Torque Analysis and Dynamic Performance Improvement of a PMSM for EVs by Skew Angle Optimization

In this paper, a permanent magnet synchronous machine (PMSM) for electric vehicles (EVs) is studied. Since EVs need to face some low speed road conditions, it is necessary to drive the machine to maintain a stable torque at low speed. The stator skew slot is often adopted to reduce torque ripple; ho...

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Published inIEEE transactions on applied superconductivity Vol. 29; no. 2; pp. 1 - 5
Main Authors Shi, Zhou, Sun, Xiaodong, Cai, Yingfeng, Yang, Zebin, Lei, Gang, Guo, Youguang, Zhu, Jianguo
Format Journal Article
LanguageEnglish
Published New York IEEE 01.03.2019
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
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ISSN1051-8223
1558-2515
DOI10.1109/TASC.2018.2882419

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Abstract In this paper, a permanent magnet synchronous machine (PMSM) for electric vehicles (EVs) is studied. Since EVs need to face some low speed road conditions, it is necessary to drive the machine to maintain a stable torque at low speed. The stator skew slot is often adopted to reduce torque ripple; however, it declines the output torque at same time. Besides, the difference between positive rotation performance and negative rotation performance, which caused by the skew slot are often ignored. Through the finite element analysis, the cogging torque and dynamic performance of the PMSM at different skew angle are studied. Moreover, the different influence of slot skew angle on positive and negative rotation performance is studied. Then, the optimum skew angle of the PMSM is studied through comprehensive consideration. Finally, the cogging torque of the prototype is verified to be less than 2N·m through the experiment.
AbstractList In this paper, a permanent magnet synchronous machine (PMSM) for electric vehicles (EVs) is studied. Since EVs need to face some low speed road conditions, it is necessary to drive the machine to maintain a stable torque at low speed. The stator skew slot is often adopted to reduce torque ripple; however, it declines the output torque at same time. Besides, the difference between positive rotation performance and negative rotation performance, which caused by the skew slot are often ignored. Through the finite element analysis, the cogging torque and dynamic performance of the PMSM at different skew angle are studied. Moreover, the different influence of slot skew angle on positive and negative rotation performance is studied. Then, the optimum skew angle of the PMSM is studied through comprehensive consideration. Finally, the cogging torque of the prototype is verified to be less than 2 N·m through the experiment.
In this paper, a permanent magnet synchronous machine (PMSM) for electric vehicles (EVs) is studied. Since EVs need to face some low speed road conditions, it is necessary to drive the machine to maintain a stable torque at low speed. The stator skew slot is often adopted to reduce torque ripple; however, it declines the output torque at same time. Besides, the difference between positive rotation performance and negative rotation performance, which caused by the skew slot are often ignored. Through the finite element analysis, the cogging torque and dynamic performance of the PMSM at different skew angle are studied. Moreover, the different influence of slot skew angle on positive and negative rotation performance is studied. Then, the optimum skew angle of the PMSM is studied through comprehensive consideration. Finally, the cogging torque of the prototype is verified to be less than 2N·m through the experiment.
Author Zebin Yang
Gang Lei
Jianguo Zhu
Zhou Shi
Youguang Guo
Xiaodong Sun
Yingfeng Cai
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Cites_doi 10.3390/en10121962
10.1109/TIA.2015.2416238
10.1109/TIA.2015.2429647
10.1109/TIE.2014.2321338
10.1109/TIE.2012.2232253
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10.1109/TEC.2016.2591925
10.1109/TIE.2017.2677320
10.1016/j.ymssp.2016.11.022
10.1109/TMECH.2018.2803148
10.1109/TIA.2016.2582119
10.1109/TMECH.2012.2202123
10.1109/TIE.2017.2745475
10.1109/TIA.2013.2293814
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lei (ref11) 2017; 10
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  article-title: A review of design optimization methods for electrical machines
  publication-title: Energies
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Snippet In this paper, a permanent magnet synchronous machine (PMSM) for electric vehicles (EVs) is studied. Since EVs need to face some low speed road conditions, it...
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SubjectTerms Cogging
Couplings
Electric vehicles
finite element analysis
Finite element method
Forging
Low speed
Permanent magnets
Product design
Rotation
Skew angle
Solid modeling
Synchronous machines
Three-dimensional displays
Torque
Torque measurement
torque ripple
Two dimensional displays
Title Torque Analysis and Dynamic Performance Improvement of a PMSM for EVs by Skew Angle Optimization
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