Renewable energy power output forecasting

• Main Author: Wang, Zhiwei
• Other Authors: Xu Yan
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/171435
• Institution: Nanyang Technological University

This study focuses on utilizing machine learning algorithms to predict solar power generation. The validation dataset utilized in this study was gathered at the St. Lucia Campus, University of Queensland, Australia. Two algorithms, Gradient Descent and Long Short-Term Memory (LSTM), were employed to...