Presentation
Offered services
Background
formance, achieving over 90 percent correlation between predicted and actual wind speeds.
◦ Integrated and preprocessed high-frequency SCADA data (2021–2024) with 20 years of ERA5 reanalysis
data, employing filtering and interpolation techniques to align complex datasets.
◦ Engineered 72 input features to enhance yield prediction accuracy, enabling high-fidelity production estima-
tion and improved risk assessment for energy production.
◦ Generated scaled wind speed time series and computed the Wind Energy Index (WEI) for monthly and
annual performance benchmarking.
◦ Analyzed microscale atmospheric effects to provide actionable insights into turbine performance variations
and long-term yield analysis.


