The Superiority of Finite Control Set Methods in Parameter Identification Without High Frequency Signal Injection for PMSM

Kunkun Zuo, Yonglin Gui, Dongliang Ke, Fengxiang Wang, Kennel Ralph, Jose Rodriguez, Marcelo Lobo Heldwein

Publikation: Beitrag in Buch/Bericht/KonferenzbandKonferenzbeitragBegutachtung

Abstract

While numerous parameter identification methods have been proposed for the permanent magnet synchronous motor (PMSM) that do not require external signal injection, none of them allocates sufficient attention to the input signal. Drawing upon the mathematical model of the PMSM, this study analyzes the characteristics of the drive system and derives the Fisher information function. Subsequently, an optimization problem is formulated to compute the optimal input signal, adhering to the principles of D-optimality. Theoretical analysis demonstrates that employing the finite control set method in the current loop yields superior estimation quality compared to the continuous set method. This conclusion is substantiated by comparative tests.

OriginalspracheEnglisch
Titel2024 IEEE 10th International Power Electronics and Motion Control Conference, IPEMC 2024 ECCE Asia
Herausgeber (Verlag)Institute of Electrical and Electronics Engineers Inc.
Seiten1803-1807
Seitenumfang5
ISBN (elektronisch)9798350351330
DOIs
PublikationsstatusVeröffentlicht - 2024
Veranstaltung10th IEEE International Power Electronics and Motion Control Conference, IPEMC 2024 ECCE Asia - Chengdu, China
Dauer: 17 Mai 202420 Mai 2024

Publikationsreihe

Name2024 IEEE 10th International Power Electronics and Motion Control Conference, IPEMC 2024 ECCE Asia

Konferenz

Konferenz10th IEEE International Power Electronics and Motion Control Conference, IPEMC 2024 ECCE Asia
Land/GebietChina
OrtChengdu
Zeitraum17/05/2420/05/24

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