F. Vallée

发表

Using matrix factorisation for the prediction of electrical quantities

Francois Vallee, Daniel Perez, Zacharie De Grève, 2017 .

Deep Learning-Based Multivariate Probabilistic Forecasting for Short-Term Scheduling in Power Markets

Jean-François Toubeau, Jérémie Bottieau, François Vallée, 2019, IEEE Transactions on Power Systems.

Medium-Term Multimarket Optimization for Virtual Power Plants: A Stochastic-Based Decision Environment

F. Vallée, J. Toubeau, Z. De Grève, 2018, IEEE Transactions on Power Systems.

An Innovative Coalitional Trading Model for a Biomass Power Plant Paired With Green Energy Resources

Chun Sing Lai, F. Vallée, J. Toubeau, 2022, IEEE Transactions on Sustainable Energy.

Day-Ahead and Intraday Dispatch of an Integrated Biomass-Concentrated Solar System: A Multi-Objective Risk-Controlling Approach

Chun Sing Lai, F. Vallée, N. Hatziargyriou, 2022, IEEE Transactions on Power Systems.

Offering and bidding for a wind producer paired with battery and CAES units considering battery degradation

J. Contreras, F. Vallée, J. Toubeau, 2022, International Journal of Electrical Power & Energy Systems.

Impact of the geographical correlation between wind speed time series on reliability indices in power system studies

P. C. Ramaswamy, F. Vallée, J. Toubeau, 2016, 2016 IEEE International Energy Conference (ENERGYCON).

Impacts of the load and line inaccurate models on the voltage control problem of the MV distribution systems

B. Bakhshideh Zad, J. Lobry, F. Vallée, 2017, 2017 52nd International Universities Power Engineering Conference (UPEC).

Comparing Time Series Clustering Approaches for Electrical Load Patterns

Francois Vallee, Daniel Perez, Zacharie De Greve, 2017 .

Impact of Public Aggregate Wind Forecasts on Market Outcomes

Francois Vallee, Pierre Pinson, Zacharie De Greve, 2017 .

Strategic wind power trading considering rival wind power production

F. Vallée, P. Pinson, Z. De Grève, 2016, 2016 IEEE Innovative Smart Grid Technologies - Asia (ISGT-Asia).

Online Companion: Embedding Dependencies Within Distributionally Robust Optimization of Modern Power Systems

Z. D. Greve, F. Vallée, J. Toubeau, 2021 .

Online Companion-Distributionally Robust Chance Constrained Energy and Reserve Dispatch: An Exact and Physically Bounded Approach

Z. D. Greve, F. Vallée, J. Toubeau, 2019 .

A cross-learning approach for cold-start forecasting of residential photovoltaic generation

F. Vallée, J. Toubeau, J. Bottieau, 2022, Electric Power Systems Research.

Adequacy assessment using data-driven models to account for aerodynamic losses in offshore wind generation

F. Vallée, J. Toubeau, Thuy-hai Nguyen, 2022, Electric Power Systems Research.

Planning Tools for the Integration of Renewable Energy Sources Into Low- and Medium-Voltage Distribution Grids

F. Vallée, J. Toubeau, J. Lobry, 2016 .

ON THE OPTIMIZATION OF INVESTMENTS IN DISTRIBUTED ENERGY RESOURCES IN A LOW-VOLTAGE ENERGY COMMUNITY

F. Vallée, J. Toubeau, Z. De Grève, 2021, CIRED 2021 - The 26th International Conference and Exhibition on Electricity Distribution.

Integration of Power-to-Hydrogen Models in Power Systems Adequacy Assessments

F. Vallée, A. Hernández, E. D. Jaeger, 2022, 2022 17th International Conference on Probabilistic Methods Applied to Power Systems (PMAPS).

Distributionally Robust Power and Gas Dispatch with Multivariate and Correlated Uncertainty

F. Vallée, J. Toubeau, Z. De Grève, 2022, 2022 17th International Conference on Probabilistic Methods Applied to Power Systems (PMAPS).

