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Resistances estimation with an extended Kalman filter in the objective of real-time thermal monitoring of the induction machine

Resistances estimation with an extended Kalman filter in the objective of real-time thermal monitoring of the induction machine

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Estimation of both stator and rotor resistances are dealt with, in order to monitor the thermal behaviour of the induction machine in real time. For this, a reduced-order electrical model is presented and introduced in extended Kalman filters. An experimental set-up is described and resistance measurement difficulties are underlined. Experimental results and comparison of the different model extensions to meet accurate estimations are discussed.

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