Robustness Improvement of Induction Motor Model Predictive Control System Based on Rotor Time Constant Identification

In the model predictive current control (MPCC) based on indirect field-orientation, the accuracy of the rotor time constant directly affects the precision of field orientation. Due to various reasons such as magnetic saturation and temperature changes, the rotor time constant varies. This paper analyzes the influence of rotor time constant errors on field orientation and proposes a method to compensate for the rotor time constant using output torque. When orientation error exists, change the excitation current to switch the operation point and then use the difference in the measured output torque at different operation points to identify the rotor time constant. With the proposed algorithm, the impact of rotor time constant errors can be reduced. Simulation verifies the feasibility of the proposed method.

Authors

Institutions

Publication Details

Published
2025-06-05
DOI
https://doi.org/10.1109/precede63178.2025.11131074
Primary Topic
Advanced Algorithms and Applications
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Robustness Improvement of Induction Motor Model Predictive Control System Based on Rotor Time Constant Identification

Yongchang Zhang, Long Li, Xu Zhang, Tianle Tian et al.
Advanced Algorithms and Applications
article

Robustness Improvement of Induction Motor Model Predictive Control System Based on Rotor Time Constant Identification

Yongchang Zhang, Long Li, Xu Zhang, Tianle Tian, Binqi Bi
article en

Abstract

In the model predictive current control (MPCC) based on indirect field-orientation, the accuracy of the rotor time constant directly affects the precision of field orientation. Due to various reasons such as magnetic saturation and temperature changes, the rotor time constant varies. This paper analyzes the influence of rotor time constant errors on field orientation and proposes a method to compensate for the rotor time constant using output torque. When orientation error exists, change the excitation current to switch the operation point and then use the difference in the measured output torque at different operation points to identify the rotor time constant. With the proposed algorithm, the impact of rotor time constant errors can be reduced. Simulation verifies the feasibility of the proposed method.

North China Electric Power University (CN)
National Key Research and Development Program of China
Openalex Percentile: Top 72%
Advanced Algorithms and Applications
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.