F. Vallée. Analyse technico-économique des réseaux électriques modernes : Modélisation stochastique et évaluation de l'impact fiabiliste de la production d'électricité d'origine éolienne. 2010. |
R. Steyaert, J. Hoeffelman, R. Poncelet, J. Rimez, J. Van Baelen, D. Van Dommelen, J.-L. Van Eck, and A. Van Ranst. New Knowledge on Solar Storms and Their Potential Effects on the Belgian HV Power Grids.Edited by F. Vallée. SRBE/KBVE, 2021. |
J.-F. Toubeau, Z. De Grève, V. Papadopoulos, Q. Zhang, and M. Plenz. Steady-State Operation, Disturbed Operation and Protection of Power Networks.Edited by F. Vallée. MDPI Basel, 2020. |
M. Hupez, J.-F. Toubeau, Z. De Grève, and F. Vallée. "SARMA Time Series for Microscopic Electrical Load Modeling." In Contribution to Statistics - Advances in Time Series Analysis & Forecasting, 133-145. Editions Springer, 2017. |
  | V. Klonari, J.-F. Toubeau, J. Lobry, and F. Vallée. "Estimating the Photovoltaic Hosting Capacity of a Low Voltage Feeder Using Smart Meters Measurements." In Smart Metering Technology and Services - Inspirations for Energy Utilities, 131-158. INTECH Publishing, 2016. |
J.-F. Toubeau, V. Klonari, J. Lobry, Z. De Grève, and F. Vallée. "Planning Tools for the Integration of Renewable Energy Sources into Low and Medium Voltage Distribution Grids." In Renewable Energy- Utilisation and System Integration, 227-260. Intech, 2016. |
F. Vallée, O. Deblecker, and J. Lobry. "Impact of Real Case Transmission Systems Constraints on Wind Power Operation." In Wind Power, 321-340. 2010. |
F. Vallée. "Wind Generation Modelling for the Management of Transmission Systems." In Renewable Energy, 531-552. 2009. |
  | A. A. Subuh, S. H. A. Kaboli, M. Waqar, and F. Vallée. "Hybrid model for cleaning abnormal data of wind turbine power curve based on machine learning approaches." e-Prime - Advances in Electrical Engineering, Electronics and Energy, 13 (September 2025): 101043. doi:10.1016/j.prime.2025.101043  Peer reviewed |
 | H. Khaloie, M. Dolanyi, J.-F. Toubeau, and F. Vallée. "Review of machine learning techniques for optimal power flow." Applied Energy, 388 (15 June 2025): 125637. doi:10.1016/j.apenergy.2025.125637 Peer Reviewed verified by ORBi |
 | Á. Paredes, J.-F. Toubeau, J. A. Aguado, and F. Vallée. "On the participation of energy storage systems in reserve markets using Decision Focused Learning." Sustainable Energy, Grids and Networks, 42 (June 2025): 101677. doi:10.1016/j.segan.2025.101677 Peer Reviewed verified by ORBi |
 | T.-H. NGUYEN, J.-F. Toubeau, E. D. Jaeger, and F. VALLEE. "Topology-aware surrogate for future offshore wind farms using machine learning." Renewable Energy (2025): 123657. doi:10.1016/j.renene.2025.123657 Peer Reviewed verified by ORBi |
 | J. Faraji* , J. Allard* , F. Vallée, and Z. De Grève. "On the limited observability of energy community members: An uncertainty-aware near-optimal bilevel programming approach." Applied Energy, 381 (March 2025): 125177. doi:10.1016/j.apenergy.2024.125177 Peer Reviewed verified by ORBi* These authors have contributed equally to this work. |
 | J. Allard, A. Arrigo, J. Bottieau, G. Bertrand, Z. De Grève, and F. Vallée. "A forecast-driven stochastic optimization method for proactive activation of manual reserves." Electric Power Systems Research, 235 (October 2024): 110804. doi:10.1016/j.epsr.2024.110804 Peer Reviewed verified by ORBi |
 | A. ROSSEEL, B. BAKHSHIDEH ZAD, F. Vallée, and Z. De Grève. "Physics-informed machine learning for forecasting power exchanges at the interface between transmission and distribution systems." Electric Power Systems Research, 238 (October 2024): 111097. doi:10.1016/j.epsr.2024.111097 Peer Reviewed verified by ORBi |
 | A. Arrigo, C. Leroi, A. Vergnol, J. Sprooten, and F. Vallée. "Modeling the impact of end-user flexibility and bill structure on future transmission grid load." Electric Power Systems Research, 234 (September 2024): 110668. doi:10.1016/j.epsr.2024.110668 Peer Reviewed verified by ORBi |
 | P. Favaro, M. Dolanyi, F. Vallée, and J.-F. Toubeau. "Neural network informed day-ahead scheduling of pumped hydro energy storage." Energy, 289 (February 2024): 129999. doi:10.1016/j.energy.2023.129999 Peer Reviewed verified by ORBi |
 | N. Singh, S. HOSSEINIQAREHTAPEH, J. D. M. De Kooning, F. Vallée, and L. Vandevelde. "Load-aware operation strategy for wind turbines participating in the joint day-ahead energy and reserve market." IEEE Access (2024): 1-1. doi:10.1109/access.2024.3350439 Peer Reviewed verified by ORBi Dataset: 10.1109/ACCESS.2024.3350439 |
 | X. Cui, J.-F. Toubeau, F. Vallée, and Y. Wang. "Decision-Oriented Modeling of Thermal Dynamics Within Buildings." IEEE Transactions on Smart Grid (2024): 1-1. doi:10.1109/TSG.2024.3445574 Peer Reviewed verified by ORBi |
 | J. FARAJI, F. VALLEE, and Z. De Grève. "A Preference-Informed Energy Sharing Framework for a Renewable Energy Community." IEEE Transactions on Energy Markets, Policy and Regulation (2024): 1-16. doi:10.1109/tempr.2024.3415123 Peer reviewed |
 | S. Hosseiniqarehtapeh, J.-F. Toubeau, N. Amjady, and F. Vallée. "Day-Ahead Wind Power Temporal Distribution Forecasting With High Resolution." IEEE Transactions on Power Systems (2023): 1-11. doi:10.1109/tpwrs.2023.3295915 Peer Reviewed verified by ORBi Dataset: 10.1109/TPWRS.2023.3295915 |
 | A. Hernandez, F. Vallée, and E. De Jaeger. "Integration of Hydrogen in Sequential Monte Carlo Power Systems Adequacy Assessment." Proceedings PowerTech Conference 2023 (2023). doi:10.1109/powertech55446.2023.10202671 Peer reviewed |
 | J. Faraji* , M. Aslani* , H. Hashemi-Dezaki, A. Ketabi, Z. De Grève, and F. Vallée. "Reliability Analysis of Cyber-Physical Energy Hubs: A Monte Carlo Approach." IEEE Transactions on Smart Grid (2023): 1-1. doi:10.1109/TSG.2023.3270821 Peer Reviewed verified by ORBi* These authors have contributed equally to this work. |
 | H. Khaloie and F. Vallée. "Day-Ahead Dispatch of Liquid Air Energy Storage Coupled with LNG Regasification in Electricity and LNG Markets." IEEE Transactions on Power Systems (2023): 1-14. doi:10.1109/TPWRS.2023.3324150 Peer Reviewed verified by ORBi |
 | S. Hosseiniqarehtapeh, J.-F. Toubeau, Z. De Grève, Y. Wang, N. Amjady, and F. Vallée. "Data-Driven Multi-Resolution Probabilistic Energy and Reserve Bidding of Wind Power." IEEE Transactions on Power Systems, 38, no. 1 (01 January 2023): 85 – 99. doi:10.1109/TPWRS.2022.3155865 Peer Reviewed verified by ORBi |
 | T.-H. Nguyen, J.-F. Toubeau, E. D. Jaeger, and F. Vallée. "Fast and Reliable Modelling of Offshore Wind Generation for Adequacy Studies." IEEE Transactions on Industry Applications (2023): 1-10. doi:10.1109/tia.2023.3307076 Peer Reviewed verified by ORBi |
 | H. Khaloie, J. Faraji, F. Vallée, C. S. Lai, J.-F. Toubeau, and L. L. Lai. "Risk-Aware Battery Bidding With a Novel Benchmark Selection Under Second-Order Stochastic Dominance." IEEE Transactions on Industry Applications, 59, no. 3 (2023): 3009 – 3018. doi:10.1109/TIA.2023.3245047 Peer Reviewed verified by ORBi |
 | X. Cui, G. Ruan, F. Vallée, J.-F. Toubeau, and Y. Wang. "A Two-level Coordination Strategy for Distribution Network Balancing." IEEE Transactions on Smart Grid (2023): 1–1. doi:10.1109/TSG.2023.3274564 Peer Reviewed verified by ORBi |
 | M. Gobert, J. Gmys, J.-F. Toubeau, N. Melab, D. Tuyttens, and F. Vallée. "Batch Acquisition for Parallel Bayesian Optimization— Application to Hydro-Energy Storage Systems Scheduling." Algorithms, 15, no. 12 (26 November 2022): 446. doi:10.3390/a15120446 Peer Reviewed verified by ORBi |
 | J. Bottieau, Z. De Grève, T. Piraux, A. Dubois, F. Vallée, and J.-F. Toubeau. "A cross-learning approach for cold-start forecasting of residential photovoltaic generation." Electric Power Systems Research, 212 (November 2022): 108415. doi:10.1016/j.epsr.2022.108415 Peer Reviewed verified by ORBi |
 | T.-H. Nguyen, J.-F. Toubeau, E. De Jaeger, and F. Vallée. "Adequacy assessment using data-driven models to account for aerodynamic losses in offshore wind generation." Electric Power Systems Research, 211 (October 2022): 108599. doi:10.1016/j.epsr.2022.108599 Peer Reviewed verified by ORBi |
