

IEEE Transactions on Industrial Electronics

Volumn 61, Issue 11, 2014, Pages 6369-6382

  Rigatos, Gerasimos ^a   Siano, Pierluigi ^b   Zervos, Nikolaos ^a  

^a INDUSTRIAL SYSTEMS INSTITUTE   (Greece)

^b UNIVERSITY OF SALERNO   (Italy)

Author keywords

Derivativefree nonlinear Kalman Filtering; differential flatness theory; Distributed Power Generation; electric power grid; nonlinear control; Permanent Magnet Synchronous Generator; sensorless control

Indexed keywords

ALGEBRA; DISTRIBUTED POWER GENERATION; KALMAN FILTERS; LINEARIZATION; SYNCHRONOUS GENERATORS;

DERIVATIVE-FREE NONLINEAR KALMAN FILTERING; DIFFERENTIAL FLATNESS THEORIES; ELECTRIC POWER GRIDS; NON LINEAR CONTROL; PERMANENT MAGNET SYNCHRONOUS GENERATOR; SENSOR LESS CONTROL;

PERMANENT MAGNETS;

EID: 84902352794     PISSN: 02780046     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIE.2014.2300069     Document Type: Article

References (65)

1. G. Rigatos, P. Siano, and N. Zervos, "Derivative-free nonlinear Kalman filtering for PMSG sensorless control," in Mechatronics Engineering: Research Development and Education, M. Habib and P. Davis, Eds. London, U.K.: ISTE, 2012.
2. J. M. Guerrero, M. Chandorkar, T. L. Lee, and P. C. Loh, "Advanced control architectures for intelligent microgrids-Part I: Decentralized and hierarchical control," IEEE Trans. Ind. Electron., vol. 60, no. 4, pp. 1254-1262, Apr. 2013.
3. M. A. Zamani, T. S. Sidha, and A. Yazdani, "Investigations into the control and protection of existing distribution network to operate as a microgrid: A case study," IEEE Trans. Ind. Electron., vol. 61, no. 4, pp. 1904-1915, Apr. 2014.
4. L. Dong, Y. Zhang, and Z. Gao, "A robust decentralized load frequency controller for interconnected power systems," ISA Trans., vol. 51, no. 3, pp. 410-419, May 2012.
5. A. E. Leon, J. A. Solsona, and M. I. Valla, "Comparison among nonlinear excitation control strategies used for damping power system oscillations," Energy Convers. Manage., vol. 53, no. 1, pp. 55-67, Jan. 2012.
6. X. B. Chen, D. D. Siljiak, and S. S. Stankovic, "Decentralized H? design of automatic generation control," in Proc. IFAC 15thWorld Congr., Barcelona, Spain, 2002, p. 537.
7. A. E. Leon, J. M. Mauricio, and J. A. Solsona, "Multi-machine power system stability improvement using an observer-based nonlinear controller," Int. J. Elect. Power Syst. Res., vol. 89, pp. 202-214, Aug. 2012.
8. G. Damm, R. Marino, and R. Lamnabhi-Lagarrigue, "Adaptive nonlinear output feedback for stabilization and voltage regulation of power generators with unknown parameters," Int. J. Robust Nonlinear Control, vol. 14, no. 9/10, pp. 833-855, Jun./Jul. 2004.
9. K. Kalsi, J. Lian, and S. H. Zak, "Decentralized control of multi-machine power systems," in Proc. Amer. Control Conf., St. Louis, MO, USA, 2009, pp. 2122-2127.
10. G. Rigatos and P. Siano, "Design of robust electric power system stabilizer using Kharitonov's theorem," Math. Comput. Simul., vol. 82, no. 1, pp. 181-191, Sep. 2011.
11. L. Jiang, Q. H.Wu, and J. Y.Wen, "Decentralized nonlinear adaptive control for multimachine power systems via high-gain perturbation observer," IEEE Trans. Circuits Syst. I, Reg. Papers, vol. 51, no. 10, pp. 2052-2059, Oct. 2004.
12. G. Kenné, R. Gome, H. Nkwawo, F. Lamnabhi-Lagarrique, A. Arzandé, and J. C. Vannier, "An improved direct feedback linearization technique for transient stability enhancement and voltage regulation of power generators," Int. J. Elect. Power Energy Syst., vol. 32, no. 7, pp. 809-816, Sep. 2010.
