Enhancing Reliability and Efficiency: Design Innovations for 2.3 MW Wind Generators

This paper evaluates the challenges and solutions associated with the 2.3 MW wind generator class, a widely deployed platform that remains critical to renewable energy infrastructure. As the installed base of wind generators continues to expand, ensuring long-term reliability and efficiency becomes a key priority for operators. This study identifies common failure modes and investigates engineering design improvements aimed at enhancing reliability, reducing repair complexity, and lowering overall lifecycle costs. A primary challenge in assessing wind generator performance is the lack of detailed efficiency and loss breakdowns from OEMs, making direct validation difficult. To address this, the paper introduces a novel analytical design comparison methodology, leveraging proprietary modeling tools to quantify loss reductions. The approach enables accurate performance assessment without requiring proprietary OEM data, offering a robust alternative for improving generator reliability and extending mean time between failures (MTBF). A new stator core and winding design is presented that demonstrates significant reductions in losses and temperature increases, leading to improved efficiency and extended generator lifespan. The research integrates insights from previous studies on motor losses and reliability improvements, further validating the proposed modifications.

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Publication Details

Published
2025-03-26
DOI
https://doi.org/10.1109/greentech62170.2025.10977596
Citations
1
Primary Topic
Wind Turbine Control Systems
Type
article
Field-Weighted Citation Impact
0.73
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article

Enhancing Reliability and Efficiency: Design Innovations for 2.3 MW Wind Generators

Henk de Swardt
1 citations
Wind Turbine Control Systems
0.73
article

Enhancing Reliability and Efficiency: Design Innovations for 2.3 MW Wind Generators

Henk de Swardt
article en
1 citations

Abstract

This paper evaluates the challenges and solutions associated with the 2.3 MW wind generator class, a widely deployed platform that remains critical to renewable energy infrastructure. As the installed base of wind generators continues to expand, ensuring long-term reliability and efficiency becomes a key priority for operators. This study identifies common failure modes and investigates engineering design improvements aimed at enhancing reliability, reducing repair complexity, and lowering overall lifecycle costs. A primary challenge in assessing wind generator performance is the lack of detailed efficiency and loss breakdowns from OEMs, making direct validation difficult. To address this, the paper introduces a novel analytical design comparison methodology, leveraging proprietary modeling tools to quantify loss reductions. The approach enables accurate performance assessment without requiring proprietary OEM data, offering a robust alternative for improving generator reliability and extending mean time between failures (MTBF). A new stator core and winding design is presented that demonstrates significant reductions in losses and temperature increases, leading to improved efficiency and extended generator lifespan. The research integrates insights from previous studies on motor losses and reliability improvements, further validating the proposed modifications.

Timken (United States) (US)
Affordable and clean energy
Openalex Percentile: Top 29%
Wind Turbine Control Systems
0.73
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