Jean-François Toubeau

24 papers C 1Journal 16Unranked 7
YearRankTypeTitle / Venue / Authors
2025 — conf
Decision-Focused Learning for Complex System Identification: HVAC Management System Application.
e-Energy
Pietro Favaro, Jean-François Toubeau, François Vallée, Yury Dvorkin
2025 J jnl
Decision-Focused Learning for Complex System Identification: HVAC Management System Application.
CoRR
Pietro Favaro, Jean-François Toubeau, François Vallée, Yury Dvorkin
2025 J jnl
Decision-Focused Learning for Neural Network-Constrained Optimization: Application to HVAC Management System.
CoRR
Pietro Favaro, Jean-François Toubeau, François Vallée, Yury Dvorkin
2025 J jnl
Decision-Oriented Modeling of Thermal Dynamics Within Buildings.
IEEE Trans. Smart Grid
Xueyuan Cui, Jean-François Toubeau, François Vallée, Yi Wang
2025 J jnl
Generalizable Thermal Dynamics Modeling via Personalized Federated Learning.
IEEE Trans. Smart Grid
Xueyuan Cui, Dalin Qin, Jean-François Toubeau, François Vallée, Yi Wang
2024 J jnl
A Two-Level Coordination Strategy for Distribution Network Balancing.
IEEE Trans. Smart Grid
Xueyuan Cui, Guangchun Ruan, François Vallée, Jean-François Toubeau, Yi Wang
2024 — conf
Decision-Focused Learning for Optimized Participation of an Industrial Consumer in Energy-Only and Reserve Markets.
ISGT EUROPE
Chloé Dupont, Pietro Favaro, François Vallée, Bruno Francois, Jean-François Toubeau
2023 J jnl
Pricing Electricity in Residential Communities Using Game-Theoretical Billings.
IEEE Trans. Smart Grid
Martin Hupez, Jean-François Toubeau, Italo Atzeni, Zacharie De Grève, François Vallée
2023 J jnl
Privacy-Preserving Probabilistic Voltage Forecasting in Local Energy Communities.
IEEE Trans. Smart Grid
Jean-François Toubeau, Fei Teng, Thomas Morstyn, Leandro Von Krannichfeldt, Yi Wang
2022 J jnl
Batch Acquisition for Parallel Bayesian Optimization - Application to Hydro-Energy Storage Systems Scheduling.
Algorithms
Maxime Gobert, Jan Gmys, Jean-François Toubeau, Nouredine Melab, Daniel Tuyttens, François Vallée
2022 J jnl
Forecast-Driven Stochastic Scheduling of a Virtual Power Plant in Energy and Reserve Markets.
IEEE Syst. J.
Jean-François Toubeau, Thuy-Hai Nguyen, Hooman Khaloie, Yi Wang, François Vallée
2022 J jnl
Machine Learning for Improved Gas Network Models in Coordinated Energy Systems.
CoRR
Adriano Arrigo, Mihály Dolányi, Kenneth Bruninx, Jean-François Toubeau
2022 — conf
Parallel Bayesian Optimization for Optimal Scheduling of Underground Pumped Hydro-Energy Storage Systems.
IPDPS Workshops
Maxime Gobert, Jan Gmys, Jean-François Toubeau, Nouredine Melab, Daniel Tuyttens, François Vallée
2022 J jnl
Risk-Based Constraints for the Optimal Operation of an Energy Community.
IEEE Trans. Smart Grid
Mihály Dolányi, Kenneth Bruninx, Jean-François Toubeau, Erik Delarue
2022 J jnl
Wasserstein distributionally robust chance-constrained optimization for energy and reserve dispatch: An exact and physically-bounded formulation.
Eur. J. Oper. Res.
Adriano Arrigo, Christos Ordoudis, Jalal Kazempour, Zacharie De Grève, Jean-François Toubeau, François Vallée
2021 J jnl
A New Cooperative Framework for a Fair and Cost-Optimal Allocation of Resources Within a Low Voltage Electricity Community.
IEEE Trans. Smart Grid
Martin Hupez, Jean-François Toubeau, Zacharie De Grève, François Vallée
2021 J jnl
Capturing Spatio-Temporal Dependencies in the Probabilistic Forecasting of Distribution Locational Marginal Prices.
IEEE Trans. Smart Grid
Jean-François Toubeau, Thomas Morstyn, Jérémie Bottieau, Kedi Zheng, Dimitra Apostolopoulou, Zacharie De Grève, Yi Wang, François Vallée
2021 J jnl
Embedding Dependencies Within Distributionally Robust Optimization of Modern Power Systems.
CoRR
Adriano Arrigo, Jalal Kazempour, Zacharie De Grève, Jean-François Toubeau, François Vallée
2020 J jnl
A New Cooperative Framework for a Fair and Cost-Optimal Allocation of Resources within a Low Voltage Electricity Community.
CoRR
Martin Hupez, Jean-François Toubeau, Zacharie De Grève, François Vallée
2019 — conf
Optimal Power Flow Under Uncertainty: An Extensive Out-of-Sample Analysis.
ISGT Europe
Adriano Arrigo, Christos Ordoudis, Jalal Kazempour, Zacharie De Grève, Jean-François Toubeau, François Vallée
2019 — conf
Surrogate-Assisted Optimization for Multi-stage Optimal Scheduling of Virtual Power Plants.
HPCS
Maxime Gobert, Jan Gmys, Jean-François Toubeau, François Vallée, Nouredine Melab, Daniel Tuyttens
2017 — conf
Improved day-ahead predictions of load and renewable generation by optimally exploiting multi-scale dependencies.
ISGT Asia
Jean-François Toubeau, Jérémie Bottieau, François Vallée, Zacharie De Grève
2016 — conf
Photovoltaic Integration in Smart City Power Distribution - A Probabilistic Photovoltaic Hosting Capacity Assessment based on Smart Metering Data.
SMARTGREENS
Vasiliki Klonari, Jean-François Toubeau, Jacques Lobry, François Vallée
2016 C conf
Statistical load and generation modelling for long term studies of low voltage networks in presence of sparse smart metering data.
IECON
Jean-François Toubeau, Martin Hupez, Vasiliki Klonari, Zacharie De Grève, François Vallée