13. W. Mielczarski, "Observing the state of a synchronous generator. Part 1. Theory," Int. J. Control, vol. 45, no. 3, pp. 987-1000, Mar. 1987. (Pubitemid 17552859)
14. W. Mielczarski, "Observing the state of a synchronous generator. Part 2. Applications," Int. J. Control, vol. 45, no. 3, pp. 1001-1021, Mar. 1987.
15. A. El Magri, F. Giri, G. Bensançon, A. El Fadili, L. Dagard, and F. Z. Chaoui, "Sensorless adaptive output feedback control of wind energy systems with PMS generators," Control Eng. Pract., vol. 21, no. 4, pp. 530-543, Apr. 2013.
16. J. Brahmi, L. Krichen, and A. Ouali, "A comparative study between three sensorless control strategies for PMSG in wind energy conversion systems," Appl. Energy, vol. 86, no. 9, pp. 1565-1573, Sep. 2009.
17. J. Machowski, S. Robak, J. W. Bialek, J. R. Bumby, and N. Abi-Samra, "Decentralized stability-enhancing control of synchronous generator," IEEE Trans. Power Syst., vol. 15, no. 4, pp. 1336-1344, Nov. 2000. (Pubitemid 32870247)
18. Q. Lu, S. Mei, W. Hu, F. F. Wu, Y. Ni, and T. Shen, "Nonlinear decentralized disturbance attenuation excitation control via new recursive design for multi-machine power systems," IEEE Trans. Power Syst., vol. 16, no. 4, pp. 729-736, Nov. 2001. (Pubitemid 33106120)
19. F. Okou, L. A. Dessaint, and O. Akhrif, "Power systems stability enhancement using a wide-area signals based hierarchical controller," IEEE Trans. Power Syst., vol. 20, no. 3, pp. 1465-1477, Aug. 2005. (Pubitemid 41300960)
20. R. Cortesao, J. Park, and O. Khatib, "Real-time adaptive control for haptic telemanipulation with Kalman active observers," IEEE Trans. Robot., vol. 22, no. 5, pp. 987-999, Oct. 2005. (Pubitemid 44604864)
21. R. Cortesao, "On Kalman active observers," J. Intell. Robot. Syst., vol. 48, no. 2, pp. 131-155, Feb. 2006. (Pubitemid 46198678)
22. A. Gupta and M. K. O. Malley, "Disturbance-observer-based force estimation for haptic feedback," Trans. ASME, J. Dyn. Syst., Meas. Control, vol. 133, no. 1, pp. 0145051-0145054, Dec. 2011.
23. R. Miklosovic, A. Radke, and Z. Gao, "Discrete implementation and generalization of the extended state observer," in Proc. Amer. Control Conf., Minneapolis, MN, USA, 2006, pp. 2209-2214. (Pubitemid 46531144)
24. M. T. Altifai, M. F. Hassan, and M. Zribi, "Decentralized load frequency controller for a multi-area interconnected power system," Elect. Power Energy Syst., vol. 33, no. 2, pp. 198-209, Feb. 2011.
25. D. Wu and K. Chen, "Design and analysis of precision active disturbance rejection control for noncircular turning process," IEEE Trans. Ind. Electron., vol. 56, no. 7, pp. 2746-2753, Jul. 2009.
26. G. Tian and Z. Gao, "Frequency response analysis of active disturbance rejection based control system," in Proc. 16th IEEE Int. Conf. Control Appl., Singapore, Oct. 2007, pp. 1595-1599. (Pubitemid 351635530)
27. N. Yadaiah and N. Venkata Ramara, "Linearization of multi-machine power system: Modelling and control-A survey," Int. J. Elect. Power Energy Syst., vol. 29, no. 4, pp. 297-311, May 2007. (Pubitemid 46074132)
28. 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. (Pubitemid 44593490)
29. M. A. Mahmoud, H. K. Rota, and M. J. Hussain, "Full-order nonlinear observer-based excitation controller design for interconnected power systems via exact linearization approach," Int. J. Elect. Power Syst., vol. 41, no. 1, pp. 54-62, Oct. 2012.
30. H. K. Khalil, Nonlinear Systems, 2nd ed. Upper Saddle River, NJ, USA: Prentice-Hall, 1996.
