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J

Jean‐François Toubeau

University of Mons

22H指数
152论文数
1.7K被引数
收录论文 46
发表时间
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Decision-Focused Learning for Neural Network-Constrained HVAC Scheduling面向决策的神经网络约束HVAC调度学习
errIEEE Transactions on Smart Grid
IF9.8
err2025-12-03
err0
PREAI
errPietro Favaro; Jean-François Toubeau; François Vallée; Yury Dvorkin
err分享
err收藏
Topology-aware surrogate for future offshore wind farms using machine learning基于机器学习的面向未来海上风电场的拓扑感知代理模型
errRenewable Energy
IF9.1
err2025-06-24
err0
PREAI
errThuy-Hai Nguyen; Jean-François Toubeau; Emmanuel De Jaeger; François Vallée
err分享
err收藏
Review of machine learning techniques for optimal power flow最优潮流的机器学习技术综述
errAPPLIED ENERGY
IF11
err2025-06-01
err0
PREAI
errKhaloie, Hooman; Dolanyi, Mihaly; Toubeau, Jean-Francois; Vallee, Francois
err分享
err收藏
On the participation of energy storage systems in reserve markets using Decision Focused Learning基于决策聚焦学习方法在储能系统参与备用市场中的应用
errSUSTAINABLE ENERGY GRIDS & NETWORKS
IF5.6
err2025-06-01
err0
PREAI
errParedes, Angel; Toubeau, Jean-Francois; Aguado, Jose A.; Vallee, Francois
err分享
err收藏
Multi-fidelity optimization for the day-ahead scheduling of Pumped Hydro Energy Storage
errJOURNAL OF ENERGY STORAGE
IF9.8
err2024-12-01
err0
PREAI
errFavaro, Pietro; Gobert, Maxime; Toubeau, Jean-Francois
err分享
err收藏
Logic-based explanations of imbalance price forecasts using boosted trees
errELECTRIC POWER SYSTEMS RESEARCH
IF4.2
err2024-10-01
err1
PREAI
errBottieau, J.; Audemard, G.; Bellart, S.; Lagniez, J-M.; Marquis, P.; Szczepanski, N.; Toubeau, J. -F.
err分享
err收藏
Day-Ahead Wind Power Temporal Distribution Forecasting With High Resolution具有高分辨率的日前风电功率时间分布预测
errIEEE TRANSACTIONS ON POWER SYSTEMS
IF7.2
err2024-03-01
err5
PREAI
errHosseini, Seyyed Ahmad; Toubeau, Jean-Francois; Amjady, Nima; Vallee, Francois
err分享
err收藏
Neural network informed day-ahead scheduling of pumped hydro energy storage
errENERGY
IF9.4
err2024-02-01
err2
PREAI
errFavaro, Pietro; Dolanyi, Mihaly; Vallee, Francois; Toubeau, Jean-Francois
err分享
err收藏
A Two-Level Coordination Strategy for Distribution Network Balancing
errIEEE TRANSACTIONS ON SMART GRID
IF9.8
err2024-01-01
err7
PREAI
errCui, Xueyuan; Ruan, Guangchun; Vallee, Francois; Toubeau, Jean-Francois; Wang, Yi
err分享
err收藏
Capturing Electricity Market Dynamics in Strategic Market Participation Using Neural Network Constrained Optimization使用神经网络约束优化在战略市场参与中捕获电力市场动态
errIEEE TRANSACTIONS ON POWER SYSTEMS
IF7.2
err2024-01-01
err2
PREAI
errDolanyi, Mihaly; Bruninx, Kenneth; Toubeau, Jean-Francois; Delarue, Erik
err分享
err收藏
Fast and Reliable Modeling of Offshore Wind Generation for Adequacy Studies
errIEEE TRANSACTIONS ON INDUSTRY APPLICATIONS
IF4.5
err2023-11-01
err1
PREAI
