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Optimization of sensorless field-oriented control of an induction motor taking into account of magnetic saturation

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Abstract

This work deals with the optimization of sensorless field-oriented control of an induction motor taking into account of magnetic saturation effects. We propose a double optimization (in the point of view of dynamic and energetic performances) of sensorless field-oriented control of induction motor. This control is associated to a Luenberger type interconnected observers. Particle swarm optimization algorithm is used notably to determine the optimal gains of the observers as well as the optimal parameters of the regulators. This algorithm guarantees the stability and the global convergence of the system. The sensorless control takes into account all operating range of the machine (very low speed, low speed, high speed with or without load torque). Regarding the energetic optimization, the reference of the rotor flux is generated using another developed algorithm that permits us to dynamically determine the optimal rotor flux for each given value of motor load and speed. Numerical simulations are carried out each time to confirm theoretical predictions.

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References

  1. Traoré D, Leon JD, Glumineau A, Loron L (2007) Speed sensorless field-oriented of induction motor with interconnected observers: experimental test on low frequencies. IET Control Theory Appl 1(6):1681–1692

    Article  Google Scholar 

  2. Abdelkadher M, Mokthar Z, Nordine B, Soufyane C, Benharir N (2014) Controle Sans Capteur de Vitesse d’un moteur asynchrone basé sur l’approche du MRAS-mutuel avec flux rotorique orienté. Commun Sci Technol 14

  3. Aurora C, Ferrari (2004) A speed regulation of induction motors: an adaptive sensorless sliding mode control scheme. In: American control conference, pp 2586–2591

  4. Benlaloui I, Drid S, Chifri-Alaoui Ouriagli M (2015) Implementation of a new MRAS speed sensorless vector control of induction machine. IEEE Trans Energy Convers 30(2):588–595

    Article  Google Scholar 

  5. Abhisek P, Rakesh K, Sukanta D (2016) Sensorless speed control of induction motor driven electric vehicle using model reference adaptive controller. Energy Procedia 1(90):540–551

    Google Scholar 

  6. Hamid O, Fouad G, Abderrahim EF, Luc D (2010) Induction machine speed control with flux optimization. Control Eng Pract 1(18):55–66

    Google Scholar 

  7. Abderrahim E, Fouad G, Abdelmounime E, Rachid L, Fatima ZC (2014) Adaptative control strategy with reference optimization for sensorless induction motors. Control Eng Pract 26:91–106

    Article  Google Scholar 

  8. Ameid T, Menacer A, Talhaoui H, Harzelli, Ammar A (2016) Simulation and real-time implementation of sensorless field oriented control of induction motor at healthy state using rotor cage model and EKF. In: 8th international conference on modelling, identification and control, IEEE

  9. Mihai C, Altoona PS (2017) Development of a flux, speed and rotor time constant estimation scheme for the sensorless induction motor drive. In: IEEE international symposium on sensorless control for electrical drives

  10. Kandoussi Z, Zakaria B, Elbacha A, Abdelouahed T (2017) Sensorless control of induction motor drives using an improved MRAS observer. J Electr Eng Technol 12(4):1456–1470

    Google Scholar 

  11. Hamza F, Fateh K, Billel T, Abdelbaset L, Abdesslam B (2018) Sensorless field oriented control of current source inverter fed induction motor drive. Rev Roum Sci Techn Electrotech et Energ 63(1):100–105

    Google Scholar 

  12. Canudas C, Ramirez J (2000) Optimisation, discretisation et observateurs commande des moteurs asynchrones. HERMES Science Europe Ltd, Cachan Cedex, pp 49–110

    Google Scholar 

  13. Robert TN, Chiason J, Bodson M (1999) High performance motion control of an induction motor with magnetic saturation. IEEE Trans Control Syst Technol 7(3):315–327

    Article  Google Scholar 

  14. Leonard W (1985) Control of electric drives. Springer, Berlin

    Book  Google Scholar 

  15. Ouadi H, Giri F, Elfadili A, Dugard L (2009) Magnetic saturation effect in the achievement of wide speed range control for induction machine. In: IFAC PP&PSC

  16. Elmano M, José F, Resende M, Joao P (2011) A new control strategy with saturation effect compensation for an autonomous induction generator driven by wide speed range turbines. Energy Convers Manag 52:2142–2152

    Article  Google Scholar 

  17. Lorenz R, Novotny D (1990) Saturation effects in field-oriented induction machines. IEEE Trans Ind Appl 23(2):283–289

    Article  Google Scholar 

  18. Milan M, Petar L (2010) Mutual inductance variation influence on induction motor IFOC drive. Electronics 14(2):71–76

    Google Scholar 

  19. Petar L, Drago D, Gorazd S (2003) Impact of magnetic saturation on the steady-state operation of the controller induction motor. Elektrotechniski vestnik 4(70):190–195

    Google Scholar 

  20. Baba A, Mendes E, Razek A (1997) Losses minimisation of a field-oriented controlled induction machine by flux optimisation accounting for magnetic saturation. In: IEEE international electric machines and drives conference, pp 1–12

  21. Keyhani A, Tsai H (1989) Simulation of induction machines with saturable inductances. IEEE Trans Energy Convers 4(1):118–125

    Article  Google Scholar 

  22. Moradi MH, Khorazani PG (2008) A new matlab simulation of induction motor. In: AUPEC’08, pp 1–6

  23. Okoro O (2004) MATLAB simulation of an induction machine with saturable leakage and magnetizing inductances. Pac J Sci Technol 5(1):5–15

    Google Scholar 

  24. Oleh K, Bodson M, Jihong W (2017) Comparison of two magnetic saturation of induction machines and experimental validation. IEEE Trans Ind Electron 64(1):81–90

    Article  Google Scholar 

  25. Kennedy J, Eberhart R (1995) Particle swarm optimisation. In: Proceedings IEEE international conference neural networks, vol 4, pp 1942–1948

  26. Mona S (2015) Speed sensorless induction motors drive system using particle swarm optimisation. Int J Ind Electron Drives 2(4):226–233

    Article  Google Scholar 

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Authors and Affiliations

  1. Department of Physics, Faculty of Science, The University of Ngaoundere, PO Box 454, Ngaoundere, Cameroon

    Hiswe Fatamou, Effa Joseph Yves & Kenmoe Fankem Eric Duckler

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  1. Hiswe Fatamou
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  2. Effa Joseph Yves
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  3. Kenmoe Fankem Eric Duckler
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Correspondence to Effa Joseph Yves.

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Fatamou, H., Yves, E.J. & Duckler, K.F.E. Optimization of sensorless field-oriented control of an induction motor taking into account of magnetic saturation. Int. J. Dynam. Control 8, 229–242 (2020). https://doi.org/10.1007/s40435-018-00503-8

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  • DOI: https://doi.org/10.1007/s40435-018-00503-8

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