4 citations · 4 across the 1 of their papers we have counts for
3 papers
PhysQ: A Physics Informed Reinforcement Learning Framework for Building Control
Gargya Gokhale, Bert Claessens, Chris Develder
Large-scale integration of intermittent renewable energy sources calls for substantial demand side flexibility. Given that the built environment accounts for approximately 40% of t…
Optimal Combination of Frequency Control and Peak Shaving with Battery Storage Systems
Jonas Engels, Bert Claessens, Geert Deconinck
Combining revenue streams by providing multiple services with battery storage systems increases profitability and enhances the investment case. In this work, we present a novel opt…
Trajectory tracking with an aggregation of domestic hot water heaters: Combining model-based and model-free control in a commercial deployment
Mingxi Liu, Stef Peeters, Duncan S. Callaway +1
Scalable demand response of residential electric loads has been a timely research topic in recent years. The commercial coming of age or residential demand response requires a scal…