errNguyen, Thuy-hai; Toubeau, Jean-Francois; De Jaeger, Emmanuel; Vallee, Francois
err分享
err收藏
Embedding Dependencies Between Wind Farms in Distributionally Robust Optimal Power Flow在分布式鲁棒最优潮流中嵌入风电场之间的依赖关系
errIEEE TRANSACTIONS ON POWER SYSTEMS
IF7.2
err2023-11-01
err8
errOAAI
errArrigo, Adriano; Kazempour, Jalal; De Greve, Zacharie; Toubeau, Jean-Francois; Vallee, Francois
err分享
err收藏
Interpretable Transformer Model for Capturing Regime Switching Effects of Real-Time Electricity Prices
errIEEE TRANSACTIONS ON POWER SYSTEMS
IF7.2
err2023-05-01
err14
PREAI
errBottieau, Jeremie; Wang, Yi; De Greve, Zacharie; Vallee, Francois; Toubeau, Jean-Francois
err分享
err收藏
Risk-Aware Battery Bidding With a Novel Benchmark Selection Under Second-Order Stochastic Dominance二阶随机优势下具有新型基准选择的风险感知电池竞价
errIEEE TRANSACTIONS ON INDUSTRY APPLICATIONS
IF4.5
err2023-05-01
err12
errOAAI
errKhaloie, Hooman; Faraji, Jamal; Vallee, Francois; Lai, Chun Sing; Toubeau, Jean-Francois; Lai, Loi Lei
err分享
err收藏
Predictive models assessing the response to ustekinumab highlight the value of therapeutic drug monitoring in Crohn?s disease
errDIGESTIVE AND LIVER DISEASE
IF3.8
err2023-03-01
err3
errOAAI
errLiefferinckx, Claire; Hubert, Antoine; Thomas, Debby; Bottieau, Jeremie; Minsart, Charlotte; Cremer, Anneline; Amininejad, Leila; Vallee, Francois; Toubeau, Jean-Francois; Franchimont, Denis
err分享
err收藏
Pricing Electricity in Residential Communities Using Game-Theoretical Billings
errIEEE TRANSACTIONS ON SMART GRID
IF9.8
err2023-03-01
err7
errOAAI
errHupez, Martin; Toubeau, Jean-Francois; Atzeni, Italo; De Greve, Zacharie; Vallee, Francois
err分享
err收藏
Data-Driven Multi-Resolution Probabilistic Energy and Reserve Bidding of Wind Power
errIEEE TRANSACTIONS ON POWER SYSTEMS
IF7.2
err2023-01-01
err12
PREAI
errHosseini, Seyyed Ahmad; Toubeau, Jean-Francois; De Greve, Zacharie; Wang, Yi; Amjady, Nima; Vallee, Francois
err分享
err收藏
Privacy-Preserving Probabilistic Voltage Forecasting in Local Energy Communities
errIEEE TRANSACTIONS ON SMART GRID
IF9.8
err2023-01-01
err17
errOAAI
errToubeau, Jean-Francois; Teng, Fei; Morstyn, Thomas; Von Krannichfeldt, Leandro; Wang, Yi
err分享
err收藏
Supervised learning-assisted modeling of flow-based domains in European resource adequacy assessments欧洲资源充足性评估中基于流的域的监督学习辅助建模
errAPPLIED ENERGY
IF11
err2022-11-01
err2
errOAAI
errZad, Bashir Bakhshideh; Toubeau, Jean-Francois; Bruninx, Kenneth; Vatandoust, Behzad; De Greve, Zacharie; Vallee, Francois
err分享
err收藏
Risk-Based Constraints for the Optimal Operation of an Energy Community能源社区优化运行的基于风险的约束
errIEEE TRANSACTIONS ON SMART GRID
IF9.8
err2022-11-01
err2
errOAAI
errDolanyi, Mihaly; Bruninx, Kenneth; Toubeau, Jean-Francois; Delarue, Erik
err分享
err收藏

研究方向

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