Residential Demand Response of Thermostatically Controlled Loads Using Batch Reinforcement Learning

Frederik Ruelens, Bert Claessens, Stijn Vandael, +3

IEEE Transactions on Smart Grid

Artificial IntelligenceResidential Demand ResponseEngineeringMachine LearningEnergy Efficiency +23

A Scalable Three-Step Approach for Demand Side Management of Plug-in Hybrid Vehicles

Stijn Vandael, Bert Claessens, M.P.F. Hommelberg, +2

IEEE Transactions on Smart Grid

EngineeringIncluding Vehicle-to-gridHybrid Electric VehicleOperations ResearchCommercial Vehicle Operation +19

Reinforcement Learning of Heuristic EV Fleet Charging in a Day-Ahead Electricity Market

Stijn Vandael, Bert Claessens, Damien Ernst, +2

IEEE Transactions on Smart Grid

Power MarketEv ChargingEngineeringIntelligent Energy SystemSmart Grid +12

Decentralized demand side management of plug-in hybrid vehicles in a Smart Grid

Stijn Vandael, Nelis Boucké, Tom Holvoet, +1

Lirias (KU Leuven)

EngineeringIntelligent Energy SystemSmart GridElectric VehiclesEnergy Management +13

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

Frederik Ruelens, Bert Claessens, Stijn Vandael, +3

Batch Reinforcement LearningEnergy ControlEngineeringDemand Response AggregatorSmart Grid +11

Decentralized coordination of plug-in hybrid vehicles for imbalance reduction in a smart grid

Stijn Vandael, Nelis Boucké, Tom Holvoet, +2

Adaptive Agents and Multi-Agents Systems

Intelligent Electricity GridsSmart GridsImbalance ReductionDistributed Energy SystemEngineering +12

An Event-Driven Dual Coordination Mechanism for Demand Side Management of PHEVs

Klaas De Craemer, Stijn Vandael, Bert Claessens, +1

IEEE Transactions on Smart Grid

EngineeringPower ControlMarket DesignMarket TimeslotOperations Research +20

A comparison of two GIV mechanisms for providing ancillary services at the University of Delaware

Stijn Vandael, Tom Holvoet, Geert Deconinck, +2

Demand side management of electric vehicles with uncertainty on arrival and departure times

Frederik Ruelens, Stijn Vandael, Willem Leterme, +4

Mathematical ProgrammingEngineeringOn-demand TransportOperations ResearchElectric Vehicles +21

Self-learning demand side management for a heterogeneous cluster of devices with binary control actions

Bert Claessens, Stijn Vandael, Frederik Ruelens, +1

Artificial IntelligenceMathematical ProgrammingEngineeringMachine LearningMulti-agent Learning +22