A Novel Robust Dead-Beat Structure for Double Vector Model Predictive Control in Three-Level Inverter Fed PMSM Drives

Model predictive control (MPC) has recently been considered in permanent magnet synchronous motor (PMSM) drives due to its rapid dynamics and simple structure. However, conventional MPC utilizes only a single voltage vector per control cycle, and the prediction model relies heavily on the motor parameters. Hence, substantial current ripples and poor disturbance rejection have largely limited its adaptability to a variety of environment conditions. This paper presents a novel double vector MPC (DV-MPC) scheme for three-level inverter fed PMSM drives. To reduce the computational complexity of DV-MPC, the cost function is derived with the reference voltage by employing the dead-beat approach, and the inverter's neutral point potential is balanced using the complementary small voltage vectors. The dead-beat voltage prediction model is further enhanced by incorporating an active damping framework and an extra coefficient to enhance the robustness against parameter variations and disturbance rejection. Moreover, a robust current predictor is designed for the delay compensation. The proposed method is straightforward to implement, and achieves strong disturbance rejection and parameter robustness with a fast dynamic response. Experimental results demonstrate the effectiveness of the proposed method.

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Publication Details

Journal
IEEE Transactions on Power Electronics
Published
2025-05-29
DOI
https://doi.org/10.1109/tpel.2025.3575075
Citations
2
Primary Topic
Multilevel Inverters and Converters
Type
article
Field-Weighted Citation Impact
1.46
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article

A Novel Robust Dead-Beat Structure for Double Vector Model Predictive Control in Three-Level Inverter Fed PMSM Drives

Xin Yuan, Shuangxia Niu, Zhenyao Sun, K. T. Chau et al.
2 citations
IEEE Transactions on Power Electronics
Multilevel Inverters and Converters
1.46
article

A Novel Robust Dead-Beat Structure for Double Vector Model Predictive Control in Three-Level Inverter Fed PMSM Drives

Xin Yuan, Shuangxia Niu, Zhenyao Sun, K. T. Chau, Junkai Wen, Guang-Tong Ma
article en
2 citations

Abstract

Model predictive control (MPC) has recently been considered in permanent magnet synchronous motor (PMSM) drives due to its rapid dynamics and simple structure. However, conventional MPC utilizes only a single voltage vector per control cycle, and the prediction model relies heavily on the motor parameters. Hence, substantial current ripples and poor disturbance rejection have largely limited its adaptability to a variety of environment conditions. This paper presents a novel double vector MPC (DV-MPC) scheme for three-level inverter fed PMSM drives. To reduce the computational complexity of DV-MPC, the cost function is derived with the reference voltage by employing the dead-beat approach, and the inverter's neutral point potential is balanced using the complementary small voltage vectors. The dead-beat voltage prediction model is further enhanced by incorporating an active damping framework and an extra coefficient to enhance the robustness against parameter variations and disturbance rejection. Moreover, a robust current predictor is designed for the delay compensation. The proposed method is straightforward to implement, and achieves strong disturbance rejection and parameter robustness with a fast dynamic response. Experimental results demonstrate the effectiveness of the proposed method.

IEEE Transactions on Power ElectronicsVol. 40(11)
Hong Kong Polytechnic University (HK), University of Aberdeen (GB), Southwest Jiaotong University (CN)
Affordable and clean energy
Openalex Percentile: Top 17%
Multilevel Inverters and Converters
1.46
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A Novel Robust Dead-Beat Structure for Double Vector Model Predictive Control in Three-Level Inverter Fed PMSM Drives — Xin Yuan, Shuangxia Niu, et al. · IEEE Transactions on Power Electronics (2025) | TGRS Research Map | TGRS