메타모델을 활용한 수직 축 풍력 발전기용 AFPM 발전기 최적설계
Optimal Design OF AFPM Generators for Vertical Axis Wind Turbines Using Meta-Models
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초록
This study focuses on the optimal design of small-scale urban wind turbines capable of operating efficiently across varying wind speeds. It specifically explores the design of an axial flux permanent magnet (AFPM) direct-drive generator, eliminating the need for a gearbox to minimize mechanical losses. The initial design incorporates a distributed double-layer winding model with a 12-pole/15-slot configuration. Through electromagnetic analysis, the generator was optimized to achieve the desired effective power output. Additionally, the integration of meta-model-based optimization techniques enhances the precision and efficiency of the design process, offering significant potential for reducing time and cost in the development of small wind turbines. This research advances the understanding of optimization methodologies for small wind turbine design and contributes to sustainable energy solutions in urban environments.
Abstract
This study focuses on the optimal design of small-scale urban wind turbines capable of operating efficiently across varying wind speeds. It specifically explores the design of an axial flux permanent magnet (AFPM) direct-drive generator, eliminating the need for a gearbox to minimize mechanical losses. The initial design incorporates a distributed double-layer winding model with a 12-pole/15-slot configuration. Through electromagnetic analysis, the generator was optimized to achieve the desired effective power output. Additionally, the integration of meta-model-based optimization techniques enhances the precision and efficiency of the design process, offering significant potential for reducing time and cost in the development of small wind turbines. This research advances the understanding of optimization methodologies for small wind turbine design and contributes to sustainable energy solutions in urban environments.
참고문헌 (19)
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