Sandro Iacovella

Experimental analysis of data-driven control for a building heating system

Giuseppe Tommaso Costanzo, Sandro Iacovella, Frederik Ruelens et al. · Sustainable Energy Grids and Networks · 2016 · 124 citations

Control Method, Engineering, Energy Management +8

Demand response of a heterogeneous cluster of electric water heaters using batch reinforcement learning

Frederik Ruelens, Bert Claessens, Stijn Vandael et al. · 2014 · 81 citations

Batch Reinforcement Learning, Energy Control, Engineering +13

Learning Agent for a Heat-Pump Thermostat with a Set-Back Strategy Using Model-Free Reinforcement Learning

Frederik Ruelens, Sandro Iacovella, Bert Claessens et al. · Energies · 2015 · 77 citations · Full text

Artificial Intelligence, Heat-pump Thermostat, Engineering +18

Cluster Control of Heterogeneous Thermostatically Controlled Loads Using Tracer Devices

Sandro Iacovella, Frederik Ruelens, P. Vingerhoets et al. · IEEE Transactions on Smart Grid · 2015 · 64 citations

Engineering, Energy Efficiency, Load Control +18

Distributed voltage control mechanism in low-voltage distribution grid field test

Sandro Iacovella, K. Lemkens, Frederik Geth et al. · 2013 · 10 citations · Full text

Electrical Engineering, Engineering, Power Grid Operation +13