 | M. Hupez, J.-F. Toubeau, I. Atzeni, Z. De Grève, and F. Vallée. "Pricing Electricity in Residential Communities Using Game-Theoretical Billings." IEEE Transactions on Smart Grid (2022): 1-1. doi:10.1109/tsg.2022.3206912 Peer Reviewed verified by ORBi |
 | C. Liefferinckx, A. Hubert, D. Thomas, J. Bottieau, C. Minsart, A. Cremer, L. Amininejad, F. Vallée, J.-F. Toubeau, and D. Franchimont. "Predictive models assessing the response to ustekinumab highlight the value of therapeutic drug monitoring in Crohn's disease." Digestive and Liver Disease (2022). doi:10.1016/j.dld.2022.07.015 Peer Reviewed verified by ORBi |
 | B. Bakhshideh Zad, J.-F. Toubeau, K. Bruninx, B. Vatandoust, Z. De Grève, and F. Vallée. "Supervised learning-assisted modeling of flow-based domains in European resource adequacy assessments." Applied Energy, 325 (August 2022): 119875. doi:10.1016/j.apenergy.2022.119875 Peer Reviewed verified by ORBi |
 | J.-F. Toubeau, J. Bottieau, Y. Wang, and F. Vallée. "Interpretable Probabilistic Forecasting of Imbalances in Renewable-Dominated Electricity Systems." IEEE Transactions on Sustainable Energy, 13, no. 2 (23 April 2022): 1267-1277. Peer Reviewed verified by ORBi |
 | H. Khaloie, A. Anvari-Moghaddam, J. Contreras, J.-F. Toubeau, P. Siano, and F. Vallée. "Offering and Bidding for a Wind Producer Paired With Battery and CAES Units Considering Battery Degradation." International Journal of Electrical Power and Energy Systems, 136 (01 March 2022): 107685. Peer Reviewed verified by ORBi |
 | C. Liefferinckx, J. Bottieau, J.-F. Toubeau, D. Thomas, J.-F. Rahier, E. Louis, F. Baert et al. "Collecting New Peak and Intermediate Infliximab Levels to Predict Remission in Inflammatory Bowel Diseases." Inflammatory Bowel Diseases, 28, no. 2 (10 February 2022): 208-217. Peer Reviewed verified by ORBi |
 | H. Khaloie, F. Vallée, C. S. Lai, J.-F. Toubeau, and N. Hatziargyriou. "Day-Ahead and Intraday Dispatch of an Integrated Biomass-Concentrated Solar System: A Multi-Objective Risk-Controlling Approach." IEEE Transactions on Power Systems, 37, no. 1 (01 January 2022): 701-714. Peer Reviewed verified by ORBi |
 | A. Arrigo, C. Ordoudis, J. Kazempour, Z. De Grève, J.-F. Toubeau, and F. Vallée. "Wasserstein Distributionally Robust Chance-Constrained Optimization for Energy and Reserve Dispatch : An Exact and Physically-Bounded Formulation." European Journal of Operational Research, 296, no. 1 (01 January 2022): 304-322. Peer Reviewed verified by ORBi |
 | J.-F. Toubeau, L. Pardoen, L. Hubert, N. Marenne, J. Sprooten, Z. De Grève, and F. Vallée. "Machine-Learning Assisted Outage Planning for Maintenance Activities in Power Systems with Renewables." Energy, 238, Part C (01 January 2022): 121993. Peer Reviewed verified by ORBi |
 | H. Khaloie, J.-F. Toubeau, F. Vallée, C. S. Lai, and L. L. Lai. "An Innovative Coalitional Trading Model for a Biomass Power Plant Paired with Green Energy Resources." IEEE Transactions on Sustainable Energy, 13, no. 2 (01 January 2022): 892-904. Peer Reviewed verified by ORBi |
 | J. Bottieau, Y. Wang, Z. De Grève, F. Vallée, and J.-F. Toubeau. "Interpretable Transformer Model for Capturing Regime Switching Effects of Real-Time Electricity prices." IEEE Transactions on Power Systems (2022): 1-14. doi:10.1109/TPWRS.2022.3195970 Peer Reviewed verified by ORBi |
 | A. Arrigo, J. Kazempour, Z. De Grève, J.-F. Toubeau, and F. Vallée. "Embedding Dependencies Between Wind Farms in Distributionally Robust Optimal Power Flow." IEEE Transactions on Power Systems (2022): 1-14. doi:10.1109/TPWRS.2022.3221348 Peer Reviewed verified by ORBi |
 | J.-F. Toubeau, T.-H. Nguyen, H. Khaloie, Y. Wang, and F. Vallée. "Forecast-Driven Stochastic Scheduling of a Virtual Power Plant in Energy and Reserve Markets." IEEE Systems Journal, 16, no. 4 (2022): 5212-5223. doi:10.1109/JSYST.2021.3114445 Peer Reviewed verified by ORBi |
 | J. Bottieau, K. Bruninx, A. Sanjab, Z. De Grève, F. Vallée, and J.-F. Toubeau. "Automatic Risk Adjustment for Profit Maximization in Renewable Dominated Short-Term Electricity Markets." International Transactions on Electrical Energy Systems, e1352 (11 December 2021). Peer reviewed |
 | J.-F. Toubeau, T.-H. Nguyen, H. Khaloie, Y. Wang, and F. Vallée. "Forecast-Driven Stochastic Scheduling of a Virtual Power Plant in Energy and Reserve Markets." IEEE Systems Journal (2021). Peer Reviewed verified by ORBi |
 | B. Bakhshideh Zad, J.-F. Toubeau, and F. Vallée. "Chance-Constrained based Voltage Control Framework To Deal with Model Uncertainties in MV Distribution Systems." Energies, 14 (23 August 2021): 5161. Peer Reviewed verified by ORBi |
 | B. Bakhshideh Zad, J.-F. Toubeau, B. Vatandoust, K. Bruninx, Z. De Grève, and F. Vallée. "Enhanced Integration of Flow-Based Market Coupling in Short-Term Adequacy Assessment." Electric Power Systems Research, 201 (10 August 2021): 107507. Peer Reviewed verified by ORBi |
 | J.-F. Toubeau, J. Bottieau, Z. De Grève, F. Vallée, and K. Bruninx. "Data-Driven Scheduling of Energy Storage in Day-Ahead Energy and Reserve Markets with Probabilistic Guarantees on Real-Time Delivery." IEEE Transactions on Power Systems, 36, no. 4 (24 June 2021): 2815-2828. Peer Reviewed verified by ORBi |
 | E. Codjo, B. Bakhshideh Zad, J.-F. Toubeau, B. Francois, and F. Vallée. "Machine-Learning based Classification of Electrical Low Voltage Cables Degradation." Energies, 14, no. 2852 (12 May 2021). Peer Reviewed verified by ORBi |
 | C. Liefferinckx, Z. De Grève, J.-F. Toubeau, H. Pérée, E. Quertinmont, V. Tafciu, C. Minsart et al. "New Approach To Determine the Healthy Immune Variations by Combining Clustering Methods." Scientific Reports, 11 (28 April 2021): 8917. doi:10.1038/s41598-021-88272-x Peer Reviewed verified by ORBi |
 | J.-F. Toubeau, T. Morstyn, J. Bottieau, K. Zheng, D. Apostolopoulou, Z. De Grève, Y. Wang, and F. Vallée. "Capturing Spatio-Temporal Dependencies in the Probabilistic Forecasting of Distribution Locational Marginal Prices." IEEE Transactions on Smart Grid, 12, no. 3 (26 April 2021): 2663-2674. Peer Reviewed verified by ORBi |
 | M. Hupez, J.-F. Toubeau, Z. De Grève, and F. Vallée. "A New Cooperative Framework for a Fair and Cost-Optimal Allocation of Resources within a Low Voltage Electricity Community." IEEE Transactions on Smart Grid, 12, no. 3 (26 April 2021): 2201-2211. Peer Reviewed verified by ORBi |
 | K. Shariatmadar, A. Arrigo, F. Vallée, H. Hallez, L. Vandevelde, and D. Moens. "Day-Ahead Energy and Reserve Dispatch Problems Under Non-Probabilistic Uncertainty." Energies, 14 (05 February 2021): 1016. Peer Reviewed verified by ORBi |
 | J.-F. Toubeau, P.-D. Dapoz, J. Bottieau, A. Wautier, Z. De Grève, and F. Vallée. "Recalibration of Recurrent Neural Networks for Short-Term Wind Power Forecasting." Electric Power Systems Research, 190, January 2021 (01 January 2021): 1-7. doi:10.1016/j.epsr.2020.106639 Peer Reviewed verified by ORBi |
 | A. Schwele, A. Arrigo, C. Vervaeren, J. Kazempour, and F. Vallée. "Coordination of Electricity, Heat & Gas Systems Accounting for Network Flexibility." Electric Power Systems Research, 189, December 2020 (01 December 2020): 1-7. Peer Reviewed verified by ORBi |
 | S. Hosseiniqarehtapeh, J.-F. Toubeau, Z. De Grève, and F. Vallée. "An Advanced Day-Ahead Bidding Strategy Model for Wind Power Producers Considering Confidence Level on the Real-Time Reserve Provision." Applied Energy, 280, December 2020 (04 October 2020): 1-14. Peer Reviewed verified by ORBi |
 | Z. De Grève, J. Bottieau, D. Vangulick (ORES), A. Wautier, P.-D. Dapoz, A. Arrigo, J.-F. Toubeau, and F. Vallée. "Machine Learning Techniques for Improving Self-Consumption in Renewable Energy Communities." Energies, 13, no. 18 (18 September 2020): 4892-4909. Peer Reviewed verified by ORBi |
 | J.-F. Toubeau, B. Bakhshideh Zad, M. Hupez, Z. De Grève, and F. Vallée. "Deep Reinforcement Learning-based Voltage Control to Deal with Model Uncertainties in Distribution Networks." Energies, 13, no. 15 (01 August 2020): 3928-3943. Peer Reviewed verified by ORBi |