Embedding Dependencies Between Wind Farms in Distributionally Robust Optimal Power Flow

F. Vallée, J. Toubeau, Z. De Grève, 2021, IEEE Transactions on Power Systems.

Decision letter for "Automatic risk adjustment for profit maximization in renewable dominated short‐term electricity markets"

F. Vallée, J. Toubeau, J. Bottieau, 2021, International Transactions on Electrical Energy Systems.

New approach to determine the healthy immune variations by combining clustering methods

F. Vallée, D. Franchimont, M. Georges, 2021, Scientific Reports.

Optimal reactive power control of DGs for voltage regulation of MV distribution systems considering thermal limit of the system branches

B. Bakhshideh Zad, J. Lobry, F. Vallee, 2014, 2014 International Conference on Power System Technology.

Data-Driven Scheduling of Energy Storage in Day-Ahead Energy and Reserve Markets With Probabilistic Guarantees on Real-Time Delivery

Kenneth Bruninx, Jean-François Toubeau, Jérémie Bottieau, 2021, IEEE Transactions on Power Systems.

Machine Learning Techniques for Improving Self-Consumption in Renewable Energy Communities

David Vangulick, Jean-François Toubeau, François Vallée, 2020 .

Incentive-Compatibility in a Two-Stage Stochastic Electricity Market With High Wind Power Penetration

Pierre Pinson, François Vallée, Jalal Kazempour, 2019, IEEE Transactions on Power Systems.

Predictive models assessing the response to ustekinumab highlight the value of therapeutic drug monitoring in Crohn's disease.

F. Vallée, D. Franchimont, J. Toubeau, 2022, Digestive and liver disease : official journal of the Italian Society of Gastroenterology and the Italian Association for the Study of the Liver.

Batch Acquisition for Parallel Bayesian Optimization - Application to Hydro-Energy Storage Systems Scheduling

N. Melab, D. Tuyttens, F. Vallée, 2022, Algorithms.

Surrogate-Assisted Optimization for Multi-stage Optimal Scheduling of Virtual Power Plants

Nouredine Melab, Jan Gmys, Daniel Tuyttens, 2019, 2019 International Conference on High Performance Computing & Simulation (HPCS).

Coordination of Electricity, Heat, and Natural Gas Systems Accounting for Network Flexibility

Francois Vallee, Jalal Kazempour, Adriano Arrigo, 2020, Electric Power Systems Research.

Implementation of an e-bike sharing system: The effect on low voltage network using pv and smart charging stations

Francois Vallee, Vasiliki Klonari, Christos S. Ioakimidis, 2015, 2015 International Conference on Renewable Energy Research and Applications (ICRERA).

Collecting New Peak and Intermediate Infliximab Levels to Predict Remission in Inflammatory Bowel Diseases.

F. Vallée, D. Franchimont, S. Vermeire, 2021, Inflammatory bowel diseases.

Interpretable Transformer Model for Capturing Regime Switching Effects of Real-Time Electricity Prices

F. Vallée, J. Toubeau, J. Bottieau, 2023, IEEE Transactions on Power Systems.

Long-Term Planning of Connected Industrial Microgrids: A Game Theoretical Approach Including Daily Peer-to-Microgrid Exchanges

Olivier Deblecker, François Vallée, Zacharie De Grève, 2019, IEEE Transactions on Smart Grid.

Machine learning-assisted outage planning for maintenance activities in power systems with renewables

Jean-François Toubeau, François Vallée, Jonathan Sprooten, 2022, Energy.

A new approach based on the experimental design method for the improvement of the operational efficiency in Medium Voltage distribution networks

Francois Vallee, Jacques Lobry, Jean-François Toubeau, 2015 .

