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Number of documents

42

Yi-Ping Fang

Yi-Ping Fang is an assistant professor at the Industrial Engineering Laboratory, CentraleSupélec, Université Paris-Saclay, France. He is also a member of the industrial Chair Risk and Resilience of Complex Systems sponsored by big French companies including EDF, SNCF, and Orange.

 

Research Interests

Theory: reliability theory, stochastic models, 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

2017-now, Assistant Professor in the industrial engineering laboratory, CentraleSupélec, Université Paris-Saclay, France

2015-2017, Postdoc research fellow in the reliability and risk engineering lab, ETH Zurich, Switzerland

2015, Ph.D.  in Industrial Engineering, École Centrale Paris, France

2012, Master in Communication and Information Engineering, Beihang University, China

2009, Bachelor in Electrical and Information Engineering, Beihang University, China

 

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

 

 

Journal articles20 documents

  • Adam Abdin, yi-Ping Fang, Aakil Caunhye, Douglas Alem, Anne Barros, et al.. An optimization model for planning testing and control strategies to limit the spread of a pandemic -The case of COVID-19. European Journal of Operational Research, Elsevier, In press, ⟨10.1016/j.scico.2021.102765⟩. ⟨hal-03514029⟩
  • Xing Liu, yiping Fang, Elisa Ferrario, Enrico Zio. Resilience Assessment and Importance Measure for Interdependent Critical Infrastructures. ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part B: Mechanical Engineering, American Society of Mechanical Engineers (ASME), 2021, ⟨10.1115/1.4051196⟩. ⟨hal-03226806⟩
  • youba Nait Belaid, Patrick Coudray, José Sanchez-Torres, yiping Fang, Zhiguo Zeng, et al.. Resilience Quantification of Smart Distribution Networks—A Bird’s Eye View Perspective. Energies, MDPI, 2021, 14 (10), pp.2888. ⟨10.3390/en14102888⟩. ⟨hal-03228495⟩
  • Zhiguo Zeng, yi-Ping Fang, Qingqing Zhai, Shijia Du. A Markov reward process-based framework for resilience analysis of multistate energy systems under the threat of extreme events. Reliability Engineering and System Safety, Elsevier, 2021, 209, pp.107443. ⟨10.1016/j.ress.2021.107443⟩. ⟨hal-03464077⟩
  • Xing Liu, yiping Fang, Enrico Zio. A Hierarchical Resilience Enhancement Framework for Interdependent Critical Infrastructures. Reliability Engineering and System Safety, Elsevier, 2021, 215, pp.107868. ⟨10.1016/j.ress.2021.107868⟩. ⟨hal-03413631⟩
  • Kaiquan Cai, yue Li, yiping Fang, yanbo Zhu. A Deep Learning Approach for Flight Delay Prediction through Time-Evolving Graphs. IEEE Transactions on Intelligent Transportation Systems, IEEE, In press, pp.1-11. ⟨10.1109/TITS.2021.3103502⟩. ⟨hal-03428046⟩
  • Hongping Wang, Adam F Abdin, yi-Ping Fang, Enrico Zio. Resilience assessment of electrified road networks subject to charging station failures. Computer-Aided Civil and Infrastructure Engineering, Wiley, In press, ⟨10.1111/mice.12736⟩. ⟨hal-03266227⟩
  • Adam Abdin, yi-Ping Fang, Aakil Caunhye, Douglas Alem, Anne Barros, et al.. An optimization model for planning testing and control strategies to limit the spread of a pandemic – The case of COVID-19. European Journal of Operational Research, Elsevier, 2021, ⟨10.1016/j.ejor.2021.10.062⟩. ⟨hal-03481105⟩
