Using the Stator Current Ripple Model for Real-Time Estimation of Full Parameters of a Permanent Magnet Synchronous Motor

被引：21
|
作者：
Choi, Kyunghwan [1 ]
Kim, Yonghun [1 ]
Kim, Kyung-Soo [1 ]
Kim, Seok-Kyoon [2 ]
机构：
[1] Korea Adv Inst Sci & Technol, Dept Mech Engn, Daejeon 34141, South Korea
[2] Hanbat Natl Univ, Dept Creat Convergence Engn, Daejeon 34158, South Korea
来源：
IEEE ACCESS | 2019年 / 7卷
关键词：
Permanent magnet synchronous motor (PMSM); rank deficiency; real-time parameter estimation; stator current ripple; ONLINE MULTIPARAMETER ESTIMATION; SENSORLESS PMSM DRIVE; MACHINE PARAMETERS; KALMAN-FILTER; FLUX; IDENTIFICATION; RESISTANCE; SPEED;
D O I：
10.1109/ACCESS.2019.2904228
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this paper, a new method is proposed for the real-time estimation of the full parameters of a permanent magnet synchronous motor (PMSM) that is based on the stator current ripple model. By introducing the stator current ripple model together with the known two state equations for the d- and q-axes currents, we resolve the rank deficiency problem, thus enabling real-time full parameter estimation even in the steady state. A signal processing technique for removing adverse effects from noises and uncertainties existing in the stator current ripple measurement is also presented. The efficacy of the proposed method is verified by simulation on a 15-kW PMSM, and both the proposed and conventional methods are compared.
引用
收藏
页码：33369 / 33379
页数：11
相关论文
共 50 条
  • [1] REAL-TIME RESISTANCE ESTIMATION OF PERMANENT MAGNET SYNCHRONOUS MOTOR
    Kizir, Goksel
    Demirbas, Sevki
    Sahin, Murat
    [J]. PROCEEDINGS 2018 IEEE 12TH INTERNATIONAL CONFERENCE ON COMPATIBILITY, POWER ELECTRONICS AND POWER ENGINEERING (CPE-POWERENG 2018), 2018,
  • [2] A Real-Time Thermal Model of a Permanent-Magnet Synchronous Motor
    Demetriades, Georgios D.
    de la Parra, Hector Zelaya
    Andersson, Erik
    Olsson, Hakan
    [J]. IEEE TRANSACTIONS ON POWER ELECTRONICS, 2010, 25 (02) : 463 - 474
  • [3] An applicable real-time thermal model for temperature prediction of permanent magnet synchronous motor
    Li, Chun
    Huang, Fu-Chang
    Wang, Yong-Qing
    [J]. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART I-JOURNAL OF SYSTEMS AND CONTROL ENGINEERING, 2017, 231 (01) : 43 - 51
  • [4] A Real-Time Thermal Model of a Permanent Magnet Synchronous Motor Based on Geometrical Measures
    Demetriades, Georgios D.
    De La Parra, Hector Zelaya
    Andersson, Erik
    Olsson, Hakan
    [J]. 2008 IEEE POWER ELECTRONICS SPECIALISTS CONFERENCE, VOLS 1-10, 2008, : 3061 - +
  • [5] Direct Torque Control of Permanent Magnet Synchronous Motor Using Real-time Simulator with FEA based motor model
    Tanabe, Ryo
    Akatsu, Kan
    [J]. 2015 17TH EUROPEAN CONFERENCE ON POWER ELECTRONICS AND APPLICATIONS (EPE'15 ECCE-EUROPE), 2015,
  • [6] Modeling and Real-Time Control of Permanent Magnet Synchronous Motor on cRIO
    Vesely, Libor
    Pohl, Lukas
    [J]. 2012 12TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS (ICCAS), 2012, : 1217 - 1220
  • [7] Sensorless Control of Permanent Magnet Synchronous Motor with Stator Flux Estimation
    Yuan, Qian
    Yang, Zhong-ping
    Lin, Fei
    Sun, Hu
    [J]. JOURNAL OF COMPUTERS, 2013, 8 (01) : 108 - 112
  • [8] Real-time estimation and tracking of parameters in permanent magnet synchronous motor using a modified two-stage particle swarm optimization algorithm
    Tofighi, Elham Mohammadalipour
    Mahdizadeh, Amin
    Feyzi, Mohammad Reza
    [J]. 2013 IEEE INTERNATIONAL SYMPOSIUM ON SENSORLESS CONTROL FOR ELECTRICAL DRIVES AND PREDICTIVE CONTROL OF ELECTRICAL DRIVES AND POWER ELECTRONICS (SLED/PRECEDE), 2013,
  • [9] Real-Time Hardware-in-the-Loop Simulation of Permanent-Magnet Synchronous Motor Drives Under Stator Faults
    Alvarez-Gonzalez, Fernando
    Griffo, Antonio
    Sen, Bhaskar
    Wang, Jiabin
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2017, 64 (09) : 6960 - 6969
  • [10] Real Time Estimation of Parameters for Controlling and Monitoring Permanent Magnet Synchronous Motors
    Ramakrishnan, Raja
    Islam, Rakib
    Islam, Mohammad
    Sebastian, Tomy
    [J]. 2009 IEEE INTERNATIONAL ELECTRIC MACHINES & DRIVES CONFERENCE, VOLS 1-3, 2009, : 1188 - 1193
12345