Capturing Spatio-Temporal Dependencies in the Probabilistic Forecasting of Distribution Locational Marginal Prices

Yi Wang, Dimitra Apostolopoulou, Thomas Morstyn, 2021, IEEE Transactions on Smart Grid.

A New Cooperative Framework for a Fair and Cost-Optimal Allocation of Resources Within a Low Voltage Electricity Community

F. Vallée, J. Toubeau, Z. De Grève, 2020, IEEE Transactions on Smart Grid.

A New Voltage Sensitivity Analysis Method for Medium-Voltage Distribution Systems Incorporating Power Losses Impact

Francois Vallee, Jacques Lobry, B. Bakhshideh Zad, 2018, Electric Power Components and Systems.

Improved day-ahead predictions of load and renewable generation by optimally exploiting multi-scale dependencies

Jean-François Toubeau, Jérémie Bottieau, François Vallée, 2017, 2017 IEEE Innovative Smart Grid Technologies - Asia (ISGT-Asia).

Pricing Electricity in Residential Communities Using Game-Theoretical Billings

F. Vallée, J. Toubeau, Z. De Grève, 2023, IEEE Transactions on Smart Grid.

Cooperative demand‐side management scenario for the low‐voltage network in liberalised electricity markets

Francois Vallee, Zacharie De Greve, Martin Hupez, 2018, IET Generation, Transmission & Distribution.

Day-Ahead Energy and Reserve Dispatch Problem under Non-Probabilistic Uncertainty

Hans Hallez, Lieven Vandevelde, David Moens, 2021, Energies.

Analytical design of an axial flux permanent magnet in-wheel synchronous motor for electric vehicle

J. Lobry, C. Versele, Z. De Greve, 2009, 2009 13th European Conference on Power Electronics and Applications.

Leveraging provision of frequency regulation services from wind generation by improving day-ahead predictions using LSTM neural networks

Jean-François Toubeau, Jérémie Bottieau, François Vallée, 2018, 2018 IEEE International Energy Conference (ENERGYCON).

Risk-Aware Battery Bidding With a Novel Benchmark Selection Under Second-Order Stochastic Dominance

Chun Sing Lai, F. Vallée, J. Toubeau, 2023, IEEE Transactions on Industry Applications.

Data-Driven Multi-Resolution Probabilistic Energy and Reserve Bidding of Wind Power

F. Vallée, J. Toubeau, Z. De Grève, 2023, IEEE Transactions on Power Systems.

Battery Storage Energy Arbitrage Under Stochastic Dominance Constraints: A New Benchmark Selection Approach

Chun Sing Lai, F. Vallée, J. Toubeau, 2021, 2021 IEEE International Conference on Environment and Electrical Engineering and 2021 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe).

Deep Reinforcement Learning-Based Voltage Control to Deal with Model Uncertainties in Distribution Networks

Jean-François Toubeau, Zacharie De Greve, François Vallée, 2020 .

An advanced day-ahead bidding strategy for wind power producers considering confidence level on the real-time reserve provision

Zacharie De Greve, Jean-François Toubeau, François Vallée, 2020 .

Very-Short-Term Probabilistic Forecasting for a Risk-Aware Participation in the Single Price Imbalance Settlement

Jean-François Toubeau, Jérémie Bottieau, François Vallée, 2020, IEEE Transactions on Power Systems.

Chance-Constrained Scheduling of Underground Pumped Hydro Energy Storage in Presence of Model Uncertainties

Kenneth Bruninx, Jean-François Toubeau, François Vallée, 2020, IEEE Transactions on Sustainable Energy.

Sharing wind power forecasts in electricity markets: A numerical analysis

Francois Vallee, Pierre Pinson, Zacharie De Greve, 2016 .

Application of signal processing techniques for the generation of wind profiles dedicated to electrical system planning tools

Francois Vallee, Bernard Gosselin, Benjamin Picart, 2016, 2016 51st International Universities Power Engineering Conference (UPEC).

