Random vector functional link neural network based ensemble deep learning for short-term load forecasting

• Main Authors: Gao, Ruobin, Du, Liang, Suganthan, Ponnuthurai Nagaratnam, Zhou, Qin, Yuen, Kum Fai
• 其他作者: School of Civil and Environmental Engineering
• 格式: Article
• 語言: English
• 出版: 2023
• 主題: Engineering::Computer science and engineering; Forecasting; Deep Learning
• 在線閱讀: https://hdl.handle.net/10356/170493

Electric load forecasting is essential for the planning and maintenance of power systems. However, its unstationary and non-linear properties impose significant difficulties in predicting future demand. This paper proposes a novel ensemble deep Random Vector Functional Link (edRVFL) network for elec...