A market framework for grid balancing support through imbalances trading Journal Article
Renewable and Sustainable Energy Reviews, 137 , pp. 110467, 2021.
A probabilistic building characterization method for district energy simulations Journal Article
Energy and Buildings, 230 , pp. 110566, 2021.
A generalizable and sensor-independent deep learning method for fault detection and location in low-voltage distribution grids Journal Article
Applied Energy, 276 , pp. 115299, 2020.
Incentivizing renewables and reducing grid imbalances through market interaction: A forecasting and control approach PhD Thesis
Delft University of Technology, 2020, ISBN: 978-94-6402-444-9.
Optimal Control Strategies for Seasonal Thermal Energy Storage Systems with Market Interaction Journal Article
IEEE Transactions on Control Systems Technology, pp. Early Access, 2020.
Effect of market design on strategic bidding behavior: Model-based analysis of European electricity balancing markets Journal Article
Applied Energy, 270 , pp. 115130, 2020.
Fault diagnosis in low voltage smart distribution grids using gradient boosting trees Journal Article
Electric Power Systems Research, 182 , 2020, ISSN: 0378-7796.
A 1-dimensional continuous and smooth model for thermally stratified storage tanks including mixing and buoyancy Journal Article
Applied Energy, 248 , pp. 640–655, 2019.
Building day-ahead bidding functions for seasonal storage systems: A reinforcement learning approach Conference
Proceedings of the IFAC Workshop on Control of Smart Grid and Renewable Energy Systems, 2019.
A probabilistic approach to allocate building parameters within district energy simulations Conference
Proceedings of the Urban Energy Simulation Conference, 2019.
Scenario-based Model Predictive Control Approach for Heating Systems in an Office Building Conference
Proceedings of the 15th IEEE International Conference on Automation Science and Engineering, IEEE, 2019.
Forecasting day-ahead electricity prices in Europe: Ŧhe importance of considering market integration Journal Article
Applied Energy, 211 , pp. 890–903, 2018, ISSN: 0306-2619.
Short-term forecasting of solar irradiance without local telemetry: A generalized model using satellite data Journal Article
Solar Energy, 173 , pp. 566–577, 2018.
A generalized model for short-term forecasting of solar irradiance Conference
Proceedings of the 2018 IEEE Conference on Decision and Control, IEEE, 2018.
Warping model predictive control for application in control of a real airborne wind energy system Journal Article
Control Engineering Practice, 78 , pp. 65 - 78, 2018, ISSN: 0967-0661.
Forecasting spot electricity prices: Đeep learning approaches and empirical comparison of traditional algorithms Journal Article
Applied Energy, 221 , pp. 386–405, 2018.
Thermal load forecasting in district heating networks using deep learning and advanced feature selection methods Journal Article
Energy, 157 , pp. 141–149, 2018.