Fred Spiessens - Publications, H-index & Citations

Fred Spiessens

VITO

17H指数

38论文数

1.1K被引数

收录论文 12

发表时间

Combined peak reduction and self-consumption using proximal policy optimisation

ENERGY AND AI

IF9.6

2024-05-01

OAAI

Peirelinck, Thijs; Hermans, Chris; Spiessens, Fred; Deconinck, Geert

Comparison of Model Complexities in Optimal Control Tested in a Real Thermally Activated Building System 在真实的热活化建筑系统中测试的最佳控制中模型复杂性的比较

BUILDINGS

IF3.1

2022-04-23

OAAI

Arroyo, Javier; Spiessens, Fred; Helsen, Lieve

Reinforced model predictive control (RL-MPC) for building energy management 用于建筑能源管理的增强型模型预测控制 (rl-mpc)

APPLIED ENERGY

IF11

2022-03-01

OAAI

Arroyo, Javier; Manna, Carlo; Spiessens, Fred; Helsen, Lieve

Transfer learning in demand response: A review of algorithms for data-efficient modelling and control 需求响应中的迁移学习: 数据高效建模和控制算法综述

ENERGY AND AI

IF9.6

2022-01-01

OAAI

Peirelinck, Thijs; Kazmi, Hussain; Mbuwir, Brida, V; Hermans, Chris; Spiessens, Fred; Suykens, Johan; Deconinck, Geert

Transfer learning for Demand Response of a Multi-Agent Battery and Electric Water Heater System

2021 IEEE PES INNOVATIVE SMART GRID TECHNOLOGY EUROPE (ISGT EUROPE 2021)

IF0

2021-10-18

PREAI

Peirelinck, Thij S.; Hermans, Chris; Spiessens, Fred; Deconinck, Geert

Domain Randomization for Demand Response of an Electric Water Heater 电热水器需求响应的域随机化

IEEE TRANSACTIONS ON SMART GRID

IF9.8

2021-03-01

OAAI

Peirelinck, Thijs; Hermans, Chris; Spiessens, Fred; Deconinck, Geert

Distributed optimization for scheduling energy flows in community microgrids

ELECTRIC POWER SYSTEMS RESEARCH

IF4.2

2020-10-01

OAAI

Mbuwir, Brida, V; Spiessens, Fred; Deconinck, Geert

Using reinforcement learning for maximizing residential self-consumption - Results from a field test

ENERGY AND BUILDINGS

IF7.1

2020-01-01

PREAI

Soares, Ana; Geysen, Davy; Spiessens, Fred; Ectors, Dominic; De Somer, Oscar; Vanthournout, Koen

Reinforcement learning for control of flexibility providers in a residential microgrid

IET SMART GRID

IF2.7

2019-11-12

OAAI

Mbuwir, Brida V.; Geysen, Davy; Spiessens, Fred; Deconinck, Geert

Distributed Optimization Algorithm for Residential Flexibility Activation-Results From a Field Test 用于住宅灵活性激活的分布式优化算法-现场测试的结果

IEEE TRANSACTIONS ON POWER SYSTEMS

IF7.2

2019-09-01

PREAI

Soares, Ana; De Somer, Oscar; Ectors, Dominic; Aben, Filip; Goyvaerts, Jan; Broekmans, Milo; Spiessens, Fred; van Goche, Dennis; Vanthournout, Koen

Distributed optimization of energy flows in microgrids based on dual decomposition 基于对偶分解的微网能量流分布式优化

IFAC PAPERSONLINE

IF0

2019-01-01

OAAI

Mbuwir, Brida, V; Spiessens, Fred; Deconinck, Geert

Battery Energy Management in a Microgrid Using Batch Reinforcement Learning

ENERGIES

IF3.2

2017-11-12

125

OAAI

Mbuwir, Brida V.; Ruelens, Frederik; Spiessens, Fred; Deconinck, Geert

研究方向