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March 19, 2026Electronics0 citationsOpen Access

Torque Ripple Reduction in Surface-Mounted Permanent Magnet Machine with Model-Based Current Reference Control

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AGAbdulkerim GundoganABAhmet Bakan

Key Points

  • The objective is to develop a model-based control strategy to minimize torque ripple in surface-mounted permanent magnet synchronous machines.
  • Developed a structured current reference using a deterministic analytical model.
  • Applied finite element analysis (FEA) for co-simulations to validate the approach.
  • Adapted the harmonic injection profile to varying loads and magnetic saturation levels.
  • Reduced torque ripple by approximately 87.5% at 1500 RPM compared to conventional methods.
  • Achieved over 90% reduction in speed ripple at 1500 RPM.
  • Maintained high control authority under low-speed operation (100 RPM) and deep magnetic saturation with minimal power loss increase (~2.1%).

Abstract

Permanent magnet synchronous machines (PMSMs) are widely used in high-performance drive systems. However, parasitic torque ripple remains a critical limitation, causing acoustic noise, mechanical vibration, and speed fluctuations. This study presents a compact, model-based torque control strategy for surface-mounted PMSMs (SPMSMs) that suppresses torque ripple by generating a structured current reference. Grounded in the magnetic co-energy principle, the proposed method utilizes a deterministic analytical model to compensate for cogging torque and inductance harmonics, avoiding computationally intensive iterative estimators. A primary contribution involves adapting the harmonic injection profile to varying loads and magnetic saturation levels. Comprehensive finite element analysis (FEA) co-simulations demonstrate that the proposed method reduces torque ripple by approximately 87.5% and speed ripple by over 90% at 1500 RPM compared to conventional maximum torque per ampere (MTPA) strategies. Furthermore, extended dynamic analysis confirms superior robustness during start-up, transients, and low-speed operation (100 RPM), maintaining high control authority even under deep magnetic saturation (2.0 p.u.). Performance evaluations verify that this significant enhancement in torque quality is achieved with a negligible increase in total power losses (~2.1%), presenting a computationally feasible solution for industrial embedded platforms.

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Cite This Study

Gundogan et al. (2026) studied this question.

synapsesocial.com/papers/69bb92ae496e729e629803achttps://doi.org/10.3390/electronics15061240
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