31. W. M. Lin, C. M. Hong, and F. S. Cheng, "On-line designed hybrid controller with adaptive observer for variable-speed wind generation system," Energy, vol. 35, no. 7, pp. 3022-3030, Jul. 2010.
32. L. Jiang, Q. H.Wu, C. Zhang, and X. X. Zhou, "Observer-based nonlinear control of synchronous generators with perturbation estimation," Int. J. Elect. Power Syst., vol. 23, no. 5, pp. 359-367, Jun. 2001. (Pubitemid 32372080)
33. J. De Leon Morales, K. Busawon, and S. Acha-Duza, "A robust observerbased controller for synchronous generators," Int. J. Elect. Power Syst., vol. 23, no. 3, pp. 195-211, Mar. 2001. (Pubitemid 32092928)
34. E. C. Anene, U. O. Aliya, J. Lévine, and G. K. Vemayagamoorthy, "Flatness-based feedback linearization of a synchronous machine model with static excitation and fast turbine valving," in Proc. IEEE Power Eng. Gen. Meet., Tampa, FL, USA, Jun. 2007, pp. 1-6.
35. S. Peresada, A. Tilli, and A. Tonielli, "Power control of a doubly fed induction machine via output feedback," Control Eng. Practice, vol. 12, no. 1, pp. 41-57, Jan. 2004. (Pubitemid 38098422)
36. A. C. Negrea, M. Imecs, I. I. Incze, A. Pop, and C. Szabo, "Error compensation methods in speed identification using incremental encoder," in Proc. Int. Conf. EPE Expo., Iasi, Romania, 2012, pp. 441-445.
37. R. M. Kennel, "Why do incremental encoders do a reasonably good job in electrical drives with digital control?" in Conf. Rec. 41st IEEE IAS Annu. Meeting, 2006, pp. 925-930. (Pubitemid 47514723)
38. G. G. Rigatos, Modelling and Control for Intelligent Industrial Systems: Adaptive Algorithms in Robotics and Industrial Engineering. NewYork, NY, USA: Springer-Verlag, 2011.
39. J. Lévine, "On necessary and sufficient conditions for differential flatness," Applicable Algebra Eng., Commun. Comput., vol. 22, no. 1, pp. 47-90, Jan. 2011.
40. M. Fliess and H. Mounier, "Tracking control and ?-freeness of infinite dimensional linear systems," in Dynamical Systems, Control, Coding and Computer Vision, G. Picci and D. S. Gilliam, Eds. Cambridge, MA, USA: Birkhaüser, 1999, pp. 41-68.
41. B. Laroche, P. Martin, and N. Petit, "Commande par platitude: Equations différentielles ordinaires et aux derivées partielles," Ecole Nat. Supérieure Tech. Avancées, Paris, France, 2007.
42. P.H. Martin and P. Rouchon, "Systèmes plats: Planification et suivi des trajectoires," in Journées X-UPS. Paris, France: École Mines Paris, Centre Automatique Systèmes, 1999.
43. H. Sira-Ramirez and S. Agrawal, Differentially Flat Systems. NewYork, NY, USA: Marcel Dekker, 2004.
44. J. Villagra, B. D.'Andrea-Novel, H. Mounier, and M. Pengov, "Flatnessbased vehicle steering control strategy with SDRE feedback gains tuned via a sensitivity approach," IEEE Trans. Control Syst. Technol., vol. 15, no. 3, pp. 554-565, May 2007. (Pubitemid 46746273)
45. T. Niknam and B. Firouzi, "A practical algorithm for distribution state estimation including renewable energy sources," Renew. Energy, vol. 34, no. 11, pp. 2309-2316, Nov. 2009.
46. S. S. Lin and S. C. Horng, "A more general parallel dual-type method and application to state estimation," Int. J. Elect. Power Syst., vol. 33, no. 3, pp. 799-804, Mar. 2011.
47. A. Del Angel, P. Geurts, D. Ernst, M. Glavic, and L. Wehenkel, "Estimation of rotor angles of synchronous machines using artificial neural networks and local PMU-based quantities," Neurocomputing, vol. 70, no. 1618, pp. 2668-2678, Oct. 2007. (Pubitemid 47308611)
