Stand-still self identification of flux characteristics for SynRM using novel saturation approximating function and multiple linear regression

Accuracy of motor characterization has a fundamental role in dynamics, torque accuracy and efficiency of vector controlled Synchronous Reluctance Motor (SynRM) drives. Control performances and robustness in the whole speed/torque range, including the flux-weakening region, and in sensorless operation strongly rely on the knowledge of machine flux vs. current characteristics. A convenient flux saturation approximating function is proposed in this paper, together with an efficient parameters self-identification procedure. The adopted strategy is very simple and can be performed at standstill by injecting a proper voltage stimulus (current control is not involved), and does not require any additional hardware (motor can be either connected or disconnected from mechanical load). Nevertheless an excellent fitting for the flux curves on both axes is obtained, using reasonable memory and computational resources. These features make the technique very suitable to motor identification in industrial drives. Experimental results based on a commercial drive and two SynRM machines are reported to demonstrate the effectiveness of the proposal. Extensions of the method to the evaluation of the whole flux map (including cross-saturation effects) or to interior permanent magnet machines is also investigated and verified.

[1]  Sandro Calligaro,et al.  Self-Commissioning of Inverter Dead-Time Compensation by Multiple Linear Regression Based on a Physical Model , 2015, IEEE Transactions on Industry Applications.

[2]  Golub Gene H. Et.Al Matrix Computations, 3rd Edition , 2007 .

[3]  Pragasen Pillay,et al.  A Sizing Methodology of the Synchronous Reluctance Motor for Traction Applications , 2014, IEEE Journal of Emerging and Selected Topics in Power Electronics.

[4]  A. Tenconi,et al.  Identification of the magnetic model of permanent magnet synchronous machines using DC-biased low frequency AC signal injection , 2014 .

[5]  Sascha Kuehl,et al.  Measuring Magnetic Characteristics of Synchronous Machines by Applying Position Estimation Techniques , 2014, IEEE Transactions on Industry Applications.

[6]  Pragasen Pillay,et al.  A Mechanically Robust Rotor With Transverse Laminations for a Wide-Speed-Range Synchronous Reluctance Traction Motor , 2015, IEEE Transactions on Industry Applications.

[7]  Gene H. Golub,et al.  Matrix computations (3rd ed.) , 1996 .

[8]  Toni Tuovinen,et al.  Signal-injection-assisted full-order observer with parameter adaptation for synchronous reluctance motor drives , 2014 .

[9]  Thomas M. Jahns,et al.  Magnetic Model Self-Identification for PM Synchronous Machine Drives , 2015, IEEE Transactions on Industry Applications.

[10]  Alberto Tenconi,et al.  Identification of the Magnetic Model of Permanent-Magnet Synchronous Machines Using DC-Biased Low-Frequency AC Signal Injection , 2015, IEEE Transactions on Industry Applications.

[11]  Nicola Bianchi,et al.  A robust integrated starter/alternator drive adopting a synchronous reluctance machine for automotive applications , 2014, 2014 IEEE Transportation Electrification Conference and Expo (ITEC).

[12]  Federico Scapino,et al.  Cross-saturation in synchronous reluctance motors of the transverse-laminated type , 1998 .

[13]  Chris Gerada,et al.  Self-Commissioning of Interior Permanent- Magnet Synchronous Motor Drives With High-Frequency Current Injection , 2014 .

[14]  Gianmario Pellegrino,et al.  Experimental Identification of the Magnetic Model of Synchronous Machines , 2013, IEEE Transactions on Industry Applications.

[15]  Bernhard Piepenbreier,et al.  Identification of steady-state inductances of PMSM using polynomial representations of the flux surfaces , 2013, IECON 2013 - 39th Annual Conference of the IEEE Industrial Electronics Society.

[16]  Marco Ferrari,et al.  Design of Synchronous Reluctance Motor for Hybrid Electric Vehicles , 2015, IEEE Transactions on Industry Applications.

[17]  W. T. Villet,et al.  Hybrid Active-Flux and Arbitrary Injection Position Sensorless Control of Reluctance Synchronous Machines , 2015 .