Publications
Towards machine-learning driven prognostics and health management of Li-ion batteries. A comprehensive review Vrije Universiteit Brussel
Advances in inorganic, polymer and composite electrolytes: Mechanisms of Lithium-ion transport and pathways to enhanced performance Vrije Universiteit Brussel
Techno-economic assessment on hybrid energy storage systems comprising hydrogen and batteries: A case study in Belgium Vrije Universiteit Brussel
This paper introduces a Techno-Economic Assessment (TEA) on present and future scenarios of different energy storage technologies comprising hydrogen and batteries: Battery Energy Storage System (BESS), Hydrogen Energy Storage System (H2ESS), and Hybrid Energy Storage System (HESS). These three configurations were assessed for different time horizons: 2019, 2022 and 2030, under both on-grid and off-grid conditions. For 2030, a sensitivity ...
Forecasting flexibility of charging of electric vehicles Vrije Universiteit Brussel
Scheduling electric vehicle charging sessions allows to aggregate flexibility in order to minimize energy costs and reduce congestion in the electricity grid. Existing research shows that user input for energy and parking duration does not serve as a reliable prediction. The study presents an evaluation of the forecast error and computational performance of the different models. Two main methods are investigated: tree-based (gradient boosted ...