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Deep Statistical Solvers

Balthazar Donon , Wenzhuo Liu , Antoine Marot , Zhengying Liu , Isabelle Guyon , et al.
NeurIPS 2020 - 34th Conference on Neural Information Processing Systems, Dec 2020, Vancouver / Virtuel, Canada
Conference papers hal-02974541v3
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LEAP nets for power grid perturbations

Benjamin Donnot , Balthazar Donon , Isabelle Guyon , Zhengying Liu , Antoine Marot , et al.
ESANN 2019 - 27th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2019, Bruges, Belgium
Conference papers hal-02268886v1
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Fast Power system security analysis with Guided Dropout

Benjamin Donnot , Isabelle Guyon , Marc Schoenauer , Antoine Marot , Patrick Panciatici
26th European Symposium on Artificial Neural Networks, Apr 2018, Bruges, Belgium
Conference papers hal-01695793v1

Improving cross-border capacity for near real-time balancing

Marie Girod , Efthymios Karangelos , Emily Little , Viktor Terrier , Jean-Yves Bourmaud , et al.
2022 18th International Conference on the European Energy Market (EEM), Sep 2022, Ljubljana, Slovenia. pp.1-6, ⟨10.1109/EEM54602.2022.9921034⟩
Conference papers hal-03894205v1
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Decision Set Optimization and Energy-Efficient MIMO Communications

Hang Zou , Chao Zhang , Samson Lasaulce , Lucas Saludjian , Patrick Panciatici
30th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), Sep 2019, Istanbul, Turkey. pp.1-7, ⟨10.1109/pimrc.2019.8904148⟩
Conference papers hal-02648367v1

LEAP Nets for System Identification and Application to Power Systems

Balthazar Donon , Benjamin Donnot , Isabelle Guyon , Zhengying Liu , Antoine Marot , et al.
Neurocomputing, 2020, 416, pp.316-327
Journal articles hal-02422708v1
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Towards a safe maximisation of renewable's flexibility in power transmission sub-grids: An MPC approach

Guillaume Ganet--Lepage , Sorin Olaru , Alessio Iovine , Manuel Ruiz , Jean Maeght , et al.
2023 European Control Conference (ECC23), Jun 2023, Bucarest, Romania
Conference papers hal-04174492v1
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Optimal pricing approach based on expected utility maximization with partial information

Chao Zhang , Hang Zou , Samson Lasaulce , Vineeth Varma , Lucas Saludjian , et al.
10th International Conference on Network Games, Control and Optimization, NETGCOOP 2021, Sep 2021, Cargèse, France. pp.285-293, ⟨10.1007/978-3-030-87473-5_25⟩
Conference papers hal-03517184v1
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Learning To Run a Power Network Competition

Antoine Marot , Balthazar Donon , Isabelle Guyon , Benjamin Donnot
CiML Workshop, NeurIPS, Dec 2018, Montréal, Canada
Conference papers hal-01968295v1
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Une méthode de détermination d’un ensemble optimal de décision : Application aux communications efficaces énergétiquement

Hang Zou , Samson Lasaulce , Chao Zhang , Lucas Saludjian , Patrick Panciatici
27ème Colloque francophone de traitement du signal et des images (GRETSI'19), Sep 2019, Lille, France
Conference papers hal-02289368v2
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Robust MPC for temperature management on electrical transmission lines

Clementine Straub , Sorin Olaru , Jean Maeght , Patrick Panciatici
IFAC-PapersOnLine, 2018, 51 (32), pp.355-360. ⟨10.1016/j.ifacol.2018.11.409⟩
Journal articles hal-01944872v1
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Fast Power system security analysis with Guided Dropout, supplemental material

Benjamin Donnot , Isabelle Guyon , Marc Schoenauer , Antoine Marot , Patrick Panciatici
2017
Preprints, Working Papers, ... hal-01649938v1
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Predictive Control for Zonal Congestion Management of a Transmission Network

Duc-Trung Hoang , Sorin Olaru , Alessio Iovine , Jean Maeght , Patrick Panciatici , et al.
2021 29th Mediterranean Conference on Control and Automation (MED), Jun 2021, PUGLIA (virtual), Italy. pp.220-225, ⟨10.1109/MED51440.2021.9480270⟩
Conference papers hal-03414267v1
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Predictive control based on stochastic disturbance trajectories for congestion management in sub-transmission grids ⋆

Nouha Dkhili , Sorin Olaru , Alessio Iovine , Manuel Ruiz , Jean Maeght , et al.
18th IFAC Workshop on Control Applications of Optimization (CAO), Jul 2022, GIF SUR YVETTE, France. ⟨10.1016/j.ifacol.2022.09.041⟩
Conference papers hal-03767400v1

Interpreting atypical conditions in systems with deep conditional Autoencoders: the case of electrical consumption

