
Yiping Fang
- Laboratoire Génie Industriel (LGI)
- Laboratoire Génie Industriel (LGI)
Présentation
Yi-Ping Fang est professeur titulaire au Risk Resilience Reliability (R3) Research Group, Laboratoire de Génie Industriel, CentraleSupélec, Université Paris-Saclay, France. Il est également membre de la Chaire industrielle Risques et Résilience des Systèmes Complexes, sponsorisée par de grandes entreprises françaises, notamment EDF, SNCF, RTE, GRTgaz et Orange.
Centres d'intérêt de recherche
Théorie : Recherche opérationnelle, optimisation stochastique et robuste, apprentissage par renforcement, modélisation stochastique.
Application : Analyse et optimisation des risques, de la fiabilité et de la résilience des systèmes d'infrastructures cyber-physiques (réseaux intelligents et systèmes de transport intelligents).
Expérience
2023-aujourd'hui, Professeur titulaire, CentraleSupélec, Université Paris-Saclay, France
2022-2023, Professeur associé, HDR, CentraleSupélec, Université Paris-Saclay, France
2017-2021, Professeur assistant, CentraleSupélec, Université Paris-Saclay, France
2015-2017, Chercheur associé, ETH Zurich, Suisse
2015, Doctorat en Génie Industriel, École Centrale Paris, France
Pour les étudiants potentiels : veuillez consulter les opportunités de travailler avec moi ici.
Contact
CentraleSupélec
Bâtiment Bouygues - Laboratoire LGI – 2ème étage
3 rue Joliot-Curie
91192 Gif-sur-Yvette Cedex, France
Téléphone : 33 (0)1 75 31 69 16
Email : yiping.fang@centralesupelec.fr
Publications
Publications
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Distributionally Robust Optimization For Decision Making Under Uncertainty For RAMSEuropean Safety and Reliability Conference, Polish Safety and Reliability Association, Jun 2024, Cracow, Poland
Communication dans un congrès
hal-04634263
v1
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A comparative study on the robust optimal design of microgrids under random contingencySmart Energy and Stochastic Optimization 2023, CERMICS, Oct 2023, Champs-sur-Marne (Marne-la-Vallée), France
Communication dans un congrès
hal-05008762
v1
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Reliability Challenges of 5G and Beyond Networks Applications in High-Speed Trains33rd European Safety and Reliability Conference, ESREL 2023, Sep 2023, Southampton (U.K.), United Kingdom. pp.1935-1942, ⟨10.3850/978-981-18-8071-1_P545-cd⟩
Communication dans un congrès
hal-04313073
v1
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A hybrid approach to solve the maintenance problem of an offshore wind farm formulated as a large-scale POMDP24ème Congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision (ROADEF 2023), Feb 2023, Rennes, France
Communication dans un congrès
hal-04013826
v1
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Condition-Based Maintenance Optimization Under Large Action Space with Deep Reinforcement Learning Method6th International Conference on Optimization and Learning, OLA 2023, 2023, Malaga, Spain. pp.161-172, ⟨10.1007/978-3-031-34020-8_12⟩
Communication dans un congrès
hal-04317702
v1
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High-mobility 5G communication service: availability and reliability analysis2023 7th International Conference on System Reliability and Safety (ICSRS), Nov 2023, Bologne, Italy. ⟨10.1109/ICSRS59833.2023.10381382⟩
Communication dans un congrès
hal-04313077
v1
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Petri Net-Based Model for 5G and Beyond Networks Resilience Evaluation2022 25th Conference on Innovation in Clouds, Internet and Networks and Workshops (ICIN), Mar 2022, Paris, France. pp.131-135, ⟨10.1109/ICIN53892.2022.9758134⟩
Communication dans un congrès
hal-03648310
v1
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Maintenance planning under imperfect monitoring: two POMDP approaches to quantify the value of information23ème congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, INSA Lyon, Feb 2022, Villeurbanne - Lyon, France
Communication dans un congrès
hal-03595322
v1
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Interdependency-Aware Resource Allocation for High Availability of 5G-enabled Critical Infrastructures Services32nd European Safety and Reliability Conference, ESREL 2022, Aug 2022, Dublin, Ireland. ⟨10.3850/978-981-18-5183-4_S28-03-640-cd⟩
Communication dans un congrès
hal-03896649
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Resilience Optimization of Wide-Area Control in Smart Distribution Grids18th IFAC Workshop on Control Applications of Optimization, CAO 2022, 2022, Gif sur Yvette, France. pp.136-141, ⟨10.1016/j.ifacol.2022.09.013⟩
