A novel approach based on a feature selection procedure for residential load identification

E Akarslan, R Doğan - Sustainable Energy, Grids and Networks, 2021 - Elsevier
Identification of load in a grid is an essential part of the management of grid and security. In
this study, a novel load identification model, a combination of a feature selection method and …

Güneş Işınım Tahmininde NARX Modelinin Uygulanması

A Sarı, M Aktaş, A Yönetken, R Doğan - Afyon Kocatepe Üniversitesi …, 2021 - dergipark.org.tr
Elektrik enerjisi üretiminde Fosil yakıtlardan, kaynak sıkıntısı olmayan yenilenebilir enerjiye
doğru bir geçiş söz konusudur. Bu kaynaklardan en önemlisi güneş enerjisidir. Güneş …

Application of Elman and NCA to uncover most informative parameter for load forecasting

E Akarslan, FO Hocaoğlu - 2021 18th International Conference …, 2021 - ieeexplore.ieee.org
Energy management is one of the critical issues for planning various energy sources for
optimum operation. On the other hand, both consumption and production sides must be …