2 papers
math.OC2025
Mean Field Control of Thermostatically Controlled Loads as Piecewise Deterministic Markov Processes
Thomas Le Corre, Adrien Séguret, Ana BuÅ¡iÄ
This paper presents a mean-field control approach for Piecewise Deterministic Markov Processes (PDMPs), specifically designed for controlling a large number of agents. By modeling…
math.OC2025
Moment Constrained Optimal Transport for Thermostatically Controlled Loads
Thomas Le Corre, Julien Cardinal, Ana BuÅ¡iÄ
Controlling large populations of thermostatically controlled loads (TCLs), such as water heaters, poses significant challenges due to the need to balance global constraints (e.g.,…