ML4WX

Local & station forecasting

24-hours wind speed forecasting and wind power generation in La Serena (Chile)

Ignacio Salfate, Carlos Hugo López-Caraballo, Carolina Sabín-Sanjulián, Juan A. Lazzús, Pedro Vega, Fernando Cuturrufo, Julio César Marín

Wind Engineering ·

Paper

In one sentence. Backpropagation neural network forecasts 12 and 24 h wind speed at La Serena, Chile, with RMSE about 0.7 m/s, and links it to wind turbine power output.

Labels

Topic
Local & station forecasting, Applications & impacts
Type
New model or method
Method
Other
Time scale
6 h–3 days
Domain
Local / station
Data
Station / in-situ
Status
Research
Identifiers
DOI:10.1177/0309524x18780381 OpenAlex:W2810254207
Added
2026-10-22

Labels and summary are generated by Claude and reviewed weekly. Wrong? Edit this entry.