Yiping Fang
68
Documents
Identifiants chercheurs
- yiping-fang
- 0000-0003-0096-3539
- Google Scholar : https://scholar.google.com/citations?user=LJ7CkdgAAAAJ&hl=en
Présentation
**Yi-Ping Fang** is an associate professor at the [Industrial Engineering Laboratory](http://www.lgi.centralesupelec.fr/en/node/388), [CentraleSupélec](https://www.centralesupelec.fr/), [Université Paris-Saclay](https://www.universite-paris-saclay.fr/en), France. He is also a member of the industrial [Chair Risk and Resilience of Complex Systems](https://rrcs.centralesupelec.fr/en) sponsored by big French companies including EDF, SNCF, and Orange.
**Research Interests**
**Theory:** reliability theory, stochastic modeling, stochastic and robust optimization, machine learning, and complex network theory.
**Application:** risk, reliability, and resilience assessment and optimization of cyber-physical systems (particularly smart grids and intelligent transportation systems).
**Experience**
2022-now, Associate Professor, HDR, CentraleSupélec, Université Paris-Saclay, France
2017-2021, Assistant Professor, CentraleSupélec, Université Paris-Saclay, France
2015-2017, Research Associate, ETH Zurich, Switzerland
2015, Ph.D. in Industrial Engineering, École Centrale Paris, France
**For prospective students:** please see the opportunities of working with me [here](https://r3.centralesupelec.fr/en/opportunities)
**Contact**
CentraleSupélec
Bâtiment Bouygues - Laboratoire LGI – 2ème étage
3 rue Joliot-Curie
91192 Gif-sur-Yvette Cedex, France
Phone: 33 (0)1 75 31 69 16
Email: <yiping.fang@centralesupelec.fr>
**Yi-Ping FANG** est professeur assistant au laboratoire génie industriel de CentraleSupélec à l'Université Paris-Saclay, en France. Il est également membre de la chaire industrielle Risques et résilience des systèmes complexes parrainée par de grandes entreprises françaises telles qu’EDF, SNCF, et Orange.
**Recherche d'intérêts**
**Théorie:** théorie de la fiabilité, modèles stochastiques, quantification de l'incertitude, optimisation stochastique et robuste, apprentissage automatique, et théorie des réseaux complexes
**Application:** évaluation et optimisation des risques, de la fiabilité et de la résilience des systèmes cyber-physiques (en particulier des réseaux intelligents et des systèmes de transport intelligents)
**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
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High-mobility 5G communication service: availability and reliability analysis2023 7th International Conference on System Reliability and Safety (ICSRS), Nov 2023, Bologna (ITALY), Italy
Communication dans un congrès
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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-04313073v1
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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, France. pp.161-172, ⟨10.1007/978-3-031-34020-8_12⟩
Communication dans un congrès
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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, Feb 2023, Rennes, France
Communication dans un congrès
hal-04013826v1
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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-03656125v1
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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
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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-03648310v1
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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-03595322v1
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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
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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-03898749v1
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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
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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
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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-03363854v2
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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-03441646v1
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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-03463486v1
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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
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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
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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-02303650v1
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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
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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
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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-02303639v1
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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
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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
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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-02156510v1
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Optimizing the Resilience of Interdependent Infrastructure Systems against Intentional AttacksICSRS2017, Dec 2017, milan, Italy
Communication dans un congrès
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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-01108228v1
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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-01108227v1
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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-00838640v1
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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
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Optimal Allocation of Resilience Resources for Strategic Communication-aware Restoration of Smart Distribution Grids2023
Pré-publication, Document de travail
hal-04437914v1
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A resilience-based framework for the optimal coupling of interdependent critical infrastructures2022
Pré-publication, Document de travail
hal-03446712v3
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Resilience-based optimal post-disruption reconfiguration for traffic-power systems2021
Pré-publication, Document de travail
hal-03366971v1
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Coordinating dynamic traffic-power systems under decentralized, centralized, and information-sharing decision environments2021
Pré-publication, Document de travail
hal-03249393v1
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Application of Topological Network Measures to Identify Critical Gas Transmission Network Components[Research Report] CentraleSupelec. 2018
Rapport
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Critical Infrastructure Protection by Advanced Modelling, Simulation and Optimizattion for Cascading Failure Mitigation and ResilienceElectric power. Ecole Centrale Paris, 2015. English. ⟨NNT : ⟩
Thèse
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