3 papers
cs.CL2024
News and Load: Social and Economic Drivers of Regional Multi-horizon Electricity Demand Forecasting
Yun Bai, Simon Camal, Andrea Michiorri
The relationship between electricity demand and variables such as economic activity and weather patterns is well established. However, this paper explores the connection between el…
cs.LG2023
Electricity Demand Forecasting through Natural Language Processing with Long Short-Term Memory Networks
Yun Bai, Simon Camal, Andrea Michiorri
Electricity demand forecasting is a well established research field. Usually this task is performed considering historical loads, weather forecasts, calendar information and known…
cs.CL2023
News and Load: A Quantitative Exploration of Natural Language Processing Applications for Forecasting Day-ahead Electricity System Demand
Yun Bai, Simon Camal, Andrea Michiorri
The relationship between electricity demand and weather is well established in power systems, along with the importance of behavioral and social aspects such as holidays and signif…