Stijn Vandael

Publication Activity (10 Years)

Years Active: 2011-2017
Publications (10 Years): 1

Top Topics

Temporal Difference

Reinforcement Learning

Hurricane Katrina

Electric Vehicles

Top Venues

IEEE Trans. Smart Grid

Publications

Frederik Ruelens, Bert J. Claessens, Stijn Vandael, Bart De Schutter, Robert Babuska, Ronnie Belmans
Residential Demand Response of Thermostatically Controlled Loads Using Batch Reinforcement Learning. IEEE Trans. Smart Grid 8 (5) (2017)
Stijn Vandael, Bert Claessens, Damien Ernst, Tom Holvoet, Geert Deconinck
Reinforcement Learning of Heuristic EV Fleet Charging in a Day-Ahead Electricity Market. IEEE Trans. Smart Grid 6 (4) (2015)
Frederik Ruelens, Bert Claessens, Stijn Vandael, Bart De Schutter, Robert Babuska, Ronnie Belmans
Residential Demand Response Applications Using Batch Reinforcement Learning. CoRR (2015)
Klaas De Craemer, Stijn Vandael, Bert Claessens, Geert Deconinck
An Event-Driven Dual Coordination Mechanism for Demand Side Management of PHEVs. IEEE Trans. Smart Grid 5 (2) (2014)
Frederik Ruelens, Bert J. Claessens, Stijn Vandael, Sandro Iacovella, Pieter Vingerhoets, Ronnie Belmans
Demand response of a heterogeneous cluster of electric water heaters using batch reinforcement learning. PSCC (2014)
Kristof Coninx, Rutger Claes, Stijn Vandael, Niels Leemput, Tom Holvoet, Geert Deconinck
Anticipatory Coordination of Electric Vehicle Allocation to Fast Charging Infrastructure. PAAMS (2014)
Stijn Vandael, Bert Claessens, Maarten Hommelberg, Tom Holvoet, Geert Deconinck
A Scalable Three-Step Approach for Demand Side Management of Plug-in Hybrid Vehicles. IEEE Trans. Smart Grid 4 (2) (2013)
Bert Claessens, Stijn Vandael, Frederik Ruelens, Klaas De Craemer, B. Beusen
Peak shaving of a heterogeneous cluster of residential flexibility carriers using reinforcement learning. ISGT Europe (2013)
Frederik Ruelens, Sam Weckx, Willem Leterme, Stijn Vandael, Bert Claessens, Ronnie Belmans
Stochastic portfolio management of an electric vehicles aggregator under price uncertainty. ISGT Europe (2013)
Stijn Vandael, Bert Claessens, Tom Holvoet, Geert Deconinck
A Model-Free Flexibility Management System at KU Leuven and VITO. ERCIM News 2013 (92) (2013)
Stijn Vandael, Tom Holvoet, Geert Deconinck, Sachin Kamboj, Willett Kempton
A comparison of two GIV mechanisms for providing ancillary services at the University of Delaware. SmartGridComm (2013)
Bert Claessens, Stijn Vandael, Frederik Ruelens, Maarten Hommelberg
Self-learning demand side management for a heterogeneous cluster of devices with binary control actions. ISGT Europe (2012)
Frederik Ruelens, Stijn Vandael, Willem Leterme, Bert Claessens, Maarten Hommelberg, Tom Holvoet, Ronnie Belmans
Demand side management of electric vehicles with uncertainty on arrival and departure times. ISGT Europe (2012)
Stijn Vandael, Nelis Boucké, Tom Holvoet, Klaas De Craemer, Geert Deconinck
Decentralized coordination of plug-in hybrid vehicles for imbalance reduction in a smart grid. AAMAS (2011)