TY - GEN
T1 - The Superiority of Finite Control Set Methods in Parameter Identification Without High Frequency Signal Injection for PMSM
AU - Zuo, Kunkun
AU - Gui, Yonglin
AU - Ke, Dongliang
AU - Wang, Fengxiang
AU - Ralph, Kennel
AU - Rodriguez, Jose
AU - Heldwein, Marcelo Lobo
N1 - Publisher Copyright:
© 2024 IEEE.
PY - 2024
Y1 - 2024
N2 - 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.
AB - 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.
KW - PMSM
KW - Parameter identification
UR - http://www.scopus.com/inward/record.url?scp=85199086980&partnerID=8YFLogxK
U2 - 10.1109/IPEMC-ECCEAsia60879.2024.10567140
DO - 10.1109/IPEMC-ECCEAsia60879.2024.10567140
M3 - Conference contribution
AN - SCOPUS:85199086980
T3 - 2024 IEEE 10th International Power Electronics and Motion Control Conference, IPEMC 2024 ECCE Asia
SP - 1803
EP - 1807
BT - 2024 IEEE 10th International Power Electronics and Motion Control Conference, IPEMC 2024 ECCE Asia
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 10th IEEE International Power Electronics and Motion Control Conference, IPEMC 2024 ECCE Asia
Y2 - 17 May 2024 through 20 May 2024
ER -