Deep learning-based solar power generation forecasting

• 主要作者: Fei, Siqi
• 其他作者: Xu Yan
• 格式: Thesis-Master by Coursework
• 語言: English
• 出版: Nanyang Technological University 2024
• 主題: Engineering
• 在線閱讀: https://hdl.handle.net/10356/175516

This dissertation aims at forecasting solar power generation using historical time series data. The deep learning models were adopted for this purpose. The data samples obtained from the website Entso-e Transparency Platform were partitioned and normalized. Based on gradient descent and long sho...