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Study Results from University College Dublin Broaden Understanding of Machine Learning (Wind Power Forecasting Using Ensemble Learning for Day-ahead Energy Trading)

2022 JUN 22 (NewsRx) By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Data detailed on Machine Learning have been presented. According to news reporting from Dublin, Ireland, by NewsRx journalists, research stated, “Wind power forecasting is a field characterised by sudden weather-related events, turbine failures and constraints imposed by ....

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AI tool developed to predict energy generation at windfarms

AI tool developed to predict energy generation at windfarms
An SSE windfarm. Image: SSE Airtricity
CeADAR and SSE Airtricity collaborated on the applied data and AI project, which has been rolled out at 21 windfarms in Ireland.
Researchers in Ireland have developed a new system that uses AI to predict the amount of renewable energy that will be produced at windfarms.
The AI tool, called FREMI (Forecasting Renewable Energy with Machine Intelligence), was developed through a partnership between applied AI centre CeADAR and SSE Airtricity.
The €370,000 project was funded by the SEAI National Energy Research Development and Demonstration programme and took 18 months to complete. FREMI has already been deployed by SSE Airtricity at 21 windfarms around Ireland that are owned and operated by its sister company SSE Renewables. ....

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