States Estimation and Fault Detection of a Doubly Fed Induction Machine by Moving Horizon Estimation
This paper presents the estimation of the key parameters of a double fed induction machine (DFIM) by the use of the moving horizon estimator (MHE) for control and monitoring purpose. A study was conducted on the behavior of this observer in the presence of some faults which can occur during the operation of the machine. In the first case a stator phase has been suppressed. In the second case the rotor resistance has been multiplied by a factor. The results show a good estimation of different parameters such as rotor flux, rotor speed, stator current with a very small estimation error. The robustness of the observer was also tested in the practical case of DFIM by using another model different from the real one at a constant close. The very small estimation error makes the MHE a good software sensor candidate for monitoring purpose for the DFIM.
Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1316684Procedia APA BibTeX Chicago EndNote Harvard JSON MLA RIS XML ISO 690 PDF Downloads 334
 A. Dendouga, ''Control of the active and reactive powers of the double feeding asynchronous machine (DFIM)'', PhD thesis University of Batna, Algeria, 2010.
 G. Salloum, R. Mbayed, M. Pieterzak-David M. and B. De Forme, “Mixed Sensitivity H∞ Control of Doubly Fed Induction Motor’’, 1-4244-0755-9/07/$20.00, IEEE 2007, 3, p.1300-1304.
 A. L. Nemmour, R. Abdessamed, A. Khezzar, L. Louze and M. Boucherma ‘‘The Input Output Linearization Control Scheme for a Doubly-Fed Induction Motor Drive’’, 978-1-1736-0/08/$25.00’, IEEE, 2008, p.1-6.
 Chikouche, M. Tarik, Hadjri, Samir, Mezouar, Abdelkader, et al. Robust Speed Control of a Doubly Fed Induction Motor using State-Space Nonlinear Approach. Leonardo Journal of Sciences, 2013, vol. 1, no 12, p. 103-122.
 H. Bennani, ''Induction double feeding machine, Laws of control in steady state'', Master's thesis of Laval University Québec, 2011.
 S. Khojet EL KhiL, 'Vector control of a double-powered induction machine (DFIM), National Polytechnic Institute of Toulouse, 2006.
 H. Valdes-Gonzalez, ''Contribution to the moving horizon estimation by set methods: applications to the monitoring and detection of dysfunctions on bioprocesses.'' 2002. Doctoral thesis. University Joseph-Fourier-Grenoble I.
 M. S. Vicatos and A. J. Tegopoulos, ''A doubly-fed induction machine differential drive model for automobiles'', IEEE Transactions on Energy Conversion, vol. 18, No. 2, pp. 225- 230, June 2003.
 S. Drid, "Contribution to modeling and robust control of a double-fed oriented induction machine with optimization of the feeding structure: theory and experimentation", Doctorate thesis in Electrotechnics, University of Batna, Algeria, 2005.
 F. Poitiers, "Study and control of induction generators for the use of wind energy: induction cage with autonomous cage, induction machine with dual power supply connected to the network", doctorate thesis in Electronics and Electrical Engineering, Polytechnic school of Nantes University, France, 2003.
 D. Forchetti, G. Garcia, and M.I Valla M, «Vector control strategy for a doubly-fed standalone induction generator vector », IEEE Trans .Energy conversion, pp: 991-995, 2002.
 A. Boyette, "Regulation and control of a dual-power asynchronous generator with storage system for wind generation", PhD thesis in electrical engineering, Henri Poincaré University, Nancy I, 11, France, 2006.
 R. Pena, J.C. Clare and G. M. Asher, (1996). Doubly fed induction generator using back-to-back PWM converters and its application to variable-speed wind-energy generation. IEE Proceedings-Electric Power Applications, 143(3), 231-241.
 M. Smail et al, ''Modeling of a wind turbine conversion chain equipped with an induction double feeding machine'', ICESD'11 233 - 238, 2011.
 A. Boum, '' predictive control of a fluidized bed catalytic converter with estimation of key parameters'', doctoral thesis of the University of Lorraine, May 2014.
 R. Suwantong, "Development of the Moving Horizon Estimator with Pre-Estimation (MHEPE). Application to Space Debris Tracking during the Re-Entries". Automatic. Supelec, 2014. English.
 C. Rao, J. Rawlings and D. Mayne, (2003). "Constrained state estimation for nonlinear discrete-time systems: stability and moving horizon approximations". IEEE Transactions on Automatic Control, 48(2).
 C.C. Qu, and J. Hahn, (2009). "Computation of arrival cost for moving horizon estimation via unscented Kalman filtering". Journal of Process Control, 19(2):358–363.
 A. Alessandri, M. Baglietto and G. Battistelli, (2005). "Robust receding-horizon estimation for discrete-time linear systems in the presence of bounded uncertainties". In 44th IEEE Conference on Decision and Control, 2005 and 2005 European Control Conference. CDC-ECC ’05, pages 4269–4274.
 T. Polóni, B. Rohaľ-ilkiv.and T.A Johansen T. "Moving Horizon Estimation for Integrated Navigation Filtering". IFAC Papers Online, 2015.
 J.L. Rawlings, B. James, W. HU, et al. "Robust stability of moving horizon estimation under bounded disturbances". IEEE Transactions on Automatic Control, 2016, vol. 61, no 11, p. 3509-3514.
 R. Schneider and W. Marquardt., (2016). "Convergence and stability of a constrained partition-based moving horizon estimator". IEEE Transactions on Automatic Control, 61(5), 1316-1321.