A data-driven bottom-up approach for spatial and temporal electric load forecasting

• Main Authors: Ye, Chengjin, Ding, Yi, Wang, Peng, Lin, Zhenzhi
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2021
• Subjects: Engineering::Electrical and electronic engineering; Spatial Load Forecast; Land Plot
• Online Access: https://hdl.handle.net/10356/151221
• Institution: Nanyang Technological University

With the rapid urbanization, electrical infrastructure spreads to raw areas without existing loads. How to achieve accurate long-term load forecasts based on land use plans is a realistic problem. On the other hand, load forecasting (LF) should be extended to high spatial resolutions to guide middle...