Engineering

Volume 7, Issue 10 (October 2015)

ISSN Print: 1947-3931   ISSN Online: 1947-394X

Google-based Impact Factor: 0.66  Citations  

A Robust Extended Kalman Filter for Speed-Sensorless Control of a Linearized and Decoupled PMSM Drive

HTML  XML Download Download as PDF (Size: 1633KB)  PP. 691-699  
DOI: 10.4236/eng.2015.710060    5,605 Downloads   6,838 Views  Citations

ABSTRACT

This paper uses a robust feedback linearization strategy in order to assure a good dynamic performance, stability and a decoupling of the currents for Permanent Magnet Synchronous Motor (PMSM) in a rotating reference frame (d, q). However this control requires the knowledge of certain variables (speed, torque, position) that are difficult to access or its sensors require the additional mounting space, reduce the reliability in harsh environments and increase the cost of motor. And also a stator resistance variation can induce a performance degradation of the system. Thus a sixth-order Discrete-time Extended Kalman Filter approach is proposed for on-line estimation of speed, rotor position, load torque and stator resistance in a PMSM. The interesting simulations results obtained on a PMSM subjected to the load disturbance show very well the effectiveness and good performance of the proposed nonlinear feedback control and Extended Kalman Filter algorithm for the estimation in the presence of parameter variation and measurement noise.

Share and Cite:

Tety, P. , Konate, A. , Asseu, O. , Soro, E. , Yoboue, P. and Kouadjo, A. (2015) A Robust Extended Kalman Filter for Speed-Sensorless Control of a Linearized and Decoupled PMSM Drive. Engineering, 7, 691-699. doi: 10.4236/eng.2015.710060.

Cited by

[1] Critical review on robust speed control techniques for permanent magnet synchronous motor (PMSM) speed regulation
Energies, 2022
[2] Research on Permanent Magnet Synchronous Motor Control System Based on Adaptive Kalman Filter
Applied Sciences, 2022
[3] Anti-disturbance speed control of permanent magnet synchronous motor based on fractional order sliding mode load observer
IEEE Access, 2022
[4] Nonlinear Identification of PMSM Rotor Magnetic Linkages Based on an Improved Extended Kalman Filter
Journal of Sensors, 2022
[5] Disturbance rejection control for PMSM using integral sliding mode based composite nonlinear feedback control with load observer
2021
[6] FPGA-Based High-Performance Double-Loop PDF Control Strategy for PMSM
2021
[7] PMSM control system based on SADRC control
2020
[8] Speed Estimation by EKF with Parameter Adaption
2020
[9] Robust integral backstepping control with extended Kalman filter of permanent magnet synchronous motor
2019
[10] Kalman Filtering Technique for Rooftop-PV System under Abnormal Grid Conditions
2019
[11] Robust Control of PMSM Using Geometric Model Reduction and -Synthesis
2018
[12] Optimal selection of PI parameters of FOC for PMSM using structured H∞-synthesis
2017
[13] Improved Sensorless Control of Doubly Fed Induction Motor Drive Based on Full Order Extended Kalman Filter Observer
2017
[14] Robust control of PMSM using geometric model reduction and μ-synthesis
2016

Copyright © 2024 by authors and Scientific Research Publishing Inc.

Creative Commons License

This work and the related PDF file are licensed under a Creative Commons Attribution 4.0 International License.