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 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
2023-aujourd'hui, Professeur titulaire, CentraleSupélec, Université Paris-Saclay, France
Publications
Publications
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Decision-Focused Predictive Maintenance: Bridging the Gap between Data-Driven RUL Prognostics and Maintenance PlanningProceedings of the 35th European Safety and Reliability & the 33rd Society for Risk Analysis Europe Conference, ESREL SRA-E 2025 Organizers, Jun 2025, Stavanger, Norway. pp.1514 - 1521, ⟨10.3850/978-981-94-3281-3_esrel-sra-e2025-p2692-cd⟩ |
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Resilience Enhancement of Microgrids with Distributionally Robust Optimal Sizing and Location of Distributed Energy Resources Under Supply-Demand Uncertainty and Random Contingencies35th European Safety and Reliability Conference (ESREL2025) and the 33rd Society for Risk Analysis Europe Conference (SRA-E 2025), European Safety and Reliability Association (ESRA); Society for Risk Analysis Europe (SRA-E); University of Stavanger, Jun 2025, Stavanger, Norway. ⟨10.3850/978-981-94-3281-3_ESREL-SRA-E2025-P5045-cd⟩ |
Solving two-stage distributionally robust optimization with mixed-integer ambiguity sets via a hybrid Benders and column-and-constraint decomposition methodXVIIth International Conference on Stochastic Programming, Jul 2025, Champs-sur-Marne (Marne-la-Vallée), France |
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Condition-Based Maintenance for Large-Scale Fleets under Multiple Constraints: A Constrained MDP Model with Primal-Dual SolutionProceedings of the 35th European Safety and Reliability & the 33rd Society for Risk Analysis Europe Conference, ESREL SRA-E 2025 Organizers, Jun 2025, Stavanger, Norway. pp.1065 - 1072, ⟨10.3850/978-981-94-3281-3_esrel-sra-e2025-p7937-cd⟩ |
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Optimizing 5G Network Availability: Comparison Between Reliability Block Diagrams and Markov Chains ApproachesProceedings of the 35th European Safety and Reliability & the 33rd Society for Risk Analysis Europe Conference, ESREL SRA-E 2025 Organizers, Jun 2025, Stavanger, Norway. pp.3533 - 3540, ⟨10.3850/978-981-94-3281-3_esrel-sra-e2025-p5793-cd⟩ |
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, Copenhague, Denmark |
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Distributionally Robust Optimization For Decision Making Under Uncertainty For RAMSEuropean Safety and Reliability Conference, ESREL 2024, Polish Safety and Reliability Association, Jun 2024, Cracovie, Poland |
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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⟩ |
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 |
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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⟩ |
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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 |
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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⟩ |
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⟩ |
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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 |
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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⟩ |
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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 |
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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 |
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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⟩ |
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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⟩ |
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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⟩ |
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⟩ |
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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⟩ |
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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⟩ |
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 |
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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⟩ |
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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⟩ |
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⟩ |
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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⟩ |
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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⟩ |
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 |
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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 |
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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 |
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Optimizing the Resilience of Interdependent Infrastructure Systems against Intentional AttacksICSRS2017, Dec 2017, milan, Italy |
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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⟩ |
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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⟩ |
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Optimal Production Facility Allocation for Failure Resilient Critical InfrastructuresESREL 2013, Sep 2013, Amsterdam, Netherlands. pp.1-8 |
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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 |
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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 |
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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⟩ |
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Toward Decision-Oriented Prognostics: An Integrated Estimate-Optimize Framework for Predictive Maintenance2025 |
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A resilience-based framework for the optimal coupling of interdependent critical infrastructures2022 |
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Resilience-based optimal post-disruption reconfiguration for traffic-power systems2021 |
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Coordinating dynamic traffic-power systems under decentralized, centralized, and information-sharing decision environments2021 |
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Application of Topological Network Measures to Identify Critical Gas Transmission Network Components[Research Report] CentraleSupelec. 2018 |
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Restoration Modeling and Optimization of Hybrid Overhead-Underground Power Distribution SystemsIEEE, pp.1-5, 2023, ⟨10.1109/ISGT51731.2023.10066340⟩ |