Communication dans un congrès
hal-04317743
v1
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Enhanced Power and Communication Modeling in Cyber-Physical Distribution Grids for Resilience-based Optimization32nd European Safety and Reliability Conference, ESREL 2022, Aug 2022, Dublin (Ireland), Ireland. pp.289-295
Communication dans un congrès
hal-03898749
v1
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Modélisation d'un réseau 5G par des réseaux de Pétri pour estimer sa résilienceAlgoTel 2022 - 24èmes Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications, May 2022, Saint-Rémy-Lès-Chevreuse, France
Communication dans un congrès
hal-03656125
v1
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A distributionally robust approach for the optimal protection of power networks with endogenous uncertainty18th IFAC Workshop on Control Applications of Optimization, CAO 2022, 2022, Gif sur Yvette, France. pp.122-127, ⟨10.1016/j.ifacol.2022.09.011⟩
Communication dans un congrès
hal-04317745
v1
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Impact of imperfect monitoring on the optimal condition-based maintenance policy of a single-item system32nd European Safety and Reliability Conference, ESREL 2022, Aug 2022, Dublin, Ireland. pp.658-664, ⟨10.3850/978-981-18-5183-4_R14-08-468-cd⟩
Communication dans un congrès
hal-03762550
v1
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Complexity in 5G Network Applications and use cases31st European Safety and Reliability Conference, ESREL 2021, Sep 2021, Angers, France. pp.3054-3061, ⟨10.3850/978-981-18-2016-8_211-cd⟩
Communication dans un congrès
hal-03363854
v2
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Dynamic Orchestration of Communication Resources Deployment for Resilient Coordination in Critical Infrastructures NetworkProceedings of the 31st European Safety and Reliability Conference, Sep 2021, Angers, France. pp.2055-2062, ⟨10.3850/978-981-18-2016-8_219-cd⟩
Communication dans un congrès
hal-03463486
v1
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A Moment-based Distributionally Robust Optimization Model for Air Traffic Flow Management2021 IEEE/AIAA 40th Digital Avionics Systems Conference (DASC), Oct 2021, San Antonio, United States. pp.1-7, ⟨10.1109/DASC52595.2021.9594502⟩
Communication dans un congrès
hal-03441646
v1
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A zero-sum Markov defender-attacker game for modeling false pricing in smart grids and its solution by multi-agent reinforcement learning29th European Safety and Reliability Conference, ESREL 2019, 2019, Hannover, Germany. pp.3285-3291, ⟨10.3850/978-981-11-2724-30743-cd⟩
Communication dans un congrès
hal-04317737
v1
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Assessing the resilience of an electrified transportation network considering failures of charging stations30th European Safety and Reliability Conference, ESREL 2020 and 15th Probabilistic Safety Assessment and Management Conference, PSAM 2020, 2020, Venice, Virtual, France. pp.3742-3749
Communication dans un congrès
hal-04317741
v1
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Resilience Analysis of Multistate Systems Based on Markov Reward Processes4th International Conference on System Reliability and Safety, ICSRS 2019, Nov 2019, unknown, France. pp.436-440, ⟨10.1109/ICSRS48664.2019.8987621⟩
Communication dans un congrès
hal-04322267
v1
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Resilience Management of Infrastructure Systems from a Multistage Decision Making Perspective29th European Safety and Reliability Conference (ESREL2019), Sep 2019, Hannover, Germany. ⟨10.3850/978-981-11-2724-3⟩
Communication dans un congrès
hal-02303639
v1
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A zero-sum Markov defender-attacker game for modeling false pricing in smart grids and its solution by multi-agent reinforcement learning29th European Safety and Reliability Conference (ESREL2019), Sep 2019, Hannover, Germany. ⟨10.3850/978-981-11-2724-3-0743-cd⟩
Communication dans un congrès
hal-02303650
v1
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An improved cell transmission model of traffic considering electric vehicles and charging stations2019 IEEE Milan PowerTech, Jun 2019, Milan, France. pp.1-5, ⟨10.1109/PTC.2019.8810629⟩
Communication dans un congrès
hal-02307336
v1
