Frederik Ruelens

According to our database1, Frederik Ruelens authored at least 17 papers between 2012 and 2018.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2018
Reinforcement Learning Applied to an Electric Water Heater: From Theory to Practice.
IEEE Trans. Smart Grid, 2018

Convolutional Neural Networks for Automatic State-Time Feature Extraction in Reinforcement Learning Applied to Residential Load Control.
IEEE Trans. Smart Grid, 2018

2017
Residential Demand Response of Thermostatically Controlled Loads Using Batch Reinforcement Learning.
IEEE Trans. Smart Grid, 2017

Cluster Control of Heterogeneous Thermostatically Controlled Loads Using Tracer Devices.
IEEE Trans. Smart Grid, 2017

Direct Load Control of Thermostatically Controlled Loads Based on Sparse Observations Using Deep Reinforcement Learning.
CoRR, 2017

Model-Free Control of Thermostatically Controlled Loads Connected to a District Heating Network.
CoRR, 2017

2016
Sequential decision-making strategy for a demand response aggregator in a two-settlement electricity market.
Proceedings of the 2016 European Control Conference, 2016

2015
Learning Agent for a Heat-Pump Thermostat With a Set-Back Strategy Using Model-Free Reinforcement Learning.
CoRR, 2015

Residential Demand Response Applications Using Batch Reinforcement Learning.
CoRR, 2015

Experimental analysis of data-driven control for a building heating system.
CoRR, 2015

2014
A Flexible Stochastic Optimization Method for Wind Power Balancing With PHEVs.
IEEE Trans. Smart Grid, 2014

Demand response of a heterogeneous cluster of electric water heaters using batch reinforcement learning.
Proceedings of the 2014 Power Systems Computation Conference, 2014

2013
Double-layered control methodology combining price objective and grid constraints.
Proceedings of the IEEE Fourth International Conference on Smart Grid Communications, 2013

Stochastic portfolio management of an electric vehicles aggregator under price uncertainty.
Proceedings of the 4th IEEE PES Innovative Smart Grid Technologies Europe, 2013

Peak shaving of a heterogeneous cluster of residential flexibility carriers using reinforcement learning.
Proceedings of the 4th IEEE PES Innovative Smart Grid Technologies Europe, 2013

2012
Demand side management of electric vehicles with uncertainty on arrival and departure times.
Proceedings of the 3rd IEEE PES Innovative Smart Grid Technologies Europe, 2012

Self-learning demand side management for a heterogeneous cluster of devices with binary control actions.
Proceedings of the 3rd IEEE PES Innovative Smart Grid Technologies Europe, 2012


  Loading...