2 papers
cs.LG2023
Deep Generative Methods for Producing Forecast Trajectories in Power Systems
Nathan Weill, Jonathan Dumas
With the expansion of renewables in the electricity mix, power grid variability will increase, hence a need to robustify the system to guarantee its security. Therefore, Transport…
math.OC2023
Multi-objective near-optimal necessary conditions for multi-sectoral planning
Antoine Dubois, Jonathan Dumas, Paolo Thiran +2
This paper extends the concepts of epsilon-optimal spaces and necessary conditions for near-optimality from single-objective to multi-objective optimisation. These notions are firs…