130 citations · 230 across the 8 of their papers we have counts for
10 papers
Probabilistic Forecasting of Imbalance Prices in the Belgian Context
Jonathan Dumas, Ioannis Boukas, Miguel Manuel de Villena +2
Forecasting imbalance prices is essential for strategic participation in the short-term energy markets. A novel two-step probabilistic approach is proposed, with a particular focus…
Deep learning-based multi-output quantile forecasting of PV generation
Jonathan Dumas, Colin Cointe, Xavier Fettweis +1
This paper develops probabilistic PV forecasters by taking advantage of recent breakthroughs in deep learning. It tailored forecasting tool, named encoder-decoder, is implemented t…
Stochastic and deterministic formulations for capacity firming nominations
Jonathan Dumas, Bertrand Cornélusse, Antonello Giannitrapani +2
This paper addresses the energy management of a grid-connected photovoltaic plant coupled with a battery energy storage device, within the capacity firming specifications of the Fr…
Coordination of operational planning and real-time optimization in microgrids
Jonathan Dumas, Selmane Dakir, Clément Liu +1
Hierarchical microgrid control levels range from distributed device level controllers that run at a high frequency to centralized controllers optimizing market integration that run…
Classification of load forecasting studies by forecasting problem to select load forecasting techniques and methodologies
Jonathan Dumas, Bertrand Cornélusse
The key contribution of this paper is to propose a classification into two dimensions of the load forecasting studies to decide which forecasting tools to use in which case. This c…
A Community Microgrid Architecture with an Internal Local Market
Bertrand Cornélusse, Iacopo Savelli, Simone Paoletti +2
This work fits in the context of community microgrids, where members of a community can exchange energy and services among themselves, without going through the usual channels of t…
A New Approach to Electricity Market Clearing With Uniform Purchase Price and Curtailable Block Orders
Iacopo Savelli, Bertrand Cornélusse, Antonio Giannitrapani +2
The European market clearing problem is characterized by a set of heterogeneous orders and rules that force the implementation of heuristic and iterative solving methods. In partic…
Active network management for electrical distribution systems: problem formulation, benchmark, and approximate solution
Quentin Gemine, Damien Ernst, Bertrand Cornélusse
With the increasing share of renewable and distributed generation in electrical distribution systems, Active Network Management (ANM) becomes a valuable option for a distribution s…
A quantitative analysis of the effect of flexible loads on reserve markets
Sébastien Mathieu, Quentin Louveaux, Damien Ernst +1
We propose and analyze a day-ahead reserve market model that handles bids from flexible loads. This pool market model takes into account the fact that a load modulation in one dire…
Relaxations for multi-period optimal power flow problems with discrete decision variables
Quentin Gemine, Damien Ernst, Quentin Louveaux +1
We consider a class of optimal power flow (OPF) applications where some loads offer a modulation service in exchange for an activation fee. These applications can be modeled as mul…