Ö. Ali

Oct 19, 2023 | mdpi.com | Ömer Karaman |Omer Ali |Ö. Ali

2.2. Proposed Model ArchitectureThe predictive performance of the intended models was evaluated using two data sets. The first data set pertains to internal wind turbine data, while the second comprises external weather-related data. These two data sets were merged to create a final data set with 8760 observations. The initial data set consisted of 50,530 samples, with 2030 missing data instances identified. The missing data was successfully imputed using the kNN algorithm to address this.