Local Structure Optimization Design of Floating Offshore Wind Turbine Platform Based on Response Surface Analysis

被引:0
|
作者
Ren, Yajun [1 ]
Huang, Mingxuan [2 ]
Hao, Jungang [1 ]
Wang, Jiazhi [2 ]
Li, Shuai [1 ]
Zhu, Ling [1 ]
Zhao, Haisheng [2 ]
Shi, Wei [2 ]
机构
[1] China Renewable Energy Engn Inst, Beijing 100120, Peoples R China
[2] Dalian Univ Technol, State Key Lab Coastal & Offshore Engn, Dalian 116024, Peoples R China
关键词
floating offshore wind turbine; structural strength; response surface optimization; gradient descent method;
D O I
10.3390/en17246316
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
The floating platform is a critical component of the floating offshore wind turbine (FOWT), and its internal structure design plays a key role in ensuring the safe operation of the FOWT. In this study, the local model of the floating platform was firstly parameterized, and a response surface model was obtained by conducting an orthogonal test. The response surface model was then optimized using a gradient descent algorithm. Finally, the internal structure arrangement was validated through a safety calibration. The optimization results indicate that the maximum stress of the optimized model is reduced by 22.12% compared to the original model, while maintaining the same mass, centroid, and other mass-related parameters. The optimization significantly improves the safety of the structure and provides valuable references for the design and construction of a FOWT platform.
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页数:24
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