 | J.-F. Toubeau, Z. De Grève, P. Goderniaux, F. Vallée, and K. Bruninx. "Chance-Constrained Scheduling of Underground Pumped Hydro Energy Storage in Presence of Model Uncertainties." IEEE Transactions on Sustainable Energy, 11, no. 3 (01 July 2020): 1516-1527. doi:10.1109/TSTE.2019.2929687 Peer Reviewed verified by ORBi |
 | J.-F. Toubeau, C. Ponsart, C. Stevens, Z. De Grève, and F. Vallée. "Sizing of Underwater Gravity Storage with Solid Weights Participating in Electricity Markets." International Transactions on Electrical Energy Systems, 30, no. 10 (22 June 2020): 1-17. Peer reviewed |
 | J. Bottieau, L. Hubert, Z. De Grève, F. Vallée, and J.-F. Toubeau. "Very Short-Term Probabilistic Forecasting for a Risk-Aware Participation in the Single Price Imbalance Settlement." IEEE Transactions on Power Systems, 35, no. 2 (26 February 2020): 1218-1230. doi:10.1109/TPWRS.2019.2940756 Peer Reviewed verified by ORBi |
 | J.-F. Toubeau, S. Iassinovski, E. Jean, J.-Y. Parfait, J. Bottieau, Z. De Grève, and F. Vallée. "A Nonlinear Hybrid Approach for the Scheduling of Merchant Underground Pumped Hydro Energy Storage." IET Generation, Transmission and Distribution, 13, no. 21 (05 November 2019): 4798-4808. doi:10.1049/iet-gtd.2019.0204 Peer Reviewed verified by ORBi |
 | B. Bakhshideh Zad, J.-F. Toubeau, J. Lobry, and F. Vallée. "A Robust Voltage Control Algorithm Incorporating Model Uncertainty Impacts." IET Generation, Transmission and Distribution, 13, no. 17 (02 July 2019): 3921-3931. Peer Reviewed verified by ORBi |
 | L. Exizidis, J. Kazempour, A. Papakonstantinou, P. Pinson, Z. De Grève, and F. Vallée. "Incentive-Compatibility in a Two-Stage Stochastic Electricity Market with High Wind Power Penetration." IEEE Transactions on Power Systems, 34, no. 4 (01 July 2019): 2846-2858. doi:10.1109/TPWRS.2019.2901249 Peer Reviewed verified by ORBi |
 | C. Stevanoni, Z. De Grève, F. Vallée, and O. Deblecker. "Long-Term Planning of Connected Industrial Microgrids: a Game Theoretical Approach Including Daily Peer-to-Microgrid Exchanges." IEEE Transactions on Smart Grid, 10, no. 2 (01 March 2019): 2245-2256. doi:10.1109/TSG.2018.2793311 Peer Reviewed verified by ORBi |
 | J.-F. Toubeau, J. Bottieau, F. Vallée, and Z. De Grève. "Deep Learning-based Multivariate Probabilistic Forecasting for Short-Term Scheduling in Power Markets." IEEE Transactions on Power Systems, 34, no. 2 (20 February 2019): 1203-1215. doi:10.1109/TPWRS.2018.2870041 Peer Reviewed verified by ORBi |
 | M. Hupez, Z. De Grève, and F. Vallée. "A Cooperative Demand-Side Management Scenario for the Low Voltage Network in Liberalised Electricity Markets." IET Generation, Transmission and Distribution, 12, no. 12 (24 August 2018): 5990-5999. doi:10.1049/iet-gtd.2018.5511 Peer Reviewed verified by ORBi |
 | B. Bakhshideh Zad, J. Lobry, and F. Vallée. "A New Voltage Sensitivity Analysis Method for Medium Voltage Distribution Systems Incorporating Power Losses." Electric Power Components and Systems, 46, no. 14-15 (30 July 2018): 1540-1553. doi:10.1080/15325008.2018.1511639 Peer Reviewed verified by ORBi |
 | B. Bakhshideh Zad, J. Lobry, and F. Vallée. "Impacts of the Model Uncertainty on the Voltage Regulation Problem of Medium Voltage Distribution Systems." IET Generation, Transmission and Distribution, 12, no. 10 (19 February 2018): 2359-2368. doi:10.1049/iet-gtd.2017.1829 Peer Reviewed verified by ORBi |
 | J.-F. Toubeau, Z. De Grève, and F. Vallée. "Medium-Term Multi-Market Optimization for Virtual Power Plants: A Stochastic-Based Decision Environment." IEEE Transactions on Power Systems, 33, no. 2 (18 February 2018): 1399-1410. doi:10.1109/TPWRS.2017.2718246 Peer Reviewed verified by ORBi |
T. Vaghasyia, N. Bhatt, F. Vallée, F. Lecron, and Z. De Grève. "Wind Power Prediction by Using Matrix Factorization Technique." International Journal of Advance Engineering and Research Development, 4, no. 7 (17 July 2017): 351-362. Peer reviewed |
 | L. Exizidis, J. Kazempour, P. Pinson, Z. De Grève, and F. Vallée. "Impact of Public Aggregate Wind Forecasts on Market Outcomes." IEEE Transactions on Sustainable Energy, 8, no. 4 (08 March 2017): 1394-1405. Peer Reviewed verified by ORBi |
 | V. Klonari, B. Meersman, D. Bozalakov, T. Vandoorn, L. Vandevelde, J. Lobry, and F. Vallée. "A Probabilistic Framework for Evaluating Voltage Unbalance Mitigation by Photovoltaic Inverters." Sustainable Energy, Grids and Networks, 8, December 2016 (06 June 2016): 1-11. Peer Reviewed verified by ORBi |
 | L. Exizidis, J. Kazempour, P. Pinson, Z. De Grève, and F. Vallée. "Sharing Wind Power Forecasts in Electricity Markets: A Numerical Analysis." Applied Energy, 176, August 2016 (06 May 2016): 65-73. Peer Reviewed verified by ORBi |
 | F. Vallée, F. Moutier, V. Klonari, J.-F. Toubeau, F. Lecron, Z. De Grève, and J. Lobry. "On the Correlation between Prosumers in Probabilistic Analysis of Low Voltage Distribution Systems." International Review of Electrical Engineering, 11, no. 3 (11 April 2016): 277-283. Peer Reviewed verified by ORBi |
 | V. Klonari, J.-F. Toubeau, Z. De Grève, O. Durieux, J. Lobry, and F. Vallée. "Probabilistic Simulation Framework of the Voltage Profile in Balanced and Unbalanced Low Voltage Networks." International Journal of Electrical Power and Energy Systems, 82, November 2016 (07 March 2016): 439-451. Peer Reviewed verified by ORBi |
 | L. Exizidis, F. Vallée, Z. De Grève, J. Lobry, and V. Chatziathanasiou. "Thermal Behaviour of Power Cables in Offshore Wind Sites Considering Wind Speed Uncertainty." Applied Thermal Engineering, 91, December 2015 (17 December 2015): 471-478. Peer Reviewed verified by ORBi |
 | V. Klonari, J.-F. Toubeau, T. Vandoorn, B. Meersman, Z. De Grève, J. Lobry, and F. Vallée. "Probabilistic Framework for Evaluating Droop Control of Photovoltaic Inverters." Electric Power Systems Research, 129, December 2015 (13 December 2015): 1-9. Peer Reviewed verified by ORBi |
B. Bakhshideh Zad, H. Hasanvand, J. Lobry, and F. Vallée. "Optimal Reactive Power Control of DGs for Voltage Regulation of MV Distribution Systems Using Sensitivity Analysis Method and PSO Algorithm." International Journal of Electrical Power and Energy Systems, 68, June 2015 (01 June 2015): 52-60. Peer Reviewed verified by ORBi |
J.-F. Toubeau, F. Vallée, Z. De Grève, and J. Lobry. "A New Approach Based on the Experimental Design Method for the Improvement of the Operational Efficiency of Medium Voltage Distribution Networks." International Journal of Electrical Power and Energy Systems, 66, March 2015 (01 March 2015): 116-124. Peer Reviewed verified by ORBi |
F. Vallée, J.-F. Toubeau, Z. De Grève, and J. Lobry. "Consideration of Extreme Wind Geographical Correlation Scenarios in Reliability Assessment Studies Using Sequential Monte Carlo Simulation." International Review of Electrical Engineering, 9, no. 6 (28 December 2014): 1148-1153. Peer Reviewed verified by ORBi |
Y. Firouz, S. Farhadkhani, J. Lobry, F. Vallée, A. Khakpour, and O. Durieux. "Numerical Comparison of the Effects of Different Types of Distributed Generation Units on Overcurrent Protection Systems in MV Distribution Grids." Renewable Energy, 69, September 2014 (01 September 2014): 271-283. Peer Reviewed verified by ORBi |
F. Vallée, C. Versèle, R. Loughlimi, and J. Lobry. "Analytical Estimation of Gaseous Pollutants Emissions from An Electrical Generation Park Using Thermal Energy. Influence of Wind Random Behaviour and Operational Constraints." European Journal of Electrical Engineering, 17, no. 1 (01 January 2014): 73-94. Peer Reviewed verified by ORBi |
M. Oukili, S. Zouggar, M. Seddik, F. Vallée, M. El hafiani, and T. Ouchbel. "Evaluation of the Moroccan Power Grid Adequacy with Introduction of Concentrating Solar Power (CSP) Using Solar Tower and Parabolic Trough Mirrors Technology." Energy Procedia, 42 (20 November 2013): 113-122. Peer Reviewed verified by ORBi |
M. Oukili, S. Zouggar, M. Seddik, T. Ouchbel, F. Vallée, and M. El hafiani. "Comparative Study of the Moroccan Power Grid Reliability in Presence of Photovoltaic and Wind Generation." Smart Grid and Renewable Energy, 4, no. 2013 (01 July 2013): 366-377. Peer reviewed |
