Yiping Fang

Laboratoire Laboratoire Génie Industriel

yiping.fang [at] centralesupelec.fr

Résumé :

  • Dr. Yi-Ping FANG is an assistant professor at the EDF Chair SSEC with a joint appointment at Industrial Engineering Laboratory, CentraleSupélec, Université Paris-Saclay, France. His primary research interests focus on the study and development of advanced computational methods for risk, vulnerability and resilience analysis of critical infrastructures (smart grids, electrified transportation, and interdependent lifeline systems). Particularly, he is interested in interdependency modeling, uncertainty quantification, mathematical optimization under uncertainty and game theory.

Mots clés :

  • Risk, resilience, reliability, optimization, decision making under uncertainty

En savoir plus sur Yiping Fang

Publications :

  • Article dans une revue - 33 documents
    • Ding Mao, Peng Wang, Long Ni, Yi-Ping Fang. Understanding District Heating Networks Vulnerability: A Comprehensive Analytical Approach with Controllability Consideration, 2024-02-01. (https://hal.science/hal-04363780)
    • Daogui Tang, Yi-Ping Fang, Enrico Zio. Vulnerability analysis of demand-response with renewable energy integration in smart grids to cyber attacks and online detection methods, 2023-07. (https://hal.science/hal-04103525)
    • Rui Li, Bertrand Decocq, Anne Barros, Yi-Ping Fang, Zhiguo Zeng. Estimating 5G network service resilience against short timescale traffic variation, 2023-04-24. (https://hal.science/hal-04112527)
    • Kai Wang, Zhaoping Xu, Yu Liu, Yiping Fang. Resilience Enhancement for Multistate Interdependent Infrastructure Networks: From a Preparedness Perspective, 2023-03. (https://hal.science/hal-04138761)
    • Xu An, Zhiming Yin, Qi Tong, Yiping Fang, Ming Yang, Ming Yang, Huixing Meng. An integrated resilience assessment methodology for emergency response systems based on multi-stage STAMP and dynamic Bayesian networks, 2023. (https://hal.science/hal-04317617)
    • Zhaoyuan Yin, Chao Fang, Haoxiang Yang, Yiping Fang, Min Xie. Improving the resilience of power grids against typhoons with data-driven spatial distributionally robust optimization, 2023. (https://hal.science/hal-04317603)
    • Ding Mao, Peng Wang, Yi-Ping Fang, Long Ni. Topological and functional vulnerability analysis and mitigation for single-source heating networks based on tree models, 2023. (https://hal.science/hal-04317614)
    • Andrea Bellè, Adam F. Abdin, Yi-Ping Fang, Zhiguo Zeng, Anne Barros. A data-driven distributionally robust approach for the optimal coupling of interdependent critical infrastructures under random failures, 2023. (https://hal.science/hal-04317599)
    • Andrea Bellè, Adam F. Abdin, Yi-Ping Fang, Zhiguo Zeng, Anne Barros. A resilience-based framework for the optimal coupling of interdependent critical infrastructures, 2023. (https://hal.science/hal-04317615)
    • Youba NAIT BELAID, Yiping Fang, Zhiguo Zeng, Anthony Legendre, Patrick Coudray, Anne Barros. Resilience Optimization of Wide-Area Control in Smart Distribution Grids, 2022-07-20. (https://hal.science/hal-03829868)
    • Hongping Wang, Yi-Ping Fang, Enrico Zio. Resilience-oriented optimal post-disruption reconfiguration for coupled traffic-power systems, 2022-06. (https://minesparis-psl.hal.science/hal-03906860)
    • Adam Abdin, Yi-Ping Fang, Aakil Caunhye, Douglas Alem, Anne Barros, Enrico Zio. An optimization model for planning testing and control strategies to limit the spread of a pandemic -The case of COVID-19, 2022-04-01. (https://hal.science/hal-03514029)
