Generic machine identification and maximum efficiency operation of induction machines
For engineers designing induction motor drives, this method provides a practical, sensorless way to achieve maximum efficiency across operating points, covering nonlinear effects often neglected.
The paper proposes a generic method for identifying induction machine parameters from steady-state measurements in the rotor flux oriented dq-frame, enabling maximum efficiency per torque (MEPT) look-up tables without a torque sensor. The method achieves comparable efficiency to sensor-based approaches and allows quantitative comparison of V/Hz and field-oriented control.
This paper proposes an advanced machine identification method for inverter fed squirrel-cage induction machines, based on steady-state measurements in the rotor flux oriented dq-reference frame. The measured machine maps are used to extract maximum efficiency per torque (MEPT) look-up tables, which guarantee the maximum achievable efficiency in every operating point. Furthermore, it is shown, that comparable results can be achieved, even without a torque sensor. The main advantage of the described method is its generality, which implicitly covers magnetic saturation, iron losses and other nonlinear effects that are typically neglected or approximated by complex models. Finally, the efficiencies of V/Hz and field-oriented control (FOC) are calculated for different speeds and load torques, allowing for quantitative assessment and comparison of both methods.