Sensorless Control of Permanent Magnet Synchronous Motor Based on Variable Gain Load Torque Observer

The conventional sensorless control strategy based on a sliding mode observer (SMO) leads to considerable deviation between the estimated and actual rotor positions under sudden load changes. The deviation causes instability in the motor. In order to address this issue, a sensorless control strategy for permanent magnet synchronous motors (PMSM) based on variable-gain load torque observer (LTO) is proposed in this paper. The presented method improves rotor position estimation accuracy under sudden load variations while effectively reducing chattering. The first step in this approach is to implement a hyperbolic tangent function with a variable boundary layer. This designed function replaces the switching function in the sliding mode observer. Next, a load torque observer with a variable feedback gain is designed, and the influence of the gain parameter <italic xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">m</i> on estimated speed and position error is analyzed to trace the suitable value. Finally, simulations and experimental results confirm the feasibility and effectiveness of the proposed method.

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Publication Details

Journal
IEEE Access
Published
2025-01-01
DOI
https://doi.org/10.1109/access.2025.3584506
Citations
1
Primary Topic
Sensorless Control of Electric Motors
Type
article
Field-Weighted Citation Impact
0.73
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article

Sensorless Control of Permanent Magnet Synchronous Motor Based on Variable Gain Load Torque Observer

Xianqun Qiu, Zhendong Yin, Huihui Xu, Jun Ma
1 citations
IEEE Access
Sensorless Control of Electric Motors
0.73
article

Sensorless Control of Permanent Magnet Synchronous Motor Based on Variable Gain Load Torque Observer

Xianqun Qiu, Zhendong Yin, Huihui Xu, Jun Ma
article en
1 citations

Abstract

The conventional sensorless control strategy based on a sliding mode observer (SMO) leads to considerable deviation between the estimated and actual rotor positions under sudden load changes. The deviation causes instability in the motor. In order to address this issue, a sensorless control strategy for permanent magnet synchronous motors (PMSM) based on variable-gain load torque observer (LTO) is proposed in this paper. The presented method improves rotor position estimation accuracy under sudden load variations while effectively reducing chattering. The first step in this approach is to implement a hyperbolic tangent function with a variable boundary layer. This designed function replaces the switching function in the sliding mode observer. Next, a load torque observer with a variable feedback gain is designed, and the influence of the gain parameter <italic xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">m</i> on estimated speed and position error is analyzed to trace the suitable value. Finally, simulations and experimental results confirm the feasibility and effectiveness of the proposed method.

IEEE AccessVol. 13
Yangzhou University (CN)
Affordable and clean energy
Openalex Percentile: Top 27%
Sensorless Control of Electric Motors
0.73
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