  • Chao Fang, Piao Dong, yiping Fang, Enrico Zio. Vulnerability Analysis of Critical Infrastructure under Disruptions: an Application to China Railway High-Speed Acknowledgement. Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, SAGE Publications, In press, ⟨10.1177/1748006X19889149⟩. ⟨hal-02431422⟩
  • Hongping Wang, yi-Ping Fang, Enrico Zio. Risk Assessment of an Electrical Power System Considering the Influence of Traffic Congestion on a Hypothetical Scenario of Electrified Transportation System in New York State. IEEE Transactions on Intelligent Transportation Systems, IEEE, In press, pp.1-14. ⟨10.1109/TITS.2019.2955359⟩. ⟨hal-02489120⟩
  • yiping Fang, Chao Fang, Min Xie, Enrico Zio. Resilient Critical Infrastructure Planning Under Disruptions Considering Recovery Scheduling. IEEE Transactions on Engineering Management, Institute of Electrical and Electronics Engineers, In press, pp.1-15. ⟨10.1109/TEM.2019.2902916⟩. ⟨hal-02093116⟩
  • Daogui Tang, yi-Ping Fang, Enrico Zio, José Emmanuel Ramirez-Marquez. Resilience of Smart Power Grids to False Pricing Attacks in the Social Network. IEEE Access, IEEE, 2019, 7, pp.80491-80505. ⟨10.1109/ACCESS.2019.2923578⟩. ⟨hal-02431391⟩
  • yiping Fang, Enrico Zio. An adaptive robust framework for the optimization of the resilience of interdependent infrastructures under natural hazards. European Journal of Operational Research, Elsevier, 2019, 276 (3), pp.1119-1136. ⟨10.1016/j.ejor.2019.01.052⟩. ⟨hal-02093096⟩
  • yiping Fang, Giovanni Sansavini, Enrico Zio. An Optimization-Based Framework for the Identification of Vulnerabilities in Electric Power Grids Exposed to Natural Hazards. Risk Analysis, Wiley, 2019, ⟨10.1111/risa.13287⟩. ⟨hal-02093088⟩
  • yiping Fang, Giovanni Sansavini. Optimum Post-Disruption Restoration under Uncertainty for Enhancing Critical Infrastructure Resilience. Reliability Engineering and System Safety, Elsevier, 2018, ⟨10.1016/j.ress.2018.12.002⟩. ⟨hal-01957113⟩
  • yi-Ping Fang, Nicola Pedroni, Enrico Zio. Resilience-Based Component Importance Measures for Critical Infrastructure Network Systems. IEEE Transactions on Reliability, Institute of Electrical and Electronics Engineers, 2016, 65 (2), pp.502-512. ⟨10.1109/TR.2016.2521761⟩. ⟨hal-01436576v2⟩
  • yiping Fang, Nicola Pedroni, Enrico Zio. Optimization of Cascade-Resilient Electrical Infrastructures and its Validation by Power Flow Modelling. Risk Analysis, Wiley, 2015, 35 (4), pp.594-607. ⟨10.1111/risa.12396⟩. ⟨hal-01176349⟩
  • yi-Ping Fang, Nicola Pedroni, Enrico Zio. Comparing Network-Centric and Power Flow Models for the Optimal Allocation of Link Capacities in a Cascade-Resilient Power Transmission Network. IEEE Systems Journal, IEEE, 2014, PP (99), pp.1 - 12. ⟨10.1109/JSYST.2014.2352152⟩. ⟨hal-01108169⟩
  • yi-Ping Fang, Enrico Zio. Hierarchical Modeling by Recursive Unsupervised Spectral Clustering and Network Extended Importance Measures to Analyze the Reliability Characteristics of Complex Network Systems. American Journal of Operations Research, 2013, 3 (1A), pp.101-112. ⟨10.4236/ajor.2013.31A010⟩. ⟨hal-00838320⟩
  • yi-Ping Fang, Enrico Zio. Unsupervised spectral clustering for hierarchical modelling and criticality analysis of complex networks. Reliability Engineering and System Safety, Elsevier, 2013, 116, pp.64-74. ⟨10.1016/j.ress.2013.02.021⟩. ⟨hal-00838315⟩