    • Matthieu Roux, Yiping Fang, A Barros. Maintenance Planning under Imperfect Monitoring: an Efficient POMDP Model Using Interpolated Value Function, 2022. (https://hal.science/hal-03702092)
    • Adam Abdin, Yi-Ping Fang, Aakil Caunhye, Douglas Alem, Anne Barros, Enrico Zio. An optimization model for planning testing and control strategies to limit the spread of a pandemic – The case of COVID-19, 2021-11. (https://minesparis-psl.hal.science/hal-03481105)
    • Xing Liu, Yiping Fang, Enrico Zio. A Hierarchical Resilience Enhancement Framework for Interdependent Critical Infrastructures, 2021-11. (https://hal.science/hal-03413631)
    • Kaiquan Cai, Yue Li, Yiping Fang, Yanbo Zhu. A Deep Learning Approach for Flight Delay Prediction through Time-Evolving Graphs, 2021-08-12. (https://hal.science/hal-03428046)
    • Xing Liu, Yiping Fang, Elisa Ferrario, Enrico Zio. Resilience Assessment and Importance Measure for Interdependent Critical Infrastructures, 2021-05-15. (https://hal.science/hal-03226806)
    • 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, 2021-05. (https://hal.science/hal-03464077)
    • Youba Nait Belaid, Patrick Coudray, José Sanchez-Torres, Yiping Fang, Zhiguo Zeng, Anne Barros. Resilience Quantification of Smart Distribution Networks—A Bird’s Eye View Perspective, 2021-05. (https://hal.science/hal-03228495)
    • Hongping Wang, Adam Abdin, Yi-Ping Fang, Enrico Zio. Resilience assessment of electrified road networks subject to charging station failures, 2021. (https://hal.science/hal-03266227)
    • 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, 2020. (https://hal.science/hal-02489120)
    • Chao Fang, Piao Dong, Yiping Fang, Enrico Zio. Vulnerability Analysis of Critical Infrastructure under Disruptions: an Application to China Railway High-Speed Acknowledgement, 2020. (https://hal.science/hal-02431422)
    • Adam Abdin, Yiping Fang, Enrico Zio. A modeling and optimization framework for power system design with operational flexibility and resilience against extreme weather events, 2019-09. (https://hal.science/hal-02428603)
    • Yiping Fang, Enrico Zio. An adaptive robust framework for the optimization of the resilience of interdependent infrastructures under natural hazards, 2019-08. (https://hal.science/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, 2019-02-19. (https://hal.science/hal-02093088)
    • Yiping Fang, Chao Fang, Min Xie, Enrico Zio. Resilient Critical Infrastructure Planning Under Disruptions Considering Recovery Scheduling, 2019. (https://hal.science/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, 2019. (https://hal.science/hal-02431391)
    • Yiping Fang, Giovanni Sansavini. Optimum Post-Disruption Restoration under Uncertainty for Enhancing Critical Infrastructure Resilience, 2018-12. (https://hal.science/hal-01957113)
    • Yi-Ping Fang, Nicola Pedroni, Enrico Zio. Resilience-Based Component Importance Measures for Critical Infrastructure Network Systems, 2016-06. (https://centralesupelec.hal.science/hal-01436576v2)
    • Yiping Fang, Nicola Pedroni, Enrico Zio. Optimization of Cascade-Resilient Electrical Infrastructures and its Validation by Power Flow Modelling, 2015-04-30. (https://hal.science/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, 2014-09-15. (https://centralesupelec.hal.science/hal-01108169)
    • Yi-Ping Fang, Enrico Zio. Unsupervised spectral clustering for hierarchical modelling and criticality analysis of complex networks, 2013-08. (https://centralesupelec.hal.science/hal-00838315)
    • 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, 2013-01-13. (https://centralesupelec.hal.science/hal-00838320)
