Wind turbine power curve modeling based on Gaussian Processes and Artificial Neural Networks

Bartolomé Manobel,Frank Sehnke,Juan A. Lazzús,Ignacio Salfate,Martin Felder,Sonia Montecinos

Renewable Energy（2018）

引用 106|浏览30

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摘要

An accurate estimation of the wind turbine power curve is a key issue to the provision of the electricity that the wind farm will transfer to the grid and for a correct evaluation of the performance of each turbine. Artificial Neural Networks (ANN) have proven to be well suited for solving this problem.

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关键词

Automatic filtering method,Wind turbine underperformance,Renewable energy,Wind power forecasting

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