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Research on High Fidelity Modeling Method and Iron Loss Estimation Method for Permanent Magnet Synchronous Motors
Technical Paper
2020-01-5188
ISSN: 0148-7191, e-ISSN: 2688-3627
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English
Abstract
High fidelity model of permanent magnet synchronous motors (PMSM) is of great importance to the research on the control of PMSM, as well as the development and test of motor control software. This paper briefly summarizes the high fidelity modeling methods of PMSM and the related difficulties such as accurate iron loss modeling, elaborating the modeling method based on finite element analysis (FEA) data or experimental data with motor currents as state variables. In order to calculate the iron loss accurately in the motor plant model, a high fidelity modeling method is proposed, which can comprehensively considers electromagnetic saturation, cross-coupling, and accurate iron loss obtained from FEA or experiment. A PMSM is modeled in Simulink using the proposed method and validated by FEA results, which verifies the effectiveness of the proposed method. In order to improve the accuracy of iron loss estimation and reduce the storage space required by the estimation method in the motor controller, several iron loss estimation methods are analyzed, which concludes that the method based on Steinmetz formula has the highest accuracy and the required storage space is acceptable, and the accuracy of cubic polynomial fitting is the second, with a small storage space required.
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Qiu, J., Wang, Z., Liu, P., and Fu, Z., "Research on High Fidelity Modeling Method and Iron Loss Estimation Method for Permanent Magnet Synchronous Motors," SAE Technical Paper 2020-01-5188, 2020, https://doi.org/10.4271/2020-01-5188.Data Sets - Support Documents
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References
- Chen , C. , Mohr , M. , and Diwoky , F. Modeling of the System Level Electric Drive Using Efficiency Maps Obtained by Simulation Methods SAE Technical Paper 2014-01-1875 2014 https://doi.org/10.4271/2014-01-1875
- Parasiliti , F. , Villani , M. , and Tassi , A. Dynamic Analysis of Synchronous Reluctance Motor Drives Based on Simulink® and Finite Element Model Proc. IEEE IECON 1516 1520 2006
- Herold , T. , Enno , L. , and Hameyer , K. System Simulation of a PMSM Servo Drive Using Field-Circuit Coupling IEEE Trans. Magn. 47 5 938 941 2011
- Di Leonardo , L. , Parasiliti , F. , Tursini , M. , and Villani , M. Transient Analysis of PM Synchronous Motor Drives by Finite Element Model Co-Simulation Proc. IEEE IECON 6834 6840 2013
- Liang , W. , Wang , J. , Lu , T. , and Fang , W. A New Method for Multiple Finite-Element Models in Cosimulation with Electrical Circuit Using Machine Multiloop Modeling Scheme IEEE Trans. Ind. Electron . 61 6583 6590 2014
- Goto , H. and Ichinokura , O. A New Analytical Model of IPM Motor Based on Magnetic Reluctance Matrix the XIX International Conference on Electrical Machines (ICEM) 1 4 2010
- Bracikowski , N. , Hecquet , M. , Brochet , P. , and Shirinskii , S. Multiphysics Modeling of a Permanent Magnet Synchronous Machine by Using Lumped Models IEEE Trans. Ind. Electron . 59 6 2426 2437 2012
- Zhang , K. , Sun , T. , Xie , G. , Zhang , J. et al. High-Fidelity Model for Interior Permanent Magnet Synchronous Machines Considering the Magnet Saturation and Spatial Harmonics Based on Deep Neural Network International Conference on Electrical Machines and Systems (ICEMS) 1 5 2019
- Sizov , G. , Ionel , D. , and Demerdash , N. Modeling and Parametric Design of Permanent Magnet AC Machines Using Computationally Efficient-Finite Element Analysis IEEE Trans. Magnetics 59 6 2403 2413 2012
- Liu , P. , Lin , N. , and Dinavahi , V. Integrated Massively Parallel Simulation of Thermo-Electromagnetic Fields and Transients of Converter Transformer Interacting with MMC in Multi-Terminal DC Grid IEEE Trans. Electromagn. Compat. 62 3 725 735 2019
- Kano , Y. , Watanabe , K. , Kosaka , T. , and Matsui , N. A Novel Approach for Circuit-Field-Coupled Time-Stepping Electromagnetic Analysis of Saturated Interior PM Motors IEEE Trans. Ind. Appl. 45 1325 1333 2009
- Ciceo , S. , Chauvicourt , F. , Gyselinck , J. , and Martis , C. A Comparative Study of System-Level PMSM Models with either Current or Flux-Linkage State Variables Used for Vibro-Acoustic Computation Proc. IEEE IEMDC 1881 1888 2019
- Weidenholzer , G. , Silber , S. , Jungmayr , G. , Bramerdorfer , G. et al. A Flux-Based PMSM Motor Model Using RBF Interpolation for Time-Stepping Simulations Proc. IEEE IEMDC 1418 1423 2013
- Chen , X. , Wang , J. , Sen , B. , Lazari , P. et al. A High-Fidelity, Computationally Efficient Model for Interior Permanent Magnet Machines Considering the Magnetic Saturation, Spatial Harmonics and Iron Loss Effect IEEE Trans. Ind. Electron. 62 7 4044 4055 2015
- Li , S. , Han , D. , and Sarlioglu , B. Modeling of Interior Permanent Magnet Machine Considering Saturation, Cross-Coupling, Spatial Harmonics and Temperature Effects IEEE Trans. Transp. Electrification 3 3 682 693 2017
- Mink , F. , Kubasiak , N. , Ritter , B. , and A. Binder Parametric Model and Identification of PMSM Considering the Influence of Magnetic Saturation Proc. IEEE OPTIM 444 452 2012
- Schultz , R.D. and Zhao , L. Coenergy Based Transient Model of Interior Permanent Synchronous Machines Industry Applications Society Annual Meeting, IEEE 1 7 2015
- Mellor , P.H. , Wrobel , R. , and Holliday , D. A Computationally Efficient Iron Loss Model for Brushless AC Machines that Caters for Rated Flux and Field Weakened Operation Proc. IEEE IEMDC 490 494 2009
- Goss , J. , Mellor , P.H. , Wrobel , R. , Staton , D.A. et al. The Design of AC Permanent Magnet Motors for Electric Vehicles: A Computationally Efficient Model of the Operational Envelope Proc. IET PEMD 1 6 2012
- Burress , T. 2012
- Burress , T. 2013
- Rogers , S. 2013
- Sato , Y. , Ishikawa , S. , Okubo , T. , Abe , M. et al. Development of High Response Motor and Inverter System for the Nissan LEAF Electric Vehicle SAE Technical Paper 2011-01-0350 2011 https://doi.org/10.4271/2011-01-0350
- Urasaki , N. , Senjyu , T. , and Uezato , K. Relationship of Parallel Model and Series Model for PMSM Including Iron Loss Proc. IEEE Annual Power Electronics Specialists Conference 2 788 793 2001
- Krishnan , R. Permanent Magnet Synchronous and Brushless DC Motor Drives Boca Raton, FL CRC Press/Taylor & Francis 2010