 | F. Vallée, V. Klonari, T. Lisiecki, O. Durieux, F. Moiny, and J. Lobry. "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." International Journal of Electrical Power and Energy Systems, 53, December 2013 (03 May 2013): 468-477. Peer Reviewed verified by ORBi |
F. Vallée, C. Versèle, J. Lobry, and F. Moiny. "Non Sequential Monte Carlo Simulation Tool in order to Minimize Gaseous Pollutants Emissions in Presence of Fluctuating Wind Power." Renewable Energy, 50 (01 February 2013): 317-324. Peer Reviewed verified by ORBi |
 | F. Vallée, J. Lobry, and O. Deblecker. "Impact of real case transmission systems constraints on wind power operation." European Transactions on Electrical Power, 21, no. 8 (01 November 2011): 2142-2159. doi:10.1002/etep.549 Peer Reviewed verified by ORBi |
 | F. Vallée, G. Brunieau, M. Pirlot, O. Deblecker, and J. Lobry. "Optimal wind clustering methodology for adequacy evaluation in system generation studies using non sequential Monte Carlo simulation." IEEE Transactions on Power Systems, 26, no. 4 (01 November 2011): 2173-2184. Peer Reviewed verified by ORBi |
F. Vallée, J. Lobry, and O. Deblecker. "Wind Generation Modelling to Help the Managerial Process of Modern Transmission Systems." Journal of Energy and Power Engineering, 5, no. 9 (01 September 2011): 848-861. Peer reviewed |
 | F. Vallée, J. Lobry, and O. Deblecker. "Wind Generation Modelling to Help the Managerial Process of Modern Transmission Systems." Renewable Energy, 36 (01 May 2011): 1632-1638. Peer Reviewed verified by ORBi |
 | M. Oukili, S. Zouggar, F. Vallée, M. Seddik, and T. Ouchbel. "Impact of wind power integration and load evolution on the Moroccan electrical grid reliability." International Journal of Electrical Engineering in Transportation, 6, no. 1 (01 December 2010): 25-31. Peer reviewed |
F. Vallée, J. Lobry, and O. Deblecker. "Introduction of Wind Generation in Transmission Systems Adequacy Studies with Economical Dispatch. HLII Technical Analysis." European Journal of Electrical Engineering, 13, no. 4 (03 July 2010): 393-426. doi:10.3166/ejee.13.393-426 Peer Reviewed verified by ORBi |
 | F. Vallée, J. Lobry, and O. Deblecker. "Application and Comparison of Wind Speed Sampling Methods for Wind Generation in Reliability Studies Using Non Sequential Monte Carlo Simulations." European Transactions on Electrical Power, 19, no. 7 (01 October 2009): 1002-1015. Peer Reviewed verified by ORBi |
F. Vallée, O. Deblecker, and J. Lobry. "Clustering Methodologies for Wind Power Sampling in Large Scale Network Generating System Reliability Studies." Journal of Electrical Systems, 5, no. 2 (01 June 2009): 5. Peer reviewed |
F. Vallée, O. Deblecker, and J. Lobry. "Electrical Network Adequacy in Presence of Decentralized Wind Generation." European Journal of Electrical Engineering, 12, no. 1 (01 March 2009): 9-31. Peer Reviewed verified by ORBi |
F. Vallée, J. Lobry, and O. Deblecker. "Solutions to reduce the impact of wind prediction errors on the classical electrical system operation." Recent Patents on Electrical Engineering, 2, no. 1 (01 January 2009): 13-18. Peer reviewed |
O. Deblecker, A. Moretti, and F. Vallée. "Comparative Study of Soft-Switched Isolated DC-DC Converters for Auxiliary Railway Supply." IEEE Transactions on Power Electronics, 23, no. 5 (01 September 2008): 2218-2229. Peer Reviewed verified by ORBi |
 | F. Vallée, J. Lobry, and O. Deblecker. "System reliability assessment method for wind power integration." IEEE Transactions on Power Systems, 23, no. 3 (01 August 2008): 1288-1297. Peer Reviewed verified by ORBi |
 | F. Vallée, J. Lobry, and O. Deblecker. "Impact of the Wind Geographical Correlation Level for Reliability Studies." IEEE Transactions on Power Systems, 22, no. 4 (02 November 2007): 2232-2239. Peer Reviewed verified by ORBi |
 | J. Faraji, Z. De Grève, and F. Vallée. "Hierarchical Energy Sharing Management for a Renewable Energy Community with Heterogeneous End-users." In 2023 IEEE BELGRADE PowerTech. IEEE, 2023. doi:10.1109/PowerTech55446.2023.10202668 Peer reviewed |
B. Vatandoust, B. Bakhshideh zad, F. Vallée, J.-F. Toubeau, and K. Bruninx. "Integrated Forecasting and Scheduling of Implicit Demand Response in Balancing Markets Using Inverse Optimization." In Proceedings of the 19th International Conference on the European Energy Market, EEM 202. IEEE, 2023. doi:10.1109/EEM58374.2023.10161818 Peer reviewed |
 | J. Allard, A. Rosseel, L. Sadoine, J. Faraji, T. Brihaye, Capizzi Filippo, B. Nteziyaremye, F. Bordes, F. Vallée, and Z. De Grève. "Technical Impacts of the Deployment of Renewable Energy Community on Electricity Distribution Grids." Proceedings of the International Conference and Exhibition on Electricity Distribution 2023 (CIRED2023) (2023). Peer reviewed |
 | A. Rosseel, B. Bakhshideh zad, Z. De Grève, and F. Vallée. "Reactive Power Forecasting At The Transmission-Distribution Interfaces Using Physics Based Machine Learning." In Reactive Power Forecasting At The Transmission-Distribution Interfaces Using Physics Based Machine Learning. Italy: IET, 2023. doi:10.1049/icp.2023.0297 Peer reviewed |
 | M. Gobert, J. Gmys, J.-F. Toubeau, N. Melab, D. Tuyttens, and F. Vallée. "Parallel Bayesian Optimization for Optimal Scheduling of Underground Pumped Hydro-Energy Storage Systems." In Proceedings - 2022 IEEE 36th International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2022. Institute of Electrical and Electronics Engineers Inc, 2022. doi:10.1109/IPDPSW55747.2022.00133 Peer reviewed |
N. Singh, S. Hosseiniqarehtapeh, N. Kayedpour, J. D. M. De Kooning, Z. De Grève, J.-F. Toubeau, F. Vallée, G. Crevecoeur, and L. Vandevelde. "Prediction-based Wind Turbine Operation for Active Participation in the Day-Ahead and Reserve Markets." In Proceedings 2022 IEEE Power and Energy Society General Meeting, PESGM 2022. IEEE, 2022. doi:10.1109/PESGM48719.2022.9917213 Peer reviewed |
J. Bottieau, Z. De Grève, F. Vallée, and J.-F. Toubeau. "Interpréter les prédictions de séries temporelles obtenues à l'aide d'un modèle de type Transformer : une étude portant sur les prix de déséquilibre des marchés de l'électricité." Paper presented at 33ème Conférence Internationale Francophone sur l'Interaction Humain-Machine, IHM 2022, Namur, Belgium, 2022. |
J. Bottieau, Z. De Grève, T. Piraux, A. Dubois, F. Vallée, and J.-F. Toubeau. "A Cross-Learning Approach for Cold-Start Forecasting of Residential Photovoltaic Generation." Paper presented at 22nd IEEE Power Systems Computation Conference, PSCC 2022, Porto, Portugal, 2022. |
T.-H. Nguyen, J.-F. Toubeau, E. De Jaeger, and F. Vallée. "Adequacy Assessment Using Data-Driven Models to Account for Aerodynamic Losses in Offshore Wind Generation." Paper presented at 22nd IEEE Power Systems Computation Conference, PSCC 2022, Porto, Portugal, 2022. |
N. Singh, S. Hosseiniqarehtapeh, N. Kayedpour, J. De Kooning, Z. De Grève, J.-F. Toubeau, F. Vallée, G. Crèvecoeur, and L. Vandevelde. "Prediction-based Wind Turbine Control for Active Participation in the Day-Ahead and Reserve Markets." Paper presented at 2022 IEEE Power & Energy Society General Meeting, Denver, United States, 2022. |
A. Hernandez, F. Vallée, and E. De Jaeger. "Integration of Power-to-Hydrogen Models in Power Systems Adequacy Assessments." Paper presented at 2022 International Conference on Probabilistic Methods Applied to Power Systems, Manchester, United Kingdom, 2022. |
A. Arrigo, J.-F. Toubeau, I. Fattahi, Z. De Grève, and F. Vallée. "Distributionally Robust Power and Gas Dispatch with Multivariate and Correlated Uncertainty." Paper presented at 2022 International Conference on Probabilistic Methods Applied to Power Systems, Manchester, United Kingdom, 2022. |
E. Codjo, F. Vallée, and B. Francois. "Impact de la distribution statistique de la résistance de ligne sur un calcul de Load Flow probabiliste." Paper presented at Symposium de Génie Electrique, Nantes, France, 2021. |