  • Communication dans un congrès - 28 documents
    • Rui Li, Bertrand Decocq, Anne Barros, Yiping Fang, Zhiguo Zeng. High-mobility 5G communication service: availability and reliability analysis, 2023-11-22. (https://hal.science/hal-04313077)
    • Rui Li, Bertrand Decocq, Yiping Fang, Zhiguo Zeng, Anne Barros. Reliability Challenges of 5G and Beyond Networks Applications in High-Speed Trains, 2023-09-03. (https://hal.science/hal-04313073)
    • Matthieu Roux, Yiping Fang, Anne Barros. A hybrid approach to solve the maintenance problem of an offshore wind farm formulated as a large-scale POMDP, 2023-02-20. (https://hal.science/hal-04013826)
    • Peng Bi, Yi-Ping Fang, Matthieu Roux, Anne Barros. Condition-Based Maintenance Optimization Under Large Action Space with Deep Reinforcement Learning Method, 2023. (https://hal.science/hal-04317702)
    • Youba Nait Belaid, Anne Barros, Yi-Ping Fang, Zhiguo Zeng, Patrick Coudray, Anthony Legendre. Enhanced Power and Communication Modeling in Cyber-Physical Distribution Grids for Resilience-based Optimization, 2022-08-29. (https://centralesupelec.hal.science/hal-03898749)
    • Khaled Sayad, Anne Barros, Yiping Fang, Zhiguo Zeng, Benoît Lemoine. Interdependency-Aware Resource Allocation for High Availability of 5G-enabled Critical Infrastructures Services, 2022-08-28. (https://hal.science/hal-03896649)
    • Matthieu Roux, Yiping Fang, Anne Barros. Impact of imperfect monitoring on the optimal condition-based maintenance policy of a single-item system, 2022-08-28. (https://hal.science/hal-03762550)
    • Rui Li, Bertrand Decocq, Anne Barros, Yiping Fang, Zhiguo Zeng. Modélisation d'un réseau 5G par des réseaux de Pétri pour estimer sa résilience, 2022-05-30. (https://hal.science/hal-03656125)
    • Rui Li, Bertr Decocq, Anne Barros, Yiping Fang, Zhiguo Zeng. Petri Net-Based Model for 5G and Beyond Networks Resilience Evaluation, 2022-03-07. (https://hal.science/hal-03648310)
    • Matthieu Roux, Anne Barros, Yiping Fang. Maintenance planning under imperfect monitoring: two POMDP approaches to quantify the value of information, 2022-02-23. (https://hal.science/hal-03595322)
    • Youba Nait Belaid, Yi-Ping Fang, Zhiguo Zeng, Anthony Legendre, Patrick Coudray, Anne Barros. Resilience Optimization of Wide-Area Control in Smart Distribution Grids, 2022. (https://hal.science/hal-04317743)
    • Andrea Bellè, Yi-Ping Fang, Zhiguo Zeng, Anne Barros. A distributionally robust approach for the optimal protection of power networks with endogenous uncertainty, 2022. (https://hal.science/hal-04317745)
    • Bin Hao, Kaiquan Cai, Yiping Fang, Abdelghani Fadil, Daozhong Feng. A Moment-based Distributionally Robust Optimization Model for Air Traffic Flow Management, 2021-10-03. (https://hal.science/hal-03441646)
    • Rui Li, Bertrand Decocq, Anne Barros, Yiping Fang, Zhiguo Zeng. Complexity in 5G Network Applications and use cases, 2021-09-19. (https://hal.science/hal-03363854v2)
    • Khaled Sayad, Benoît Lemoine, Anne Barros, Yi-Ping Fang, Zhiguo Zeng. Dynamic Orchestration of Communication Resources Deployment for Resilient Coordination in Critical Infrastructures Network, 2021-09-19. (https://hal.science/hal-03463486)
    • Hongping Wang, Yi-Ping Fang, Adam Abdin, Enrico Zio. Assessing the resilience of an electrified transportation network considering failures of charging stations, 2020. (https://hal.science/hal-04317741)
    • Shijia Du, Zhiguo Zeng, Yi-Ping Fang, Qingqing Zhai. Resilience Analysis of Multistate Systems Based on Markov Reward Processes, 2019-11-20. (https://hal.science/hal-04322267)
