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Review of Artificial Intelligence Technology Applications in Offshore Wind Turbines
KANG Yirou, CHEN Peng, CHENG Zhengshun, HU Zhiqiang
Ship & Boat
2023, 34 (05):
12-23.
DOI: 10.19423/j.cnki.31-1561/u.2023.05.012
At present, the offshore wind turbine in China is developing rapidly, and the application of artificial intelligence technology in the field of offshore wind turbine is the current research hotspot. This paper analyzes and summarizes the application of various artificial intelligence technologies in the dynamic response analysis, operation and maintenance monitoring, design, operation and maintenance optimization of offshore wind turbines in multiple directions, involving dynamic response forecasting, power forecasting, structural monitoring, fault diagnosis, control optimization, operation and maintenance optimization. The results show that AI technology can better cope with the challenges in the field of offshore wind turbine design and operation and maintenance. Finally, the application prospects of AI technology in the area of offshore wind turbines and several major constraints currently exist are discussed, and the future development direction is envisioned.
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