Personalized Demand Response via Shape-Constrained Online Learning

Ana M. Ospina, Andrea Simonetto, Emiliano Dall'Anese

This paper formalizes a demand response task as an optimization problem featuring a known time-varying engineering cost and an unknown (dis)comfort function. Based on this model, t…