Predictive control method, system, electronic device and readable storage medium for a floating wind turbine
By training environment prediction models and wind turbine state prediction models, the control strategy of floating wind turbines predicts and prevents fatigue damage, solving the problem of long-term fatigue damage in existing technologies and realizing safe and efficient wind turbine operation.
CN116696658BActive Publication Date: 2026-06-16SHANGHAI JIAOTONG UNIV
Patent Information
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- SHANGHAI JIAOTONG UNIV
- Filing Date
- 2023-06-26
- Publication Date
- 2026-06-16
Smart Images
Figure CN116696658B_ABST
Abstract
The application provides a kind of prediction control method, system, equipment and storage medium of floating wind turbine, wherein based on big data artificial intelligence training technology and digital twin technology, environmental prediction model is obtained in advance by collecting and training historical environmental data, and then corresponding wind turbine state prediction model is obtained by digital twin according to environmental prediction model, and performance and fatigue damage of wind turbine are predicted and control scheme is formulated by wind turbine state prediction model. The control scheme provided in the application ensures the safe operation of the wind turbine while taking into account the power output performance of the wind turbine, has good economic and social benefits, and has promotional value.
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