 | B. Bakhshideh Zad, B. Vatandoust, Z. De Grève, J.-F. Toubeau, and F. Vallée. "Advanced Clustering of Flow-Based Domains for Adequacy Study Purposes." Paper presented at IEEE PowerTech 2021 International Conference, POWERTECH 2021, Madrid, Spain, 2021. |
J. Bottieau, A. Arrigo, Z. De Grève, F. Vallée, and J.-F. Toubeau. "A Distributionally Robust Framework for Improving the Provision of Passive Balancing Services." Paper presented at IEEE PowerTech 2021 International Conference, POWERTECH 2021, Madrid, Spain, 2021. |
 | A. Arrigo, J. Kazempour, Z. De Grève, J.-F. Toubeau, and F. Vallée. "Enhanced Wasserstein Distributionally Robust OPF with Dependence Structure and Support Information." Paper presented at IEEE PowerTech 2021 International Conference, POWERTECH 2021, Madrid, Spain, 2021. |
T.-H. Nguyen, J.-F. Toubeau, E. De Jaeger, and F. Vallée. "Machine Learning Proxies Integrating Wake Effects in Offshore Wind Generation for Adequacy Studies." Paper presented at IEEE 21th International Conference on Environment & Electrical Engineering, EEIC 2021, Bari, Italy, 2021. |
H. Khaloie, J.-F. Toubeau, F. Vallée, C. S. Lai, L. L. Lai, and M. Yan. "Battery Storage Arbitrage Under Stochastic Dominance Constraints: A New Benchmark Selection Approach." Paper presented at IEEE 21th International Conference on Environment & Electrical Engineering, EEIC 2021, Bari, Italy, 2021. |
B. Bakhshideh Zad, J.-F. Toubeau, O. Acclassato, O. Durieux, and F. Vallée. "An Innovative Centralized Voltage Control Method for MV Distribution Systems Based on Deep Reinforcement Learning: Application on a Real Test Case in Benin." Paper presented at 26th International Conference & Exhibition on Electricity Distribution, CIRED 2021, Geneva, Switzerland, 2021. |
A. Rosseel, M. Hupez, J.-F. Toubeau, Z. De Grève, and F. Vallée. "On the Optimization of Investments in Distributed Energy Resources in a Low Voltage Energy Community." Paper presented at 26th International Conference & Exhibition on Electricity Distribution, CIRED 2021, Geneva, Switzerland, 2021. |
S. Hosseiniqarehtapeh, J.-F. Toubeau, N. Singh, J. De Kooning, N. Kayedpour, G. Crèvecoeur, Z. De Grève, F. Vallée, and L. Vandevelde. "Impact Of Fast Wind Fluctuations On The Profit Of A Wind Power Producer Jointly Trading In Energy And Reserve Markets." Paper presented at The 9th IET International Conference on Renewable Power Generation, RPG 2021, Dublin, Ireland, 2021. |
E. Codjo, F. Vallée, and B. Francois. "Impact of the Line Resistance Statistical Distribution on a Probabilistic Load Flow Computation." Paper presented at 6th IEEE International Energy Conference, ENERGYCON 2020, Grammarth, Tunisia, 2020. |
E. Codjo, B. Bakhshideh Zad, F. Vallée, and B. Francois. "Analysis of Low Voltage Networks Sensitivity to Voltage Variations Due to The Insulation Wear." Paper presented at 55th International Universities' Power Engineering Conference, UPEC 2020, Torino, Italy, 2020. |
A. Schwele, A. Arrigo, C. Vervaeren, J. Kazempour, and F. Vallée. "Coordination of Electricity, Heat & Gas Systems Accounting for Network Flexibility." Paper presented at 21th IEEE Power Systems Computation Conference, PSCC 2020, Porto, Portugal, 2020. |
C. Vervaeren, A. Schwele, A. Arrigo, J. Kazempour, and F. Vallée. "Unlocking Linepack Flexibility from Natural Gas and District Heating Networks: Convexification Approaches." Paper presented at The 2019 INFORMS Annual Meeting, INFORMS 2019, Seattle, United States - Washington, 2019. |
J.-F. Toubeau, Z. De Grève, P. Goderniaux, F. Vallée, and K. Bruninx. "A Chance-Constrained Tool for the Scheduling of Underground Pumped Hydro Energy Storage in Presence of Model Uncertainties." Paper presented at The 2019 INFORMS Annual Meeting, INFORMS 2019, Seattle, United States - Washington, 2019. |
P.-D. Dapoz, Z. De Grève, P. De Pauw, J. Sprooten, and F. Vallée. "Mixed Regression Clustering Techniques for the Medium-Term Prediction of Reactive Power within Transmission Grids." Paper presented at IEEE Conference on Innovative Smart Grids Technologies, ISGT 2019 Europe, Bucharest, Romania, 2019. |
A. Arrigo, C. Ordoudis, J. Kazempour, Z. De Grève, J.-F. Toubeau, and F. Vallée. "Distributionally Robust Chance-Constrained Energy and Reserve Dispatch : A Support-based Exact Approach." Paper presented at 15th International Conference on Stochastic Programming, ISCP XV, Trondheim, Norway, 2019. |
 | M. Gobert, J. Gmys, J.-F. Toubeau, F. Vallée, N. Melab, and D. Tuyttens. "Surrogate-Assisted Optimization for Multi-Stage Optimal Scheduling of Virtual Power Plants." Paper presented at International Conference on High Performance Computing & Simulation, Dublin, Ireland, 2019. |
M. Hupez, Z. De Grève, and F. Vallée. "A Collaborative Demand-Side Management Scenario for Liberalized Smart Grids." Paper presented at 25th International Conference & Exhibition on Electricity Distribution, CIRED 2019, Madrid, Spain, 2019. |
L. Exizidis, Z. De Grève, F. Vallée, J. Kazempour, A. Papakonstantinou, and P. Pinson. "Efficiency and Incentive Compatibility in A Co-Optimized Energy and Reserves Electricity Market." Paper presented at 20th IEEE Power Systems Computation Conference, PSCC 2018, Dublin, Ireland, 2018. |
C. Stevanoni, F. Vallée, Z. De Grève, and O. Deblecker. "Optimized Decentralized and Centralized Load Management Techniques in Industrial Microgrids." Paper presented at CIRED Workshop 2018, Ljubljana, Slovenia, 2018. |
J. Bottieau, F. Vallée, Z. De Grève, and J.-F. Toubeau. "Leveraging Provision of Frequency Regulation Services from Wind Generation by Improving Day-Ahead Predictions using LSTM Neural Networks." Paper presented at IEEE International Energy Conference, ENERGYCON 2018, Limassol, Cyprus, 2018. |
J. Bottieau, Z. De Grève, F. Vallée, and J.-F. Toubeau. "Fostering the Participation of Battery Storage Systems in the Real-Time Balancing of Electrical Grids." Paper presented at 9th IEEE Young Researchers Symposium in Electrical Power Engineering, YRS 2018, Brussels, Belgium, 2018. |
J.-F. Toubeau, J. Bottieau, F. Vallée, and Z. De Grève. "Improved Day-Ahead Predictions of Load and Renewable Generation by Optimally Exploiting Multi-Scale Dependencies." Paper presented at IEEE Conference on Innovative Smart Grids Technologies (ISGT Asia 2017), Auckland, New Zealand, 2017. |
 | C. Stevanoni, F. Vallée, Z. De Grève, and O. Deblecker. "Daily Game Theoretical Management of a Connected Industrial Microgrid." Paper presented at IEEE Conference on Innovative Smart Grids Technologies (ISGT Asia 2017), Auckland, New Zealand, 2017. |
B. Bakhshideh Zad, J. Lobry, and F. Vallée. "Impact of the Load and Line Inaccurate Models on the Voltage Control Problem of the MV Distribution Systems." Paper presented at 52nd International Universities' Power Engineering Conference, UPEC 2017, Heraklion, Greece, 2017. |
M. Hupez, Z. De Grève, and F. Vallée. "A Qualitative Comparison of Non-Sequential and Sequential Approaches in Low Voltage Stochastic Analyses." Paper presented at 52nd International Universities' Power Engineering Conference, UPEC 2017, Heraklion, Greece, 2017. |
F. Vallée, Z. De Grève, and V. le Maire. "On the Quality Estimation of Day-Ahead Photovoltaic Predictions by Use of an Artificial Neural Network Classifier." Paper presented at 6th IEEE International Conference on Clean Electrical Power, ICCEP 2017, Santa Margherita Ligure, Italy, 2017. |
J.-F. Toubeau, Z. De Grève, and F. Vallée. "Technical Impacts on Distribution Systems of Medium-Sized Storage Plants Participating in Energy and Power Reserve Markets." Paper presented at 24th International Conference & Exhibition on Electricity Distribution, CIRED 2017, Glasgow, United Kingdom, 2017. |
C. Wawrzyniak, V. Moeyaert, and F. Vallée. "Impact of Control-Command of a Photovoltaic Conversion Chain on the Power Line Channel Transfer Function in the Narrowband PLC Frequency Range." Paper presented at 24th International Conference & Exhibition on Electricity Distribution, CIRED 2017, Glasgow, United Kingdom, 2017. |
Z. De Grève, F. Lecron, F. Vallée, G. Mor, D. Perez, S. Danov, and J. Cipriano. "Comparing Time Series Clustering Approaches for Electrical Load Patterns." Paper presented at 24th International Conference & Exhibition on Electricity Distribution, CIRED 2017, Glasgow, United Kingdom, 2017. |