Statistical load and generation modelling for long term studies of low voltage networks in presence of sparse smart metering data

Vasiliki Klonari, Jean-François Toubeau, François Vallée, 2016, IECON 2016 - 42nd Annual Conference of the IEEE Industrial Electronics Society.

Forecast-Driven Stochastic Scheduling of a Virtual Power Plant in Energy and Reserve Markets

Yi Wang, Jean-François Toubeau, François Vallée, 2021, IEEE Systems Journal.

Recalibration of recurrent neural networks for short-term wind power forecasting

Jean-François Toubeau, Jérémie Bottieau, François Vallée, 2021 .

Development of a probabilistic tool using Monte Carlo simulation and smart meters measurements for the long term analysis of low voltage distribution grids with photovoltaic generation

Francois Vallee, Jacques Lobry, Vasiliki Klonari, 2013 .

Photovoltaic integration in smart city power distribution: A probabilistic photovoltaic hosting capacity assessment based on smart metering data

Jacques Lobry, Vasiliki Klonari, Jean-François Toubeau, 2016, 2016 5th International Conference on Smart Cities and Green ICT Systems (SMARTGREENS).

Enhanced Wasserstein Distributionally Robust OPF With Dependence Structure and Support Information

F. Vallée, J. Toubeau, Z. De Grève, 2021, 2021 IEEE Madrid PowerTech.

Wasserstein distributionally robust chance-constrained optimization for energy and reserve dispatch: An exact and physically-bounded formulation

Jean-François Toubeau, François Vallée, Zacharie De Grève, 2021, Eur. J. Oper. Res..

Comparing time-series clustering approaches for individual electrical load patterns

Francois Vallee, Zacharie De Grève, Fabian Lecron, 2017 .

Machine Learning-Based Classification of Electrical Low Voltage Cable Degradation

Bruno François, Jean-François Toubeau, François Vallée, 2021 .

Optimal reactive power control of DGs for voltage regulation of MV distribution systems using sensitivity analysis method and PSO algorithm

Francois Vallee, Jacques Lobry, B. Bakhshideh Zad, 2015 .

Chance-Constrained Based Voltage Control Framework to Deal with Model Uncertainties in MV Distribution Systems

Jean-François Toubeau, François Vallée, Bashir Bakhshideh Zad, 2021, Energies.

Robust voltage control algorithm incorporating model uncertainty impacts

Jacques Lobry, Jean-François Toubeau, François Vallée, 2019, IET Generation, Transmission & Distribution.

Impacts of the model uncertainty on the voltage regulation problem of medium-voltage distribution systems

Francois Vallee, Jacques Lobry, B. Bakhshideh Zad, 2018 .

Improvement of on-load tap changer performance in voltage regulation of MV distribution systems with DG units using D-STATCOM

Francois Vallee, Jacques Lobry, Olgan Durieux, 2013 .

Coordinated control of on-load tap changer and D-STATCOM for voltage regulation of radial distribution systems with DG units

J. Lobry, F. Vallee, B. Bakhshideh Zad, 2013, 2013 3rd International Conference on Electric Power and Energy Conversion Systems.

Power transformer modeled as a transmission line for simple simulation of complex topologies in the PLC frequency range

Véronique Moeyaert, François Vallée, Christopher Wawrzyniak, 2016, 2016 International Symposium on Power Line Communications and its Applications (ISPLC).

Interpretable Probabilistic Forecasting of Imbalances in Renewable-Dominated Electricity Systems

F. Vallée, J. Toubeau, J. Bottieau, 2022, IEEE Transactions on Sustainable Energy.

On the Use of Game Theory to Study the Planning and Profitability of Industrial Microgrids Connected to the Distribution Network

F. Vallée, O. Deblecker, C. Stevanoni, 2017 .

Non‐linear hybrid approach for the scheduling of merchant underground pumped hydro energy storage

Francois Vallee, Jean-François Toubeau, Zacharie De Greve, 2019, IET Generation, Transmission & Distribution.