Research on online parameter identification of interior permanent magnet synchronous motor based on augmented robust forgetting factor recursive least square

2020 ◽  
Vol 31 (12) ◽  
Author(s):  
Yafu Zhou ◽  
Hantao Wang ◽  
Jing Lian
Keyword(s):  
Parameter Identification ◽  
Permanent Magnet ◽  
Permanent Magnet Synchronous Motor ◽  
Synchronous Motor ◽  
Least Square ◽  
Recursive Least Square ◽  
Forgetting Factor ◽  
Interior Permanent Magnet

Parameter Identification of PMSM Based on Windowed Least Square Algorithm

2011 ◽  
Vol 383-390 ◽  
pp. 5940-5944
Author(s):  
Song Wang ◽  
Rui Jie Zhao ◽  
Wei Min Chen ◽  
Guang Da Li ◽  
Chao Liu
Keyword(s):  
Parameter Identification ◽  
Permanent Magnet ◽  
Permanent Magnet Synchronous Motor ◽  
Synchronous Motor ◽  
Least Square ◽  
Recursive Least Square ◽  
Simulation Results

In this paper, two least square algorithms, Recursive Least Square (RLS) and Windowed Least Square (WLS) are applied to identify the parameters varying with temperature of Permanent Magnet Synchronous Motor (PMSM). In order to compare the identification effects of the two algorithms, a PMSM model is built and simulated in MATLAB. And simulation results demonstrate that WLS guarantees better timeliness and rapidity.

Parameter identification for interior permanent-magnet synchronous motor

2007 ◽  
Author(s):  
Tomonobu Senjyu ◽  
Yohei Noguchi ◽  
Naomitsu Urasaki ◽  
Atsushi Yona ◽  
Hideomi Sekine
Keyword(s):  
Parameter Identification ◽  
Permanent Magnet ◽  
Permanent Magnet Synchronous Motor ◽  
Synchronous Motor ◽  
Interior Permanent Magnet

On-Line Parameter Identification and Active Disturbance Rejection Control of Permanent Magnet Synchronous Motor

2012 ◽  
Vol 588-589 ◽  
pp. 479-483
Author(s):  
Song Wang ◽  
Guang Da Li
Keyword(s):  
Parameter Identification ◽  
Permanent Magnet ◽  
Disturbance Rejection ◽  
Permanent Magnet Synchronous Motor ◽  
Synchronous Motor ◽  
Least Square ◽  
Active Disturbance Rejection Control ◽  
Active Disturbance Rejection ◽  
Disturbance Rejection Control ◽  
On Line

A new method named Windowed Least Square (WLS) to test main parameters of Permanent Magnet Synchronous Motor (PMSM) is proposed in this paper. Compared with Extended Kalman Filter (EKF) & Elman neural network and Recursive Least Square (RLS), WLS guarantees identification accuracy and excellent timeliness, and the issue of data saturation of RLS can be avoided. The PMSM model is built combining on-line parameter identification with Active Disturbance Rejection Control (ADRC) to improve the control performance of PMSM. The simulation results demonstrate that the performance of ADRC system using online estimation strategy is better than that of the system using PID method.

Wide-speed Range Operation of Interior Permanent Magnet Synchronous Motor with Parameter Identification

2009 ◽  
Vol 37 (8) ◽  
pp. 847-865 ◽  
Author(s):  
Naomitsu Urasaki ◽  
Yohei Noguchi ◽  
Abdul Motin Howlader ◽  
Yuri Yonaha ◽  
Atsushi Yona ◽  
...  
Keyword(s):  
Parameter Identification ◽  
Permanent Magnet ◽  
Permanent Magnet Synchronous Motor ◽  
Synchronous Motor ◽  
Speed Range ◽  
Interior Permanent Magnet ◽  
Wide Speed Range
Sign in / Sign up

Export Citation Format

Share Document