Antoine Marot , Antoine Rosin , Laure Crochepierre , Benjamin Donnot , Pierre Pinson , et al.
ECML PKDD 2019 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 2019, Wurzburg, Germany. pp.638--654, ⟨10.1007/978-3-030-46133-1\_38⟩
Conference papers hal-02266963v1
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Decision-making oriented clustering: Application to pricing and power consumption scheduling

Chao Zhang , Samson Lasaulce , Martin Hennebel , Lucas Saludjian , Patrick Panciatici , et al.
Applied Energy, 2021, 297, pp.117106. ⟨10.1016/j.apenergy.2021.117106⟩
Journal articles hal-03246025v1

Superconducting Power Filter for HVDC and Onboard DC Grids

Loic Queval , Bruno Douine , Isabelle Schwenker , Damien Huchet , Frédéric Trillaud , et al.
COST ACTION 19108 Hi-Scale first joint WG3/4 industry-academia workshop on applications for HTS technologies in the electrical energy chain, Apr 2021, Online, Poland
Conference papers hal-03212408v1

Learning To Run a Power Network Competition - Poster

Benjamin Donnot
CiML Workshop, NeurIPS, Dec 2018, Montréal, Canada
Conference poster hal-01978748v1

Congestion management within a multi-service scheduling coordination scheme for large battery storage systems

Clementine Straub , Jean Maeght , Camille Pache , Patrick Panciatici , Ram Rajagopal
2019 IEEE Milan PowerTech, Jun 2019, Milan, Italy. pp.1-6, ⟨10.1109/ptc.2019.8810599⟩
Conference papers hal-02650025v1
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Neural Networks for Power Flow : Graph Neural Solver

Balthazar Donon , Rémy Clément , Benjamin Donnot , Antoine Marot , Isabelle Guyon , et al.
Electric Power Systems Research, 2020, 189, pp.106547
Journal articles hal-02372741v1
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Graph Neural Solver for Power Systems

Balthazar Donon , Benjamin Donnot , Isabelle Guyon , Antoine Marot
IJCNN 2019 - International Joint Conference on Neural Networks, Jul 2019, Budapest, Hungary
Conference papers hal-02175989v1
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Zonal congestion management mixing large battery storage systems and generation curtailment

Clementine Straub , Sorin Olaru , Jean Maeght , Patrick Panciatici
2018 IEEE CONFERENCE ON CONTROL TECHNOLOGY AND APPLICATIONS (CCTA), Aug 2018, Copenhague, Denmark. pp.988-995
Conference papers hal-01803052v2
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Introducing machine learning for power system operation support

Benjamin Donnot , Isabelle Guyon , Marc Schoenauer , Patrick Panciatici , Antoine Marot
IREP Symposium, Aug 2017, Espinho, Portugal
Conference papers hal-01581719v2
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Nonlinearity handling in MPC for Power Congestion management in sub-transmission areas

Thanh-Hung Pham , Alessio Iovine , Sorin Olaru , Jean Maeght , Patrick Panciatici , et al.
18th IFAC Workshop on Control Applications of Optimization (CAO), Jul 2022, Gif-sur-Yvette, France. ⟨10.1016/j.ifacol.2022.09.003⟩
Conference papers hal-03767398v1

Energy-Efficient MIMO Multiuser Systems: Nash Equilibrium Analysis

Hang Zou , Chao Zhang , Samson Lasaulce , Lucas Saludjian , Patrick Panciatici
Ubiquitous Networking, 12293, Springer International Publishing, pp.68-81, 2020, Lecture Notes in Computer Science, ⟨10.1007/978-3-030-58008-7_6⟩
Book sections hal-03517198v1

Superconducting Power Filter for DC Electrical Grids

Loic Queval , Bruno Douine , Isabelle Schwenker , Damien Huchet , Frédéric Trillaud , et al.
4a Escuela de superconductividad, Nov 2020, Mexico city, Mexico
Conference papers hal-03017957v1
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Evaluation de la faisabilité d'un filtre de puissance supraconducteur pour les réseaux à courant continu haute tension

Loic Queval , Bruno Douine , Isabelle Schwenker , Damien Huchet , Frédéric Trillaud , et al.
Symposium de Génie Electrique (SGE 2021), Jul 2021, Nantes, France
Conference papers hal-03306904v1
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Optimization of computational budget for power system risk assessment

Benjamin Donnot , Isabelle Guyon , Antoine Marot , Marc Schoenauer , Patrick Panciatici
2018
Preprints, Working Papers, ... hal-01783685v1

Small-signal state-space modeling of an HVDC link with modular multilevel converters

Julian Freytes , Samy Akkari , Jing Dai , François Gruson , Pierre Rault , et al.
2016 IEEE 17th Workshop on Control and Modeling for Power Electronics (COMPEL), Jun 2016, Trondheim, Norway. ⟨10.1109/COMPEL.2016.7556693⟩
Conference papers hal-01423719v1
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Latent Surgical Interventions in Residual Neural Networks

Benjamin Donnot , Isabelle Guyon , Zhengying Liu , Marc Schoenauer , Antoine Marot , et al.
2018
Preprints, Working Papers, ... hal-01906170v1