Comparative Study of an EKF-Based Parameter Estimation and a Nonlinear Optimization-Based Estimation on PMSM System Identification

Comparative Study of an EKF-Based Parameter Estimation and a Nonlinear Optimization-Based Estimation on PMSM System Identification

In this study, two different parameter estimation algorithms are studied and compared. Iterated EKF and a nonlinear optimization algorithm based on on-line search methods are implemented to estimate parameters of a given permanent magnet synchronous motor whose dynamics are assumed to be known and n...

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Bibliographic Details
Main Authors: Artun Sel, Bilgehan Sel, Umit Coskun, Cosku Kasnakoglu
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:Energies
Subjects:
EKF
nonlinear optimization
parameter estimation
state estimation
system identification
Online Access:https://www.mdpi.com/1996-1073/14/19/6108

Internet

https://www.mdpi.com/1996-1073/14/19/6108

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