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Optimization of Low-Power Line-Start PM Motor Using Gray Wolf Metaheuristic Algorithm

Author

Listed:
  • Łukasz Knypiński

    (Institute of Electrical Engineering and Electronics, Poznan University of Technology, Piotrowo 3A, 60-965 Poznań, Poland)

  • Karol Pawełoszek

    (Institute of Electrical Engineering and Electronics, Poznan University of Technology, Piotrowo 3A, 60-965 Poznań, Poland)

  • Yvonnick Le Menach

    (Laboratory of Electrical Engineering and Power Electronics (L2EP), University of Lille, Bât. ESPRIT, 59655 Villeneuve d’Ascq, France)

Abstract

The paper presents the optimization method and computer software for the design of a low-power line-start permanent magnet synchronous motor (LSPMSM). The in-house-developed computer software was created with two independent modules: (a) the optimization procedure and (b) the numerical model of the motor. The optimization procedure used was a metaheuristic optimization method based on the gray wolf algorithm. Four design variables linked to the rotor structure were selected. The optimization process was performed from the rotor of a low-power induction motor (IM). The prototype of the motor (LSPMSM) was then built. The experimental measurements were performed for base the IM and optimized LSPMSM. The results of the measurements were compared for both motors. The experimental results confirmed the better performance of the designed motor in comparison to the induction motor.

Suggested Citation

  • Łukasz Knypiński & Karol Pawełoszek & Yvonnick Le Menach, 2020. "Optimization of Low-Power Line-Start PM Motor Using Gray Wolf Metaheuristic Algorithm," Energies, MDPI, vol. 13(5), pages 1-11, March.
    • Handle: RePEc:gam:jeners:v:13:y:2020:i:5:p:1186-:d:328595
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    References listed on IDEAS

    as
    1. Myeong-Hwan Hwang & Jong-Ho Han & Dong-Hyun Kim & Hyun-Rok Cha, 2018. "Design and Analysis of Rotor Shapes for IPM Motors in EV Power Traction Platforms," Energies, MDPI, vol. 11(10), pages 1-12, September.
    2. Bart Wymeersch & Frederik De Belie & Claus B. Rasmussen & Lieven Vandevelde, 2018. "Classification Method to Define Synchronization Capability Limits of Line-Start Permanent-Magnet Motor Using Mesh-Based Magnetic Equivalent Circuit Computation Results," Energies, MDPI, vol. 11(4), pages 1-22, April.
    3. Hongbo Qiu & Yong Zhang & Kaiqiang Hu & Cunxiang Yang & Ran Yi, 2019. "The Influence of Stator Winding Turns on the Steady-State Performances of Line-Start Permanent Magnet Synchronous Motors," Energies, MDPI, vol. 12(12), pages 1-15, June.
    4. Keun-Young Yoon & Soo-Whang Baek, 2019. "Robust Design Optimization with Penalty Function for Electric Oil Pumps with BLDC Motors," Energies, MDPI, vol. 12(1), pages 1-14, January.
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