Speed Estimation Strategy for Closed-Loop Control of PMSM Based on PSO Optimized KF Series Algorithms

Speed Estimation Strategy for Closed-Loop Control of PMSM Based on PSO Optimized KF Series Algorithms

In this paper, solving the problem of the noise covariance matrix parameters tuning of the extended Kalman filter (EKF) and unscented Kalman filter algorithms (UKF) is difficult. A speed estimation strategy for a permanent magnet synchronous motor (PMSM) based on particle swarm optimization (PSO) op...

Full description

Bibliographic Details
Main Authors: Tunzhen Xie, Xianglian Xu, Fang Yuan, Yuanqing Song, Wenyang Lei, Ruiqing Zhao, Yating Chang, Xinrui Wu, Ziqi Gan, Fangqing Zhang
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Electronics
Subjects:
permanent magnet synchronous motor (PMSM)
field-oriented control (FOC)
particle swarm optimization (PSO)
extended Kalman filter (EKF)
unscented Kalman filter (UKF)
noise covariance matrices tuning
Online Access:https://www.mdpi.com/2079-9292/12/20/4215

Internet

https://www.mdpi.com/2079-9292/12/20/4215

Similar Items