Conference papers16 documents

  • Rui Li, Bertrand Decocq, Anne Barros, yiping Fang, Zhiguo Zeng. Petri Net-Based Model for 5G and Beyond Networks Resilience Evaluation. 2022 25th Conference on Innovation in Clouds, Internet and Networks and Workshops (ICIN), Mar 2022, Paris, France. pp.131-135, ⟨10.1109/ICIN53892.2022.9758134⟩. ⟨hal-03648310⟩
  • Rui Li, Bertrand Decocq, Anne Barros, yiping Fang, Zhiguo Zeng. Modélisation d'un réseau 5G par des réseaux de Pétri pour estimer sa résilience. AlgoTel 2022 - 24èmes Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications, May 2022, Saint-Rémy-Lès-Chevreuse, France. ⟨hal-03656125⟩
  • Matthieu Roux, Anne Barros, yi-Ping Fang. Maintenance planning under imperfect monitoring: two POMDP approaches to quantify the value of information. 23ème congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, INSA Lyon, Feb 2022, Villeurbanne - Lyon, France. ⟨hal-03595322⟩
  • Khaled Sayad, Benoît Lemoine, Anne Barros, yi-Ping Fang, Zhiguo Zeng. Dynamic Orchestration of Communication Resources Deployment for Resilient Coordination in Critical Infrastructures Network. Proceedings of the 31st European Safety and Reliability Conference, Sep 2021, Angers, France. pp.2055-2062, ⟨10.3850/978-981-18-2016-8_219-cd⟩. ⟨hal-03463486⟩
  • Bin Hao, Kaiquan Cai, yiping Fang, Abdelghani Fadil, Daozhong Feng. A Moment-based Distributionally Robust Optimization Model for Air Traffic Flow Management. 2021 IEEE/AIAA 40th Digital Avionics Systems Conference (DASC), Oct 2021, San Antonio, United States. pp.1-7, ⟨10.1109/DASC52595.2021.9594502⟩. ⟨hal-03441646⟩
  • Rui Li, Bertrand Decocq, Anne Barros, yiping Fang, Zhiguo Zeng. Complexity in 5G Network Applications and use cases. 31st European Safety and Reliability Conference, Sep 2021, Angers, France. pp.3054-3061, ⟨10.3850/978-981-18-2016-8_211-cd⟩. ⟨hal-03363854v2⟩
  • yiping Fang, Enrico Zio. Resilience Management of Infrastructure Systems from a Multistage Decision Making Perspective. 29th European Safety and Reliability Conference (ESREL2019), Sep 2019, Hannover, Germany. ⟨10.3850/978-981-11-2724-3⟩. ⟨hal-02303639⟩
  • Daogui Tang, yiping Fang, Enrico Zio. A zero-sum Markov defender-attacker game for modeling false pricing in smart grids and its solution by multi-agent reinforcement learning. 29th European Safety and Reliability Conference (ESREL2019), Sep 2019, Hannover, Germany. ⟨10.3850/978-981-11-2724-3_0743-cd⟩. ⟨hal-02303650⟩
  • Hongping Wang, yiping Fang, Enrico Zio. An improved cell transmission model of traffic considering electric vehicles and charging stations. 2019 IEEE Milan PowerTech, Jun 2019, Milan, France. pp.1-5, ⟨10.1109/PTC.2019.8810629⟩. ⟨hal-02307336⟩
  • Daogui Tang, yiping Fang, Enrico Zio, José Emmanuel Ramirez-Marquez. Analysis of the Vulnerability of Smart Grids to Social Network-Based Attacks. 2018 3rd International Conference on System Reliability and Safety (ICSRS), Nov 2018, Barcelona, France. pp.130-134. ⟨hal-02156515⟩
  • Hongping Wang, yiping Fang, Enrico Zio. Risk Assessment of Electrical Power Systems Considering Traffic Congestion. 2018 3rd International Conference on System Reliability and Safety (ICSRS), Nov 2018, Barcelona, France. pp.386-389. ⟨hal-02156510⟩
  • Islam Abdin, yiping Fang, Enrico Zio. Power System Design for Resilience and Flexibility Against Extreme Weather Events. 2018 3rd International Conference on System Reliability and Safety (ICSRS), Nov 2018, Barcelona, France. pp.321-327. ⟨hal-02156513⟩
  • yiping Fang, Enrico Zio. Optimizing the Resilience of Interdependent Infrastructure Systems against Intentional Attacks. ICSRS2017, Dec 2017, milan, Italy. ⟨hal-01787909⟩
  • yi-Ping Fang, Nicola Pedroni, Enrico Zio. Optimal Capacity Allocation for a Failure Resilient Electrical Infrastructure. DSM 2014, Jul 2014, Châtenay-Malabry, France. pp.197 - 207, ⟨10.3139/9781569904923.020⟩. ⟨hal-01108228⟩
  • yi-Ping Fang, Nicola Pedroni, Enrico Zio. Comparing Topological and Physical Approaches to Network Modeling for the Optimization of Failure-Resilient Electrical Infrastructures. ICVRAM & ISUMA 2014, Jul 2014, Liverpool, United Kingdom. pp.725 - 735, ⟨10.1061/9780784413609.074⟩. ⟨hal-01108227⟩
  • yi-Ping Fang, Enrico Zio. Optimal Production Facility Allocation for Failure Resilient Critical Infrastructures. ESREL 2013, Sep 2013, Amsterdam, Netherlands. pp.1-8. ⟨hal-00838640⟩

Book sections1 document

  • yiping Fang, Enrico Zio. Game-Theoretic Decision Making for the Resilience of Interdependent Infrastructures Exposed to Disruptions. Gritzalis 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⟩. ⟨hal-01967981⟩

Preprints, Working Papers, ...3 documents

  • Andrea Bellè, Adam F. Abdin, Zhiguo Zeng, yi-Ping Fang, Anne Barros. A mathematical framework for the optimal coupling of interdependent critical infrastructures. 2021. ⟨hal-03446712v2⟩
  • Hongping Wang, Adam F. Abdin, yi-Ping Fang, Jakob Puchinger, Enrico Zio. Coordinating dynamic traffic-power systems under decentralized, centralized, and information-sharing decision environments. 2021. ⟨hal-03249393⟩
  • Hongping Wang, yi-Ping Fang, Enrico Zio. Resilience-based optimal post-disruption reconfiguration for traffic-power systems. 2021. ⟨hal-03366971⟩

Reports1 document

  • yiping Fang, Enrico Zio. Application of Topological Network Measures to Identify Critical Gas Transmission Network Components. [Research Report] CentraleSupelec. 2018. ⟨hal-01924426⟩

Theses1 document

  • yi-Ping Fang. Critical Infrastructure Protection by Advanced Modelling, Simulation and Optimizattion for Cascading Failure Mitigation and Resilience. Electric power. Ecole Centrale Paris, 2015. English. ⟨tel-01144504⟩