48. Z. Huang, K. Schneider, and J. Nieplocha, "Feasibility studies of applying Kalman filter techniques to power system dynamic state estimation," in Proc. IPEC, 2007, pp. 376-382.
49. E. Ghahremani and I. Kamwa, "Dynamic state estimation in power system by applying the extended Kalman filter with unknown inputs to phasor measurements," IEEE Trans. Power Syst., vol. 26, no. 4, pp. 2556-2566, Nov. 2011.
50. L. Fan and Y. Wehbe, "Extended Kalman filtering based real-time dynamic state and parameter estimation using PMU data," Elect. Power Syst. Res., vol. 103, pp. 168-177, Oct. 2013.
51. G. G. Rigatos, "A derivative-free Kalman filtering approach to state estimation-based control of nonlinear dynamical systems," IEEE Trans. Ind. Electron., vol. 59, no. 10, pp. 3987-3997, Oct. 2012.
52. V. Galdi, A. Piccolo, and P. Siano, "Designing an adaptive fuzzy controller for maximum wind energy extraction," IEEE Trans. Energy Convers., vol. 23, no. 2, pp. 559-569, Jun. 2008. (Pubitemid 351728797)
53. E. Kamala and A. Aitouche, "Robust fault tolerant control of DFIG wind energy systems with unknown inputs," Renew. Energy, vol. 56, pp. 2-15, Aug. 2013.
54. M. Bassevile and I. Nikiforov, Detection of Abrupt Changes: Theory and Applications. Englewood Cliffs, NJ, USA: Prentice-Hall, 1993.
55. E. W. Kamen and J. K. Su, Introduction to Optimal Estimation. Berlin, Germany: Springer-Verlag, 1999.
56. G. G. Rigatos and S. G. Tzafestas, Extended Kalman Filtering for Fuzzy Modelling and Multi-Sensor Fusion, Mathematical and Computer Modelling of Dynamical Systems. New York, NY, USA: Taylor & Francis, 2007, pp. 251-266.
57. G. Rigatos and Q. Zhang, "Fuzzy model validation using the local statistical approach," Inst. Nat. Recherche Inf. Autom., Rennes, France, Publication Interne IRISA ,no 1417, 2001.
58. G. Rigatos, P. Siano, and N. Zervos, "A distributed state estimation approach to condition monitoring of nonlinear electric power systems," Asian J. Control, vol. 15, no. 3, pp. 849-860, May 2013.
59. G. Chen, L. Zhang, X. Cai, W. Zhang, and C. Yin, "Nonlinear control of the doubly fed induction generator by input-output linearizing strategy," in Electronics and Signal Processing, W. Hu, Ed. Berlin, Germany: Springer-Verlag, 2011, pp. 601-608.
60. F. Castelli-Dezza, M. F. Iocchetti, and P. Perini, "An observer for sensorless DFIM drives based on the natural fifth harmonic of the line voltage, without stator current measurements," IEEE Trans. Ind. Electron., vol. 60, no. 10, pp. 4301-4309, Oct. 2013.
61. D. Campos-Gaona, E. L. Moreno-Goytia, and O. Anaya-Lara, "Fault ride-through improvement of DFIG-NT by integrating a two-degrees-offreedom internal model control," IEEE Trans. Ind. Electron., vol. 60, no. 3, pp. 1133-1145, Mar. 2013.
62. A. Dendouga, R. Abdessemed, M. L. Bendaas, and A. Chaiba, "Decoupled active and reactive power control of a doubly-fed induction generator (DFIG)," in Proc. 15th Mediterranean Conf. Control Autom., Athens, Greece, Jul. 2007, pp. 1-5.
63. G. Rigatos, P. Siano, N. Zervos, and C. Cecati, "Derivative-free nonlinear Kalman filtering for control of three-phase voltage source converters," in Proc. 39th IEEE IECON, Vienna, Austria, Nov. 2013, pp. 7598-7603.
64. G. G. Rigatos, "Nonlinear Kalman filters and particle filters for integrated navigation of unmanned aerial vehicles," Robot. Auton. Syst., vol. 60, no. 7, pp. 978-995, Jul. 2012.
65. G. Rigatos, "Derivative-free distributed filtering for MIMO robotic systems under delays and packet drops," in International Journal of Advanced Robotic Systems, Y.-T. Wang, Ed. Intech Publications, 2013.