Model-Free Speed Control with Modified State Observer for Finite-Set Predictive Current Control of PMSM Drives

This paper presents an improved model-free control (MFC) with a modified state observer to regulate the speed in the finite-set predictive current control (FS-PCC) of permanent magnet synchronous motor (PMSM) drives. In the proposed method, the lumped disturbance is removed from the formulations. So, the extended state observer is not required. Instead, a function of the estimation error plays the role of the lumped disturbance. In this way, a simple yet precise disturbance estimation is achieved. Furthermore, the proposed MFC utilizes a nonlinear control law instead of the regular proportional controller to track the speed reference rapidly. The inner control loop of the drive is constructed based on the model-free FS-PCC. Thus, the overall control system is independent of the classical model of the PMSM creating a fully robust predictive control. The proposed model-free speed-controlled FS-PCC (MFSC-FS-PCC) is evaluated through simulations and experiments. The results show that the proposed method has a fast dynamic response while preserving good steady-state performance.

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Published
2024-11-03
DOI
https://doi.org/10.1109/iecon55916.2024.10905317
Primary Topic
Multilevel Inverters and Converters
Type
article
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article

Model-Free Speed Control with Modified State Observer for Finite-Set Predictive Current Control of PMSM Drives

S. Alireza Davari, José Rodríguez, Behnam Nikmaram, Freddy Flores‐Bahamonde et al.
Multilevel Inverters and Converters
article

Model-Free Speed Control with Modified State Observer for Finite-Set Predictive Current Control of PMSM Drives

S. Alireza Davari, José Rodríguez, Behnam Nikmaram, Freddy Flores‐Bahamonde, Mahdi S. Mousavi
article en

Abstract

This paper presents an improved model-free control (MFC) with a modified state observer to regulate the speed in the finite-set predictive current control (FS-PCC) of permanent magnet synchronous motor (PMSM) drives. In the proposed method, the lumped disturbance is removed from the formulations. So, the extended state observer is not required. Instead, a function of the estimation error plays the role of the lumped disturbance. In this way, a simple yet precise disturbance estimation is achieved. Furthermore, the proposed MFC utilizes a nonlinear control law instead of the regular proportional controller to track the speed reference rapidly. The inner control loop of the drive is constructed based on the model-free FS-PCC. Thus, the overall control system is independent of the classical model of the PMSM creating a fully robust predictive control. The proposed model-free speed-controlled FS-PCC (MFSC-FS-PCC) is evaluated through simulations and experiments. The results show that the proposed method has a fast dynamic response while preserving good steady-state performance.

Universidad Andrés Bello (CL), San Sebastián University (CL), Shahid Rajaee Teacher Training University (IR)
Affordable and clean energy
Openalex Percentile: Top 74%
Multilevel Inverters and Converters
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