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Wind power forecasting is pivotal in promoting a stable and sustainable grid operation by estimating future power outputs from past meteorological and turbine data. The inherent unpredictability in wind patterns poses substantial challenges in synchronizing supply with demand, with inaccuracies potentially destabilizing the grid and potentially causing energy shortages or excesses. This study develops a data-driven approach to forecast wind power from 30 min to 12 h ahead using historical wind power data collected by the Supervisory Control and Data Acquisition (SCADA) system from one wind turbine, the Enercon/E92 2350 kW model, installed at Casa Nova, Bahia, Brazil. Those data were measured from January 2020 to April 2021. Time orientation was embedded using sine/cosine or cyclic encoding, deriving 16 normalized features that encapsulate crucial daily and seasonal trends. The research explores two distinct strategies: error prediction and error correction, both employing a sequential ....
G Mining Ventures Announces Formal Construction Decision for Tocantinzinho Gold Project and Provides Project Development Update phoenixherald.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from phoenixherald.com Daily Mail and Mail on Sunday newspapers.
Initiation of early works activities at Tocantinzinho in preparation for full constructionDeployment of "Self-Perform" execution model initiated with additions of key personnelAdvancing procurement and ....