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2025年9月2日 #

Fault diagnosis of wind turbine pitch system based on LSTM with multi-channel attention mechanism

     摘要: Pitch system can adjust the blade’s pitch angle, control the aerodynamic torque and capture the wind turbine’s aerodynamic power. It is critical guarantee for the turbine’s safety and stability. However, the turbine’s operating environment is harsh and the long-term component abrasion may cause the system failure. Only by the monitoring signals’ instantaneous value, it is difficult to discovery the system fault. Therefore, this paper fuses multiple time sequence signals and uses the multi-channe  阅读全文

posted @ 2025-09-02 12:46 XIZAO2025 阅读(10) | 评论 (0)编辑 收藏

Distribution Characteristics of Wind Speed Relative Volatility and Its Influence on Output Power

     摘要: The stochastic fluctuations of wind speed and wind power curve modeling are complex tasks due to fluctuations in the difference between actual and theoretical power output, leading to a reduction in the accuracy of wind-power curve models. To address this issue, this paper proposes a normal distribution-modeling method based on relative volatility, which extracts the wind-speed variation patterns from the onsite SCADA (Supervisory Control And Data Acquisition) data, analyzes the correlation betw  阅读全文

posted @ 2025-09-02 12:45 XIZAO2025 阅读(10) | 评论 (0)编辑 收藏