 | C. Stevanoni, F. Vallée, Z. De Grève, and O. Deblecker. "On the Use of Game Theory to Study the Planning and Profitability of Industrial Microgrids Connected to the Distribution Network." Paper presented at 24th International Conference & Exhibition on Electricity Distribution, CIRED 2017, Glasgow, United Kingdom, 2017. |
F. Lecron, Z. De Grève, F. Vallée, G. Mor, D. Perez, S. Danov, and J. Cipriano. "Using Matrix Factorization for the Prediction of Electrical Quantities." Paper presented at 24th International Conference & Exhibition on Electricity Distribution, CIRED 2017, Glasgow, United Kingdom, 2017. |
M. Hupez, Z. De Grève, and F. Vallée. "Simulating Time Dependent Technical Solutions in Distribution Networks Using Sequential Stochastic Analyses." Paper presented at 24th International Conference & Exhibition on Electricity Distribution, CIRED 2017, Glasgow, United Kingdom, 2017. |
F. Vallée, M. Hupez, J.-F. Toubeau, and Z. De Grève. "Dealing with Sparse Smart Metering Data in Techno-Economic Analysis of Low Voltage Networks." Paper presented at 24th International Conference & Exhibition on Electricity Distribution, CIRED 2017, Glasgow, United Kingdom, 2017. |
L. Exizidis, J. Kazempour, P. Pinson, Z. De Grève, and F. Vallée. "Strategic Wind Power Trading Considering Rival Wind Power Production." Paper presented at IEEE Conference on Innovative Smart Grids Technologies, ISGT 2016 Asia, Melbourne, Australia, 2016. |
J.-F. Toubeau, M. Hupez, V. Klonari, Z. De Grève, and F. Vallée. "Statistical Load and Generation Modelling for Long Term Studies of Low Voltage Networks in Presence of Sparse Smart Metering Data." Paper presented at 42nd Annual Conference of Industrial Electronics Society, IEEE IECON2016, Florence, Italy, 2016. |
V. Klonari, B. Bakhshideh Zad, J. Lobry, and F. Vallée. "Application of Voltage Sensitivity Analysis in a Probabilistic Context for Characterizing Low Voltage Network Operation." Paper presented at 2016 International Conference on Probabilistic methods Applied to Power Systems, Bejing, China, 2016. |
V. Klonari, A. Orfanos, J. Lobry, and F. Vallée. "Probabilistic Assessment of a Distribution Tariff Scheme for Incentivizing Demand Side Management in the Small Energy Usage Sector." Paper presented at 2016 International Conference on Probabilistic methods Applied to Power Systems, Bejing, China, 2016. |
 | D. Thomas, V. Klonari, F. Vallée, O. Deblecker, and C. Ioakeimidis. "Effect of Electric Vehicles Optimal Charging-Discharging Schedule on a Building Electricity Cost Demand Considering Low Voltage Network Constraints." Paper presented at Effect of Electric Vehicles Optimal Charging-Discharging Schedule on a Building Electricity Cost Demand Considering Low Voltage Network Constraints », IEEE Conference on Innovative Smart Grids Technologies, ISGT 2016 Europe, Ljubljana, Slovenia, 2016. |
B. Picart, B. Gosselin, M. Hupez, Z. De Grève, and F. Vallée. "Application of Signal Processing Techniques for the Generation of Wind Profiles Dedicated to Electrical System Planning Tools." Paper presented at 51st International Universities' Power Engineering Conference, UPEC 2016, Coimbra, Portugal, 2016. |
M. Hupez, J.-F. Toubeau, Z. De Grève, and F. Vallée. "On the Application of SARMA Time Series to Microscopic Electrical Load Modeling." Paper presented at International Work-Conference on Time Series Analysis, ITISE 2016, Granada, Spain, 2016. |
 | O. Deblecker, C. Stevanoni, and F. Vallée. "Cooperative control of multifunctional inverters for renewable energy integration and power quality compensation in Micro-grids." Paper presented at 23th International Symposium on Power Electronics, Electric Drives, Automotion and Motion (SPEEDAM 2016), Capri, Italy, 2016. |
C. Wawrzyniak, V. Moeyaert, Z. De Grève, and F. Vallée. "Modelling Approach of a Photovoltaic Conversion Chain in the PLC Frequency Range." Paper presented at CIRED Workshop 2016, Helsinki, Finland, 2016. |
 | C. Stevanoni, F. Vallée, Z. De Grève, P. Couneson, and O. Deblecker. "Long-Term Planning of Industrial Microgrids." Paper presented at 8th IEEE Young Researchers Symposium in Electrical Power Engineering, YRS 2016, Eindhoven, Netherlands, 2016. |
C. Wawrzyniak, V. Moeyaert, and F. Vallée. "On the Modelling of LV and MV Electrical Networks in the PLC Frequency Range." Paper presented at 8th IEEE Young Researchers Symposium in Electrical Power Engineering, YRS 2016, Eindhoven, Netherlands, 2016. |
 | C. Stevanoni, O. Deblecker, and F. Vallée. "Cooperative Control Strategy of Multifunctional Inverters for Power Quality Enhancement in Smart Microgrid." Paper presented at International Conference on Renewable Energies and Power Quality, ICREPQ'16, Madrid, Spain, 2016. |
V. Klonari, J.-F. Toubeau, J. Lobry, and F. Vallée. "Photovoltaic Integration in a Smart City Power Distribution: A Probabilistic PV Hosting Capacity Assessment Based on Smart Metering Data." Paper presented at 5th International Conference on Smart Cities and Green ICT Systems, SMARTGREENS 2016, Rome, Italy, 2016. |
Z. De Grève, J. Vanstals, J.-F. Toubeau, F. Geth, P. C. Ramasmawy, S. Rapoport, and F. Vallée. "Impact of the Geographical Correlation between Wind Speed Time Series on Reliability Indices in Power System Studies." Paper presented at IEEE International Energy Conference, ENERGYCON 2016, Leuven, Belgium, 2016. |
B. Bakhshideh Zad, J. Lobry, and F. Vallée. "A Centralized Approach for Voltage Control of MV Distribution Systems Using DGs Power Control and A Direct Sensitivity Analysis Method." Paper presented at IEEE International Energy Conference, ENERGYCON 2016, Leuven, Belgium, 2016. |
V. Klonari, B. Meersman, D. Bozalakov, T. Vandoorn, J. Lobry, and F. Vallée. "Probabilistic Assessment of Voltage Unbalance Mitigation Control Scheme." Paper presented at IEEE International Energy Conference, ENERGYCON 2016, Leuven, Belgium, 2016. |
H. Hasanvand, B. Bakhshideh Zad, A. Parastar, J. Lobry, and F. Vallée. "Voltage Support and Damping of Low Frequency Oscillations in a Large Scale Power System Using STATCOM." Paper presented at IEEE International Energy Conference, ENERGYCON 2016, Leuven, Belgium, 2016. |
C. Wawrzyniak, F. Vallée, and V. Moeyaert. "Power Transfromer Modelled as a Transmission Line for Simple Simulation of Complex Topologies in the PLC Frequency Range." Paper presented at IEEE International Symposiumon Power Line Communications and its Applications, ISPLC'16, Bottrop, Germany, 2016. |
F. Vallée, J.-F. Toubeau, Z. De Grève, and J. Lobry. "Adjusted LOLE and EENS indices for the Consideration of Load Excess Transfer in Power Systems Adequacy Studies." Paper presented at XIV International Conference on Electrical, Electronics and Power Engineering, ICEEPE'16, London, United Kingdom, 2016. |
D. Thomas, V. Klonari, F. Vallée, and C. Ioakeimidis. "Implementation of an e-bike Sharing System: The Effect on Low Voltage Network Using PV and Smart Charging Stations." Paper presented at IEEE International Conference on Renewable Energy Research and Applications, ICRERA 2015, Palermo, Italy, 2015. |
F. Vallée, F. Moutier, V. Klonari, J.-F. Toubeau, F. Lecron, Z. De Grève, and J. Lobry. "Clustering of Photovoltaic Generation for the Consideration of Time Changing Geographical Correlation in Probabilistic Analysis of Low Voltage Distribution Systems." Paper presented at 5th International Workshop on Integration of Solar Power into Power Systems, Brussels, Belgium, 2015. |
P. Rousseaux, J.-F. Toubeau, Z. De Grève, F. Vallée, M. Glavic, and T. Van Cutsem. "A New Formulation of State Estimation in Distribution Systems Including Demand and Generation States." Paper presented at IEEE PowerTech 2015 International Conference, POWERTECH 2015, Eindhoven, Netherlands, 2015. |
V. Klonari, J.-F. Toubeau, Z. De Grève, O. Durieux, J. Lobry, and F. Vallée. "Probabilistic Analysis Tool of the Voltage Profile in Low Voltage Grids." Paper presented at 23rd International Conference & Exhibition on Electricity Distribution, CIRED 2015, Lyon, France, 2015. |
