Extended Kalman Filter Based Inductance Estimation for Dual Three-Phase Permanent Magnet Synchronous Motors Under the Single Open-Phase Fault

被引:24
作者
Li, Wenlong [1 ]
Feng, Guodong [2 ]
Li, Ze [3 ]
Toulabi, Mohammad Sedigh [3 ]
Kar, Narayan [3 ]
机构
[1] Nanjing Univ Sci & Technol, Sch Automat, Nanjing 210094, Peoples R China
[2] Sun Yat Sen Univ, Sch Intelligent Syst Engn, Guangzhou 510275, Peoples R China
[3] Univ Windsor, Dept Elect & Comp Engn, Windsor, ON N9B 3P4, Canada
关键词
Synchronous motors; Torque; Estimation; Mathematical models; Inductance; Parameter estimation; Fault tolerant systems; Dual three-phase; extended Kalman filter; inductance estimation; multi-synchronous-rotating frame; nonlinearity; open-phase fault; PMSM; PARAMETER-ESTIMATION; MACHINES; IDENTIFICATION; PMSM;
D O I
10.1109/TEC.2021.3129283
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Dual three-phase permanent magnet synchronous motors (DTP-PMSMs) feature a satisfactory capability of the fault-tolerant operation due to the inherent multiphase configuration. To improve the control performance of the DTP-PMSMs under the open-phase fault, accurate inductances are critical. This paper presents an extended Kalman Filter (EKF) based inductance estimation strategy for DTP-PMSMs with one phase opened. Firstly, the multi-synchronous-rotating frame (MSRF) based DTP-PMSMs modeling under the single open-phase fault is presented. Secondly, the system space-state model and proposed EKF based estimation algorithm considering inverter nonlinearity are presented. Finally, the inductance estimation is performed by experiments under both steady and transient states. The estimation results have been verified by torque measurements which confirm the validity of the proposed method.
引用
收藏
页码:1134 / 1144
页数:11
相关论文
共 31 条
[21]   Improved Direct Torque Control Method for Dual-Three-Phase Permanent-Magnet Synchronous Machines With Back EMF Harmonics [J].
Shao, Bo ;
Zhu, Z. Q. ;
Feng, J. H. ;
Guo, S. Y. ;
Li, Y. F. ;
Feng, Ling ;
Shuang, Bo .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2021, 68 (10) :9319-9333
[22]   Speed Sensorless Control of SPMSM Drives for EVs With a Binary Search Algorithm-Based Phase-Locked Loop [J].
Sun, Xiaodong ;
Hu, Changchang ;
Lei, Gang ;
Yang, Zebin ;
Guo, Youguang ;
Zhu, Jianguo .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2020, 69 (05) :4968-4978
[23]   Speed Sensorless Control for Permanent Magnet Synchronous Motors Based on Finite Position Set [J].
Sun, Xiaodong ;
Cao, Junhao ;
Lei, Gang ;
Guo, Youguang ;
Zhu, Jianguo .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2020, 67 (07) :6089-6100
[24]   Cancellation of Torque Ripples With FOC Strategy Under Two-Phase Failures of the Five-Phase PM Motor [J].
Tian, Bing ;
An, Qun-Tao ;
Duan, Jian-Dong ;
Semenov, Dmitry ;
Sun, Dong-Yang ;
Sun, Li .
IEEE TRANSACTIONS ON POWER ELECTRONICS, 2017, 32 (07) :5459-5472
[25]   A review of RFO induction motor parameter estimation techniques [J].
Toliyat, HA ;
Levi, E ;
Raina, M .
IEEE TRANSACTIONS ON ENERGY CONVERSION, 2003, 18 (02) :271-283
[26]   Comprehensive Investigation on Remedial Operation of Switch Faults for Dual Three-Phase PMSM Drives Fed by T-3L Inverters [J].
Wang, Zheng ;
Wang, Xueqing ;
Cheng, Ming ;
Hu, Yihua .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2018, 65 (06) :4574-4587
[27]   Enhancing Low-Speed Sensorless Control of PMSM . Using Phase Voltage Measurements and Online Multiple Parameter Identification [J].
Wu, Chun ;
Zhao, Yuwei ;
Sun, Mingxuan .
IEEE TRANSACTIONS ON POWER ELECTRONICS, 2020, 35 (10) :10700-10710
[28]   Analysis of Dual Three-Phase Permanent-Magnet Synchronous Machines With Different Angle Displacements [J].
Xu, Peilin ;
Feng, J. H. ;
Guo, S. Y. ;
Feng, Shouzhi ;
Chu, Wenqiang ;
Ren, Yuan ;
Zhu, Z. Q. .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2018, 65 (03) :1941-1954
[29]   Adaptive Sliding Mode Fault-Tolerant Coordination Control for Four-Wheel Independently Driven Electric Vehicles [J].
Zhang, Duo ;
Liu, Guohai ;
Zhou, Huawei ;
Zhao, Wenxiang .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2018, 65 (11) :9090-9100
[30]   Fusion Kalman/UFIR Filter for State Estimation With Uncertain Parameters and Noise Statistics [J].
Zhao, Shunyi ;
Shmaliy, Yuriy S. ;
Shi, Peng ;
Ahn, Choon Ki .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2017, 64 (04) :3075-3083