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Risk Assessment of Electrical Power Systems Considering Traffic Congestion2018 3rd International Conference on System Reliability and Safety (ICSRS), Nov 2018, Barcelona, France. pp.386-389
Communication dans un congrès
hal-02156510
v1
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Analysis of the Vulnerability of Smart Grids to Social Network-Based Attacks2018 3rd International Conference on System Reliability and Safety (ICSRS), Nov 2018, Barcelona, France. pp.130-134
Communication dans un congrès
hal-02156515
v1
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Power System Design for Resilience and Flexibility Against Extreme Weather Events2018 3rd International Conference on System Reliability and Safety (ICSRS), Nov 2018, Barcelona, France. pp.321-327
Communication dans un congrès
hal-02156513
v1
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Optimizing the Resilience of Interdependent Infrastructure Systems against Intentional AttacksICSRS2017, Dec 2017, milan, Italy
Communication dans un congrès
hal-01787909
v1
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Optimal Capacity Allocation for a Failure Resilient Electrical InfrastructureDSM 2014, Jul 2014, Châtenay-Malabry, France. pp.197 - 207, ⟨10.3139/9781569904923.020⟩
Communication dans un congrès
hal-01108228
v1
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Comparing Topological and Physical Approaches to Network Modeling for the Optimization of Failure-Resilient Electrical InfrastructuresICVRAM & ISUMA 2014, Jul 2014, Liverpool, United Kingdom. pp.725 - 735, ⟨10.1061/9780784413609.074⟩
Communication dans un congrès
hal-01108227
v1
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Optimal Production Facility Allocation for Failure Resilient Critical InfrastructuresESREL 2013, Sep 2013, Amsterdam, Netherlands. pp.1-8
Communication dans un congrès
hal-00838640
v1
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Resilience enhancement of distributions networks under uncertainty and random contingencies with robust optimal sizing and location of DER33rd European Conference on Operational Research, Jun 2024, Copenhagen, Denmark
Poster de conférence
hal-05009077
v1
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Robustesse et scalabilité des analyses prescriptives pour la résilience des réseaux d'infrastructures critiquesWorkshop interdisciplinaire sur la sécurité globale 2024, Mar 2024, Rennes, France. , 2024
Poster de conférence
hal-05008952
v1
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Stochastic Optimization and Reinforcement Learning for the Resilience of Infrastructure Networks against Climate ChangeJournée de l'ED INTERFACES 2023-2024, Mar 2024, Gif-sur-Yvette, France
Poster de conférence
hal-05008991
v1
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Game-Theoretic Decision Making for the Resilience of Interdependent Infrastructures Exposed to DisruptionsGritzalis Dimitris; Theocharidou Marianthi; Stergiopoulos George. Critical Infrastructure Security and Resilience - Theories, Methods, Tools and Technologies, pp.97-114, 2019, 978-3-030-00024-0. ⟨10.1007/978-3-030-00024-0_6⟩
Chapitre d'ouvrage
hal-01967981
v1
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Optimal Allocation of Resilience Resources for Strategic Communication-aware Restoration of Smart Distribution Grids2023
Pré-publication, Document de travail
(preprint/prepublication)
hal-04437914
v1
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A resilience-based framework for the optimal coupling of interdependent critical infrastructures2022
Pré-publication, Document de travail
hal-03446712
v3
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Resilience-based optimal post-disruption reconfiguration for traffic-power systems2021
Pré-publication, Document de travail
hal-03366971
v1
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Coordinating dynamic traffic-power systems under decentralized, centralized, and information-sharing decision environments2021
Pré-publication, Document de travail
hal-03249393
v1
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Application of Topological Network Measures to Identify Critical Gas Transmission Network Components[Research Report] CentraleSupelec. 2018
Rapport
(rapport de recherche)
hal-01924426
v1
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Restoration Modeling and Optimization of Hybrid Overhead-Underground Power Distribution SystemsIEEE, pp.1-5, 2023, ⟨10.1109/ISGT51731.2023.10066340⟩
Proceedings/Recueil des communications
hal-03961376
v2
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