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May 26, 2026Energies0 citationsOpen Access

Effect of Gear Ratio on the Optimal Geometric Parameters in a Reluctance Magnetic Gear: A Multi-Objective Optimization Study

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SRSilvia RoscioliVMV MateevAAAmedeo Amoresano

Key Points

  • Explore how gear ratio impacts the optimal geometric parameters in reluctance magnetic gears while balancing torque and ripple.
  • Applied a multi-objective genetic algorithm to four RMG configurations with gear ratios of 4, 5, 6, and 7.
  • Simultaneously optimized seven design variables: five radial thicknesses and two fill factors.
  • Analyzed the resulting Pareto fronts to quantify the trade-off between average torque and torque ripple.
  • Identified a consistent geometric allocation pattern across all gear ratios.
  • Demonstrated a significant trade-off between average torque and torque ripple for each configuration.
  • Provided insights suggesting a universal optimization criterion applicable to other RMG configurations.

Abstract

Reluctance Magnetic Gears (RMGs) represent a cost-effective alternative to conventional magnetic gears, replacing the inner rotor permanent magnets with a toothed ferromagnetic rotor and adopting rectangular instead of arc-shaped magnets on the outer rotor. While these design choices reduce manufacturing complexity and material costs, they inherently introduce higher torque ripple, making simultaneous optimization of average torque and ripple a critical and non-trivial task. In this work, a multi-objective genetic algorithm is applied to four RMG configurations with integer gear ratios GRint equal to 4, 5, 6, and 7, with a fixed inner rotor tooth number n3 equal to 5. Seven design variables are optimized simultaneously: five radial thicknesses and two fill factors. The resulting Pareto fronts quantify the trade-off between average torque and ripple for each configuration. Analysis of the optimal solutions reveals a consistent geometric allocation pattern across all gear ratios, suggesting the existence of a common optimization criterion potentially generalizable to other RMG configurations. The influence of the gear ratio on both torque performance and optimal parameter distribution is discussed in detail.

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Cite This Study

Roscioli et al. (2026) studied this question.

synapsesocial.com/papers/6a1539ccb5d9c58d83e8ccd8https://doi.org/10.3390/en19112516
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