A Compound Approach for Monitoring the Variation in Wind Turbine Power Performance with SCADA Data
Xin Wang,
Deyou Liu,
Ling Zhou
et al.
Abstract:The performance of wind turbines directly determines the profitability of wind farms. However, the complex environmental conditions and influences of various uncertain factors make it difficult to accurately assess and monitor the actual power generation performance of wind turbines. A data-driven approach is proposed to intelligently monitor the power generation performance evolution of wind turbines based on operational data. Considering the inherent nonlinearity and structural complexity of wind turbine sys… Show more
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