3 papers
eess.SY2026
An Annual Quasi-Static Time-Series Simulation Framework for Enhanced Transmission System Expansion Planning
Hussein Suprême, Martin de Montigny, Kevin-R. Sorto-Ventura +3
The increasing integration of distributed energy resources (DERs), variable renewable energy sources, and emerging technologies presents new challenges for transmission system expa…
cs.LG2025
Leveraging Multivariate Long-Term History Representation for Time Series Forecasting
Huiliang Zhang, Di Wu, Arnaud Zinflou +3
Multivariate Time Series (MTS) forecasting has a wide range of applications in both industry and academia. Recent advances in Spatial-Temporal Graph Neural Network (STGNN) have ach…
eess.SY2024
Integrated Modeling and Forecasting of Electric Vehicles Charging Profiles Based on Real Data
Octavio Ramos-Leaños, Hussein Suprême, Mouhamadou Makthar Dione +2
In the context of energy transition and decarbonization of the economy, several governments will ban the sale of new combustion vehicles by 2050. Thus, growing penetration of elect…