J.-F. Toubeau, A. Brito Gonçalves de Sà, Z. De Grève, O. Durieux, F. Vallée, and J. Lobry. "Optimal Positioning and Pre-Sizing of Storage Devices for the Improvement of MV Distribution Grid Operation." Paper presented at 23rd International Conference & Exhibition on Electricity Distribution, CIRED 2015, Lyon, France, 2015. |
V. Klonari, J.-F. Toubeau, Z. De Grève, T. Vandoorn, B. Meersman, F. Vallée, and J. Lobry. "Probabilistic Assessment of PDC/Vg Droop Control of PV Inverters." Paper presented at 23rd International Conference & Exhibition on Electricity Distribution, CIRED 2015, Lyon, France, 2015. |
V. Klonari, J.-F. Toubeau, Z. De Grève, J. Lobry, and F. Vallée. "Probabilistic Analysis of Low Voltage Networks with Distributed Photovoltaic Generation Sources: Case Study in Belgium." Paper presented at International Workshop on Photovoltaic Cell Systems, IWPCS 2015, Saïda, Morocco, 2015. |
J.-F. Toubeau, V. Klonari, Z. De Grève, J. Lobry, and F. Vallée. "Probabilistic Study of the Impact on the Network Equipment of Changing Load Profiles in Modern Low Voltage Grids." Paper presented at International Conference on Renewable Energies and Power Quality, ICREPQ'15, La Coruna, Spain, 2015. |
F. Vallée, J.-F. Toubeau, Z. De Grève, and J. Lobry. "Impact of Wind Geographical Correlation in Reliability Assessment Studies Using Sequential Monte Carlo Simulations." Paper presented at International Conference on Renewable Energies and Power Quality, ICREPQ'15, La Coruna, Spain, 2015. |
G. Lossa Unen, Z. De Grève, F. Vallée, and M. Delhaye. "An Original Method for Measuring the Stator Leakage Reactance of Synchronous Machines." Paper presented at 16th IEEE International Conference on Industrial Technology, ICIT2015, Sevilla, Spain, 2015. |
L. Exizidis, Z. De Grève, F. Vallée, and J. Lobry. "A Competitive Framework to Regulate Day-Ahead Wind Power Predictions for Operational Planning in Electricity Markets." Paper presented at 8th International Conference on Electrical and Computer Engineering, ICECE 2014, Dhaka, Bangladesh, 2014. |
S. Farhadkhani, J. Lobry, F. Vallée, and O. Durieux. "Investigating the Characteristics and Effects of FCLs on Distribution Grids with Wind Generation." Paper presented at IEEE Electrical Power and Energy Conference, EPEC 2014, Calgary, Canada, 2014. |
B. Bakhshideh Zad, J. Lobry, F. Vallée, and H. Hasanvand. "Optimal Reactive Power Control of DGs for Voltage Regulation of MV Distribution Systems Considering Thermal Limits of the System Branches." Paper presented at 2014 International Conference on Power System Technology, POWERCON 2014, Chengdu, China, 2014. |
Z. De Grève, L. Exizidis, C. Daniels, F. Vallée, and J. Lobry. "A review of statistical models for the long term modeling of wind speed in distribution network planning." Paper presented at 23d International Conference and Exhibition on Electricity Distribution (CIRED 2014), Rome, Italy, 2014. |
 | J.-F. Toubeau, J. Lobry, F. Vallée, and Z. De Grève. "Optimal Allocation Process of Voltage Control Devices and Operational Management of the Voltage in Distribution Systems Using the Experimental Design Method." Paper presented at IEEE International Energy Conference (ENERGYCON 2014), Dubrovnik, Croatia, 2014. |
 | V. Klonari, F. Vallée, O. Durieux, Z. De Grève, and J. Lobry. "Probabilistic Modelling of Short Term Fluctuations of Photovoltaic Power Injection for the Evaluation of Overvoltage Risk in Low Voltage Grids." Paper presented at IEEE International Energy Conference (ENERGYCON 2014), Dubrovnik, Croatia, 2014. |
L. Exizidis, Z. De Grève, F. Vallée, and J. Lobry. "Construction and Reduction of Scenario Trees for the Day-Ahead Prediction of Wind Power." Paper presented at 7th IEEE Young Researchers Symposium in Electrical Power Engineering, YRS 2014, Ghent, Belgium, 2014. |
 | J.-F. Toubeau, F. Vallée, Z. De Grève, and J. Lobry. "A New Approach for the Voltage Regulation in Medium Voltage Networks Using the Experimental Design Method." Paper presented at 7th IEEE Young Researchers Symposium in Electrical Power Engineering, YRS 2014, Ghent, Belgium, 2014. |
F. Vallée, V. Klonari, J. Lobry, and O. Durieux. "Study of the Combined Impact of Auto-Consumption Behaviour and Correlation Level between Prosumers on Overvoltage Probabilities in Low Voltage Distribution Grids." Paper presented at 2014 IEEE PES Transmission & Distribution Conference & Exposition, Chicago, United States - Illinois, 2014. |
L. Exizidis, Z. De Grève, F. Vallée, and J. Lobry. "Construction of Aggregated Scenario Trees for the Day-Ahead Prediction of Wind Speed." Paper presented at European Wind Energy Conference, EWEA2014, Barcelona, Spain, 2014. |
V. Klonari, F. Vallée, O. Durieux, and J. Lobry. "Probabilistic Tool Based on Smart Meters Data To Evaluate The Impact of Distributed PV Generation on Voltage Profiles in LV Grids." Paper presented at 3rd International Workshop on Integration of Solar Power into Power Systems, London, United Kingdom, 2013. |
B. Bakhshideh Zad, J. Lobry, and F. Vallée. "Coordinated Control of On-Load Tap Changer and D-STATCOM for Voltage Regulation of Radial Distribution Systems with DG Units." Paper presented at 3rd International Conference on Electric Power and Energy Conversion Systems, Istanbul, Turkey, 2013. |
M. Oukili, S. Zouggar, M. Seddik, F. Vallée, M. El hafiani, and T. Ouchbel. "Evaluation of the Moroccan Power Grid Adequacy with introduction of Concentrating Solar Power (CSP) using solar tower and parabolic trough mirrors Technology." Paper presented at The Mediterranean Green Energy Forum 2013, MGEF-13, Fès, Morocco, 2013. |
B. Bakhshideh Zad, J. Lobry, F. Vallée, and O. Durieux. "Improvement of On-Load Tap Changer Performance in Voltage Regulation of MV Distribution System with DG Units Using STATCOM." Paper presented at 22nd International Conference & Exhibition on Electricity Distribution (CIRED 2013), Stockholm, Sweden, 2013. |
Y. Firouz, J. Lobry, F. Vallée, and O. Durieux. "A Review of Transient Effects of Different Types of Distributed Generation Units on Overcurrent Protection System." Paper presented at 22nd International Conference & Exhibition on Electricity Distribution (CIRED 2013), Stockholm, Sweden, 2013. |
F. Vallée, C. Versèle, V. Klonari, F. Moiny, and J. Lobry. "A New Estimator for the Long-Term Reduction of Gaseous Pollutants Emissions in Electrical Systems with Wind Generation." Paper presented at 4th IEEE International Conference on Clean Electrical Power, ICCEP 2013, Alghero, Italy, 2013. |
 | M. Oukili, S. Zouggar, M. Seddik, F. Z. Kadda, M. El hafiani, T. Ouchbel, and F. Vallée. "Introduction of Concentrating Solar Power Based on the Use of Parabolic Trough Mirrors in the Evaluation of the Moroccan Power Grid Adequacy." Paper presented at 1st IEEE International Renewable and Sustainable Energy Conference (IRSEC'13), Ouarzazate , Morocco, 2013. |
Z. De Grève, F. Vallée, M. Delhaye, G. Lossa Unen, O. Deblecker, and J. Lobry. "Contribution to the Determination of the Stator Leakage Reactance of Synchronous Generators." Paper presented at 14th IEEE International Conference on Industrial Technology (ICIT 2013), Cape Town, South Africa, 2013. |
M. Oukili, S. Zouggar, M. Seddik, T. Ouchbel, F. Vallée, M. El hafiani, and A. Aziz. "Comparative Study of the Moroccan Power Grid Reliability in Presence of Photovoltaic and Wind Generation." Paper presented at International Renewable Energy Congress (IREC 2012), Sousse, Tunisia, 2012. |
 | F. Vallée, C. Versèle, J. Lobry, and F. Moiny. "Development of a Monte Carlo Simulation Tool in order to Minimize Polluting Gases Emissions in Presence of Wind Power Under Cost and Load Covering Constraints." Paper presented at International Conference on Renewable Energies and Power Quality 2012 (ICREPQ'12), Santiago de Compostela, Spain, 2012. |
F. Vallée, C. Versèle, R. Loughlimi, and J. Lobry. "Prise en compte de l'indisponibilité non programmée des centrales thermiques classiques et de l'algorithme de résolution utilisé dans un problème de minimisation des émissions de gaz polluants en présence de production décentralisée de type éolien." Paper presented at Conférence Electrotechnique du Futur, EF2011, Belfort, France, 2011. |
