Calibration Techniques of Electrical Machines Thermal Models

Thermal analysis is a key aspect in electrical machine design and in particular for those operating with severe duty where a high-reliability thermal analysis is required. This paper presents a comprehensive analysis of techniques for calibrating generic thermal model of electrical machines. The proposed approach combines two existing experimental methods commonly used in thermal testing of electrical devices. The first method uses a short-duty transient excitation to derive the winding thermal parameters, whereas the second method uses a steady-state excitation to inform thermal parameters related with heat transfer across from the winding body into the machine periphery. Both testing methods are based on a well-defined heat source provided by a dc excitation. In contrast, the existing methods for calibrating thermal models usually combine the winding thermal data predictions and a set of experimentally derived temperatures from dc tests. Such approach however, might be inadequate if not supported by experimental data with a sufficient number of test points. This frequently leads to an under-defined calibration process, with several unknown factors, each of which has a significant impact on the reliability of temperature predictions. The main advantage of proposed approach is the combination of the short-transient and steady-state testes that allows reducing the number of free parameters and it provides a more systematic calibration process. In addition, a detailed test procedure for generic thermal model calibration is presented and discussed.

[1]  Luca Papini,et al.  Analytical Thermal Model for Fast Stator Winding Temperature Prediction , 2017, IEEE Transactions on Industrial Electronics.

[2]  J. Poza,et al.  Thermal test procedure and analytical model calibration method for electrical machines , 2013, 2013 IEEE Workshop on Electrical Machines Design, Control and Diagnosis (WEMDCD).

[3]  Andrea Cavagnino,et al.  Experimental Characterization of a Belt-Driven Multiphase Induction Machine for 48-V Automotive Applications: Losses and Temperatures Assessments , 2016, IEEE Transactions on Industry Applications.

[4]  Marco Cossale,et al.  Thermal conductivity evaluation of fractional-slot concentrated winding machines , 2016 .

[5]  Andrea Cavagnino,et al.  Conjugate Heat Transfer Analysis of Integrated Brushless Generators for More Electric Engines , 2014 .

[6]  Rafal Wrobel,et al.  Experimentally Calibrated Thermal Stator Modeling of AC Machines for Short-Duty Transient Operation , 2017, IEEE Transactions on Industry Applications.

[7]  A. Boglietti,et al.  Determination of Critical Parameters in Electrical Machine Thermal Models , 2007 .

[8]  Andrea Cavagnino,et al.  Thermal analysis of TEFC induction motors , 2003, 38th IAS Annual Meeting on Conference Record of the Industry Applications Conference, 2003..

[9]  Rafal Wrobel,et al.  Experimental calibration in thermal analysis of PM electrical machines , 2016, 2016 IEEE Energy Conversion Congress and Exposition (ECCE).

[10]  Andrea Cavagnino,et al.  Modern Heat Extraction Systems for Power Traction Machines—A Review , 2016, IEEE Transactions on Industry Applications.

[11]  Thomas M. Jahns,et al.  Coupled electromagnetic-thermal analysis of electric machines including transient operation based on finite element techniques , 2013, 2013 IEEE Energy Conversion Congress and Exposition.

[12]  Leon S. Lasdon,et al.  Design and Testing of a Generalized Reduced Gradient Code for Nonlinear Programming , 1978, TOMS.

[13]  K. Pullen,et al.  Measurement of stator heat transfer in air-cooled axial flux permanent magnet machines , 2009, 2009 35th Annual Conference of IEEE Industrial Electronics.

[14]  Joachim Bocker,et al.  A low-order thermal model for monitoring critical temperatures in permanent magnet synchronous motors , 2014 .

[15]  Andrea Cavagnino,et al.  A simplified thermal model for variable speed self cooled industrial induction motor , 2002 .

[16]  Boglietti Aldo,et al.  Thermal conductivity evaluation of fractional-slot concentrated winding machines , 2016 .

[17]  R. Wrobel,et al.  Experimentally Calibrated Thermal Stator Modeling of AC Machines for Short-Duty Transient Operation , 2017, IEEE Transactions on Industry Applications.

[18]  Oskar Wallmark,et al.  Evaluation of Impregnation Materials for Thermal Management of Liquid-Cooled Electric Machines , 2014, IEEE Transactions on Industrial Electronics.

[19]  Enrico Carpaneto,et al.  Stator Winding Thermal Conductivity Evaluation: An Industrial Production Assessment , 2016 .

[20]  Andrea Cavagnino,et al.  TEFC Induction Thermal Models: A Parameters Sensitivity Analysis , 2004 .

[21]  Andrea Cavagnino,et al.  Evolution and Modern Approaches for Thermal Analysis of Electrical Machines , 2009, IEEE Transactions on Industrial Electronics.

[22]  Joachim Bocker,et al.  Global Identification of a Low-Order Lumped-Parameter Thermal Network for Permanent Magnet Synchronous Motors , 2016, IEEE Transactions on Energy Conversion.