Speed control of permanent magnet synchronous motors based on  integral proportion control and extended Kalman filter

  • SHAO Zhu-rong ,
  • WANG Ning
Expand
  • Marine Engineering College, Dalian Maritime University, Dalian 116026, China)

Received date: 2015-08-24

  Revised date: 2015-10-25

  Online published: 2015-10-15

Abstract

In order to achieve the speedsensorless control for permanent magnet synchronous motor(PMSM), this paper proposed a speed control strategy of PMSM based on the integral proportion (IP) controller and the extended Kalman filter (EKF). Considering the stator voltage and current in αβ reference frame as inputed, the rotor speed and position were online predicted and optimally estimated by using the EKF algorithm. The error between the desired and the estimated speed was defined as the input of the IP controller to control the current component of q rotating reference frame, so that the speed-sensorless control of the PMSM could be achieved. Comprehensive simulation results on different motor speed and load conditions demonstrate that the proposed control strategy possess strong disturbance rejection ability and small overshoot.

Cite this article

SHAO Zhu-rong , WANG Ning . Speed control of permanent magnet synchronous motors based on  integral proportion control and extended Kalman filter[J]. Journal of Dalian Maritime University, 2016 , 42(1) : 90 -95 . DOI: 10.16411/j.cnki.issn1006-7736.2016.01.016

References

[1]BOLOGNANI S,TUBIANA L,ZIGLIOTTO M. Extended Kalman filter turing in sensorless PMSM drives[J].IEEE Transactions on Industry Applications, 2003,39(6):1741-1747.
[2]BARBARA F,SCALA L,ROBERT R B,et al.Conditions for stability of the extended Kalman filter and their application to the frequency tracking problem[J].Mathematics of Control, Signals and Systems,1995,8(1):1-26.
[3]JAFARZADEH S,LASCU C,FADALI M S.State estimation of induction motor drives using the unscented Kalman filter[J].IEEE Transactions on Industrial Electronics,2012,59(11):4207-4216.
[4]BOLOGNANI S,OBOE R,ZIGLIOTTO M.Sensorless    full-digital PMSM drive with EKF estimation of speed and rotor position[J].IEEE Transactions on Industrial Electronics,1999,46(1):184-191.
[5]张猛,肖曦,李永东.基于扩展卡尔曼滤波器的永磁同步电机转速和磁链观测器[J].中国电机工程学报, 2007,27:36-40.
ZHANG Meng,XIAO Xi, LI Yong-dong.Speed and flux linkage observer for permanent magnet synchronous motor based on EKF[J].Proceedings of the CSEE,2007,27:36-40.(in Chinese)
[6]薛树功,魏利胜,凌有铸.基于扩展卡尔曼滤波的永磁同步电机无传感器矢量控制[J].电机与控制应用, 2011,38(8):15-18.
XUE Shu-gong,WEI Li-sheng,LING You-zhu.  Sensorless vectory control of permanent magnet synchronous motor based on extended Kalman filter[J]. Electric Machine and Control Application,2011,38(8):15 -18.(in Chinese)
[7]施大发,施佳,黄庆,等.基于扩展卡尔曼滤波的PMSM无位置传感器控制[J].电源技术,2015,39(1):161-164.
SHI Da-fa,SHI Jia,HUANG Qing,et al.Permanent magnet synchronous motor position sensorless control based on extended Kalman filter[J].Chinese Journal of Power Sources,2015,39(1):161-164.(in Chinese)
[8]肖曦,王伟华,吕志鹏.一种基于增量式卡尔曼滤波器的PMSM转速滤波算法[J].电机与控制学报,2014,18(10): 104-111.
XIAO Xi,WANG Wei-hua,LÜ Zhi-peng.Filtering algorithm of speed for PMSM based on incremental Kalman filter[J].Electric Machines and Control,2014, 18(10):104-111.(in Chinese)
[9]郭新华,温旭辉,赵峰,等.基于电磁转矩反馈补偿的永磁同步电机新型IP速度控制器[J].中国电机工程学报, 2010,30:7-13.
GUO Xin-hua,WEN Xu-hui,ZHAO Feng,et al.A novel IP speed controller of PMSM based on electromagnet torque feedback compensation[J].Proceedings of CSEE, 2010,30:7-13.(in Chinese)
[10]宋书中.基于IP控制算法的温控系统研究[J].基础自动化,2000,7(6):19-20,25.
SONG Shu-zhong.The research of temperature control system using integral proportional control algorithm[J]. Basic Automation,2000,7(6):19-20,25.(in Chinese)
[11]陈振,刘向东,靳永强,等.采用扩展卡尔曼滤波磁链观测器的永磁同步电机直接转矩控制[J].中国电机工程学报, 2008,28:75-81.
CHEN Zhen,LIU Xiang-dong,JIN Yong-qiang,et al.Direct torque control of permanent magnet synchronous motors based on extended Kalman filter observer of flux linkage[J].Proceedings of CSEE,2008,28:75-81.(in Chinese)
[12]陆华才,李满华.基于EKF的永磁同步电动机无位置传感器控制研究[J].电气传动,2009,39(11):15-18.
LU Hua-cai,LI Man-hua.Position sensorless control of a permanent magnet synchronous motor based on extended Kalman filter[J].Electric Drive,2009, 39(11):15-18.(in Chinese)
[13]江俊,沈艳霞,纪志成.基于EKF的永磁同步电机转子位置和速度估计[J].系统仿真学报,2005,17(7):1704- 1707.
JIANG Jun,SHEN Yan-xia,JING Zhi-cheng.Speed and rotor position estimation for PMSM based on EKF[J]. Journal of System Simulation,2005,17(7):1704-1707.(in Chinese)
Outlines

/