Concepedia

Stijn Vandael

SV

13

Publications

1.2K

Citations

13

H-Index

2010

Active since

Affiliations

KU Leuven(Current)

Flemish Institute for Technological Research

United States Department of Energy

Stijn Vandael is an author at KU Leuven specializing in systems engineering, engineering, and energy management.

Top concepts

EngineeringSystems EngineeringEnergy ManagementSmart GridOperations ResearchComputer EngineeringBusinessComputer ScienceRobot LearningMachine Learning

Publications per year

2010–2016

13

Publications

13

Residential Demand Response of Thermostatically Controlled Loads Using Batch Reinforcement Learning

Frederik Ruelens, Bert Claessens, Stijn Vandael et al. · IEEE Transactions on Smart Grid · 2016 · 330 citations

Artificial Intelligence, Residential Demand Response, Engineering +25

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

Stijn Vandael, Bert Claessens, M.P.F. Hommelberg et al. · IEEE Transactions on Smart Grid · 2012 · 244 citations · Full text

Engineering, Including Vehicle-to-grid, Hybrid Electric Vehicle +21

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

Stijn Vandael, Bert Claessens, Damien Ernst et al. · IEEE Transactions on Smart Grid · 2015 · 195 citations · Full text

Power Market, Ev Charging, Engineering +14

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

Stijn Vandael, Nelis Boucké, Tom Holvoet et al. · Lirias (KU Leuven) · 2010 · 85 citations · Full text

Engineering, Intelligent Energy System, Smart Grid +15

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

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