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Optimization Design of Blades Based on Multi-Objective Particle Swarm Optimization Algorithm

delete2025-02-28
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OA
AI
Z
Zihao Li
W
Wei Wang *
Y
Yonghe Xie
D
Detang Li
DOI:10.3390/jmse13030486delete
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摘要

摘要

En 中文
在源自海洋的可再生能源中,风能发展迅速。本文提出了一种集成两个目标的优化算法框架:气动外形优化和结构优化。出于实际考虑,选择了5-MW风力涡轮机叶片作为研究对象,并选择了东海附近的海况作为其服务环境的环境参数。采用FAST模拟软件进行验证。结果表明,优化后的叶片不仅满足目标功率输出,还具备独特的经济优势,例如质量轻且气动载荷低。
Keyword:
floating offshore wind turbines
multi-objective PSO algorithm
aerodynamic efficiency
structural strength
collaborative optimization

期刊

Journal of Marine Science and Engineering 封面图
Journal of Marine Science and Engineering
IF:
2.8
论文数:
4.7K
被引数:
2.3W

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