Decentralized coordination of plug-in hybrid vehicles for imbalance reduction in a smart grid. - Stijn Vandael; Nelis Boucké; Tom Holvoet; Klaas De Craemer; Geert Deconinck (AAMAS, 2011)

Self-learning demand side management for a heterogeneous cluster of devices with binary control actions. - Bert Claessens; Stijn Vandael; Frederik Ruelens; Maarten Hommelberg (ISGT Europe, 2012)

Demand side management of electric vehicles with uncertainty on arrival and departure times. - Frederik Ruelens; Stijn Vandael; Willem Leterme; Bert Claessens; Maarten Hommelberg; Tom Holvoet; Ronnie Belmans (ISGT Europe, 2012)

Peak shaving of a heterogeneous cluster of residential flexibility carriers using reinforcement learning. - Bert Claessens; Stijn Vandael; Frederik Ruelens; Klaas De Craemer; Bert Beusen (ISGT Europe, 2013)

Stochastic portfolio management of an electric vehicles aggregator under price uncertainty. - Frederik Ruelens; Sam Weckx; Willem Leterme; Stijn Vandael; Bert Claessens; Ronnie Belmans (ISGT Europe, 2013)

A comparison of two GIV mechanisms for providing ancillary services at the University of Delaware. - Stijn Vandael; Tom Holvoet; Geert Deconinck; Sachin Kamboj; Willett Kempton (SmartGridComm, 2013)

A Model-Free Flexibility Management System at KU Leuven and VITO. - Stijn Vandael; Bert Claessens; Tom Holvoet; Geert Deconinck (ERCIM News, 2013)

A Scalable Three-Step Approach for Demand Side Management of Plug-in Hybrid Vehicles. - Stijn Vandael; Bert Claessens; Maarten Hommelberg; Tom Holvoet; Geert Deconinck (IEEE Trans. Smart Grid, 2013)

Anticipatory Coordination of Electric Vehicle Allocation to Fast Charging Infrastructure. - Kristof Coninx; Rutger Claes; Stijn Vandael; Niels Leemput; Tom Holvoet; Geert Deconinck (PAAMS, 2014)

Demand response of a heterogeneous cluster of electric water heaters using batch reinforcement learning. - Frederik Ruelens; Bert J. Claessens; Stijn Vandael; Sandro Iacovella; Pieter Vingerhoets; Ronnie Belmans (PSCC, 2014)

An Event-Driven Dual Coordination Mechanism for Demand Side Management of PHEVs. - Klaas De Craemer; Stijn Vandael; Bert Claessens; Geert Deconinck (IEEE Trans. Smart Grid, 2014)

Residential Demand Response Applications Using Batch Reinforcement Learning. - Frederik Ruelens; Bert Claessens; Stijn Vandael; Bart De Schutter; Robert Babuska; Ronnie Belmans (CoRR, 2015)

Reinforcement Learning of Heuristic EV Fleet Charging in a Day-Ahead Electricity Market. - Stijn Vandael; Bert Claessens; Damien Ernst; Tom Holvoet; Geert Deconinck (IEEE Trans. Smart Grid, 2015)

Residential Demand Response of Thermostatically Controlled Loads Using Batch Reinforcement Learning. - Frederik Ruelens; Bert J. Claessens; Stijn Vandael; Bart De Schutter; Robert Babuska; Ronnie Belmans (IEEE Trans. Smart Grid, 2017)