Long Term Wind Turbine Performance Analysis Through SCADA Data: A Case Study

2021 IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI)(2021)

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摘要
Performance monitoring of horizontal-axis wind turbines is a complex task because they operate under nonstationary conditions. Furthermore, in real-world applications, there can be data quality issues because the free stream wind speed is reconstructed through a nacelle transfer function from cup anemometers measurements collected behind the rotor span. Given these matters of fact, one of the obje...
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关键词
Training,Support vector machines,Power measurement,Wind speed,Velocity control,Transfer functions,Companies
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