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

• المؤلفون الرئيسيون: Gao, Ruobin, Du, Liang, Suganthan, Ponnuthurai Nagaratnam, Zhou, Qin, Yuen, Kum Fai
• مؤلفون آخرون: School of Civil and Environmental Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2023
• الموضوعات: Engineering::Computer science and engineering; Forecasting; Deep Learning
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/170493
• المؤسسة: Nanyang Technological University

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...