    • Yiping Fang, Enrico Zio. Resilience Management of Infrastructure Systems from a Multistage Decision Making Perspective, 2019-09-22. (https://hal.science/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, 2019-09-22. (https://hal.science/hal-02303650)
    • Hongping Wang, Yiping Fang, Enrico Zio. An improved cell transmission model of traffic considering electric vehicles and charging stations, 2019-06-23. (https://hal.science/hal-02307336)
    • Daogui Tang, Yi-Ping 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, 2019. (https://hal.science/hal-04317737)
    • Hongping Wang, Yiping Fang, Enrico Zio. Risk Assessment of Electrical Power Systems Considering Traffic Congestion, 2018-11-23. (https://hal.science/hal-02156510)
    • Adam Abdin, Yiping Fang, Enrico Zio. Power System Design for Resilience and Flexibility Against Extreme Weather Events, 2018-11-23. (https://hal.science/hal-02156513)
    • Daogui Tang, Yiping Fang, Enrico Zio, José Emmanuel Ramirez-Marquez. Analysis of the Vulnerability of Smart Grids to Social Network-Based Attacks, 2018-11-23. (https://hal.science/hal-02156515)
    • Yiping Fang, Enrico Zio. Optimizing the Resilience of Interdependent Infrastructure Systems against Intentional Attacks, 2017-12-19. (https://hal.science/hal-01787909)
    • Yi-Ping Fang, Nicola Pedroni, Enrico Zio. Comparing Topological and Physical Approaches to Network Modeling for the Optimization of Failure-Resilient Electrical Infrastructures, 2014-07-13. (https://centralesupelec.hal.science/hal-01108227)
    • Yi-Ping Fang, Nicola Pedroni, Enrico Zio. Optimal Capacity Allocation for a Failure Resilient Electrical Infrastructure, 2014-07-02. (https://centralesupelec.hal.science/hal-01108228)
    • Yi-Ping Fang, Enrico Zio. Optimal Production Facility Allocation for Failure Resilient Critical Infrastructures, 2013-09-29. (https://centralesupelec.hal.science/hal-00838640)
  • Pré-publication, Document de travail - 4 documents
    • Youba NAIT BELAID, Yiping Fang, Zhiguo Zeng, Patrick Coudray, Anne Barros. Optimal Allocation of Resilience Resources for Strategic Communication-aware Restoration of Smart Distribution Grids, 2023-09. (https://centralesupelec.hal.science/hal-04437914)
    • Andrea Bellè, Adam Abdin, Zhiguo Zeng, Yi-Ping Fang, Anne Barros. A resilience-based framework for the optimal coupling of interdependent critical infrastructures, 2022-07-11. (https://hal.science/hal-03446712v3)
    • Hongping Wang, Yi-Ping Fang, Enrico Zio. Resilience-based optimal post-disruption reconfiguration for traffic-power systems, 2021-10-06. (https://hal.science/hal-03366971)
    • Hongping Wang, Adam Abdin, Yi-Ping Fang, Jakob Puchinger, Enrico Zio. Coordinating dynamic traffic-power systems under decentralized, centralized, and information-sharing decision environments, 2021-06-04. (https://hal.science/hal-03249393)
  • PROCEEDINGS - 1 document
  • Chapitre d'ouvrage - 1 document
    • Yiping Fang, Enrico Zio. Game-Theoretic Decision Making for the Resilience of Interdependent Infrastructures Exposed to Disruptions, 2019-01-02. (https://hal.science/hal-01967981)
  • Rapport - 1 document
    • Yiping Fang, Enrico Zio. Application of Topological Network Measures to Identify Critical Gas Transmission Network Components, 2018-05-27. (https://hal.science/hal-01924426)
  • Thèse - 1 document
    • Yi-Ping Fang. Critical Infrastructure Protection by Advanced Modelling, Simulation and Optimizattion for Cascading Failure Mitigation and Resilience, 2015-02-02. (https://hal.science/tel-01144504)