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Journal Articles
- 2017
[j4]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): 2149-2159 (2017)- 2015
- [j3]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): 1795-1805 (2015) - 2014
- [j2]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): 751-760 (2014) - 2013
- [j1]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): 720-728 (2013)
Conference and Workshop Papers
- 2014
- [c8]Kristof Coninx, Rutger Claes, Stijn Vandael, Niels Leemput, Tom Holvoet, Geert Deconinck:
Anticipatory Coordination of Electric Vehicle Allocation to Fast Charging Infrastructure. PAAMS 2014: 74-85 - [c7]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: 1-7 - 2013
- [c6]Bert Claessens, Stijn Vandael, Frederik Ruelens, Klaas De Craemer, Bert Beusen:
Peak shaving of a heterogeneous cluster of residential flexibility carriers using reinforcement learning. ISGT Europe 2013: 1-5 - [c5]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: 1-5 - [c4]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: 211-216 - 2012
- [c3]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: 1-8 - [c2]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: 1-8 - 2011
- [c1]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: 803-810
Informal and Other Publications
- 2015
- [i2]Frederik Ruelens, Bert Claessens, Stijn Vandael, Bart De Schutter, Robert Babuska, Ronnie Belmans:
Residential Demand Response Applications Using Batch Reinforcement Learning. CoRR abs/1504.02125 (2015) - 2013
- [i1]Stijn Vandael, Bert Claessens, Tom Holvoet, Geert Deconinck:
A Model-Free Flexibility Management System at KU Leuven and VITO. ERCIM News 2013(92) (2013)
Coauthor Index
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