DESIGN OF A MATLAB GUI FOR SHORT-TERM SOLAR FORECASTING BASED ON DEEP LEARNING

• Видавець: Institute of Renewable Energy National Academy of Sciences of Ukraine
• Дата: 2023
• Автори: Matushkin, D., Bosak, A.
• Формат: Стаття
• Мова: Ukrainian
• Опубліковано: Institute of Renewable Energy National Academy of Sciences of Ukraine 2023
• Теми: short-term forecasting; solar power plant; deep learning; Long Short-Term Memory; graphical user inter-face; Короткострокове прогнозування; сонячна електростанція; глибоке навчання; довга короткочас-на пам'ять; графічний інтерфейс користувача
• Онлайн доступ: https://ve.org.ua/index.php/journal/article/view/408

In energy systems, it is crucial to forecast solar energy generation for optimization of operations and to mitigate the impact of uncertainty. Forecasting solar energy involves predicting solar irradiance, for which historical solar irradiance and weather parameter data are typically required. Howev...