 | F. Vallée, G. Brunieau, M. Pirlot, O. Deblecker, and J. Lobry. "Optimal Wind Clustering Methodology for Electrical Network Adequacy Studies Using Non Sequential Monte Carlo Simulation." Paper presented at 3rd IEEE International Conference on Clean Electrical Power, ICCEP 2011, Ischia, Italy, 2011. |
 | F. Vallée, J. Lobry, and O. Deblecker. "Impact of Wind Power Integration in the Context of Transmission Systems Adequacy Studies with Economic Dispatch: Application to the Belgian Case." Paper presented at 3rd IEEE International Conference on Clean Electrical Power, ICCEP 2011, Ischia, Italy, 2011. |
 | M. Oukili, S. Zouggar, F. Vallée, M. Seddik, and T. Ouchbel. "Impact of Wind Power Integration and Load Evolution on the Moroccan Electrical Grid." Paper presented at International Renewable Energy Congress 2010 (IREC 2010), Sousse, Tunisia, 2010. |
M. Oukili, S. Zouggar, F. Vallée, M. Seddik, and T. Ouchbel. "Evaluation de la fiabilité du réseau électrique marocain en présence de production décentralisée de type éolien." Paper presented at 5ème Congrès international sur les énergies renouvelables et l'environnement (CERE), Sousse, Tunisia, 2010. |
F. Vallée, J. Lobry, and O. Deblecker. "Impact of Real Case Transmission Systems Constraints on Wind Power Operation." Paper presented at 9th International Workshop on Large-Scale Integration of Wind Power into Power Systems as well as on Transmission Networks for Offshore Wind Plants, Quebec City, Canada, 2010. |
F. Vallée, J. Lobry, and O. Deblecker. "Wind Generation Modelling for Transmission Systems Adequacy Studies with Economic Dispatch." Paper presented at European Wind Energy Conference (EWEC2010), Warsaw, Poland, 2010. |
F. Vallée, J. Lobry, and O. Deblecker. "Impact of Transmission System Constraints on Wind Power Operation." Paper presented at 5th IEEE Young Researchers Symposium in Electrical Power Engineering, Leuven, Belgium, 2010. |
F. Vallée, O. Deblecker, and J. Lobry. "Méthodes de clustering pour le tirage de la production éolienne dans des études de fiabilité utilisant une approche Monte Carlo non séquentielle." Paper presented at EF'2009 Conférence Electrotechnique du Futur, Compiègne, France, 2009. |
F. Vallée, O. Deblecker, and J. Lobry. "Prise en compte de la production éolienne dans des études d'adéquation du réseau de transport avec dispatch économique." Paper presented at EF'2009 Conférence Electrotechnique du Futur, Compiègne, France, 2009. |
C. Versèle, Z. De Grève, F. Vallée, R. Hanuise, O. Deblecker, M. Delhaye, and J. Lobry. "Analytical design of an axial flux permanent magnet in-wheel synchronous motor for electric vehicle." Paper presented at 13th Conference on Power Electronics and Applications (EPE'2009), Barcelone, Spain, 2009. |
F. Vallée, J. Lobry, and O. Deblecker. "Solutions to reduce the impact of wind prediction errors on the classical electrical park operation." Paper presented at International Conference on Clean Electrical Power (ICCEP'09), Capri, Italy, 2009. |
F. Vallée, Z. De Grève, C. Versèle, O. Deblecker, M. Delhaye, and J. Lobry. "Exploitation pédagogique du logiciel labview pour le traitement d'un essai normalisé de court-circuit triphasé brusque aux bornes d'une machine synchrone à pôles saillants fonctionnant initialement à vide." Paper presented at Colloque sur l'Enseignement des Technologies et des Sciences de l'Information et des Systèmes, Bruxelles, Belgium, 2008. |
O. Deblecker, A. Moretti, and F. Vallée. "Comparative Analysis of two Zero-Current Switching Isolated DC-DC Converters for Auxiliary Railway Supply." Paper presented at International Symposium on Power Electronics, Electrical Drives, Automation and Motion, Ischia, Italy, 2008. |
F. Vallée, J. Lobry, and O. Deblecker. "Comparison of Dynamical and Classical Estimation Methods for Wind Production." Paper presented at 8th European Conference on Power and Energy Systems, Corfu, Greece, 2008. |
J. Lobry and F. Vallée. "Wind energy and power systems reliability." Paper presented at Colloque italo-belge : Wind Energy Research and Implementations : Opportunities for Cooperation, , 2008. |
F. Vallée, J. Lobry, and O. Deblecker. "Classical and Dynamical Methods for the Estimation of Wind Production." Paper presented at 9th IEEE International Conference on Industrial Technology, Chengdu, China, 2008. |
F. Vallée, J. Lobry, and O. Deblecker. "Wind speed drawing methods for reliability studies using non sequential Monte Carlo simulations." Paper presented at 4th IEEE Young Researchers Symposium in Electrical Power Engineering, Eindhoven, Netherlands, 2008. |
F. Vallée and J. Lobry. "Impact de la production d'électricité décentralisée de type éolien sur la fiabilité du réseau électrique belge." Paper presented at Symposium FABI, Ecole Royale Militaire (Proceedings, pp. 123 - 133), Bruxelles, Belgium, 2007. |
F. Vallée, J. Lobry, and O. Deblecker. "Calcul d'une Capacité Equivalente de Production Eolienne par Simulation Monte Carlo." Paper presented at Conférence Electrotechnique du Futur 2007 (EF2007), Toulouse, France, 2007. |
J. Lobry and F. Vallée. "Analyse Probabiliste de la Fiabilité du Réseau Belge à l'Horizon 2020." Paper presented at Colloque International sur les Energies Renouvelables, Oujda, Morocco, 2007. |
F. Vallée, J. Lobry, and O. Deblecker. "Estimation du Potentiel Eolien Actuel en Wallonie." Paper presented at Colloque International sur les Energies Renouvelables, Oujda, Morocco, 2007. |
F. Vallée, J. Lobry, and O. Deblecker. "Analysis and Future Trends for the Belgian Electrical Supply Reliability." Paper presented at IASTED International Conference on Power and Energy Systems, Clearwater, United States, 2007. |
F. Vallée, J. Lobry, and O. Deblecker. "Combination of a Geographical Spreading and an Optimal Choice of the Speed Control Characteristic for the Active Power Smoothing of a Wind Farm : Application to Asynchronous Doubly-fed Wind Generators." Paper presented at 6th International Workshop on Large-Scale Integration of Wind Power and Transmission Networks for Offshore Wind Farms, Delft, Netherlands, 2006. |
F. Vallée, J. Lobry, and O. Deblecker. "Smoothing of the wind power production by a geographical spreading of the wind farm : application to asynchronous doubly-fed wind generators." Paper presented at 17th International Conference on Electrical Machines, Chania, Greece, 2006. |
F. Vallée, J. Lobry, O. Deblecker, and J. Trecat. "New Speed Control Characteristics for the Power Smoothing of a Doubly-Fed Wind Generator." Paper presented at 7th European Conference on Power and Energy Systems (EuroPES 2006), Rhodes, Greece, 2006. |
F. Vallée, J. Lobry, and O. Deblecker. "Adaptations of the Speed Control Characteristic for an Improved Active Power Smoothing of a Doubly-Fed Wind Generator." Paper presented at 3rd IEEE Young Researchers Symposium in Electrical Power Engineering, Gent, Belgium, 2006. |
F. Vallée, J. Lobry, and J. Trecat. "Mise en évidence des possibilités de lissage de la puissance électrique en sortie d'une structure de génération éolienne à double alimentation." Paper presented at Conférence Electrotechnique du Futur 2005 (EF2005), Grenoble, France, 2005. |
P. FAVARO, J.-F. TOUBEAU, F. VALLEE, and Y. Dvorkin. "Decision-Focused Learning for Complex System Identification: HVAC Management System Application." Paper presented at E-Energy '25: The 16th ACM International Conference on Future and Sustainable Energy Systems, Rotterdam, Netherlands, 16 June 2025. doi:10.1145/3679240.3734584 Peer reviewed |
 | Z. Zamanian, L. Dewasme, F. Vallée, and A. Vande wouwer. "Online State of Charge estimation for lithium-ion battery cell using a combined RLS-NLS method." Paper presented at 43rd Benelux Meeting on Systems and Control, 2024. Editorial reviewed |
P. Favaro, F. Vallée, and J.-F. Toubeau. "Embedding machine learning models in the scheduling problem of pumped hydro energy storage." Paper presented at European Conference on Operational Research, Espoo, Finland, July 2022. Editorial reviewed |
