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Yiping Fang

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Researcher identifiers
  • IdHAL yiping-fang
  • ORCID 0000-0003-0096-3539
  • Google Scholar : https://scholar.google.com/citations?user=LJ7CkdgAAAAJ&hl=en

Presentation

**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

Understanding District Heating Networks Vulnerability: A Comprehensive Analytical Approach with Controllability Consideration

Ding Mao , Peng Wang , Long Ni , Yi-Ping Fang
Sustainable Cities and Society, 2024, 101, ⟨10.1016/j.scs.2023.105068⟩
Journal articles hal-04363780v1

Resilience Enhancement for Multistate Interdependent Infrastructure Networks: From a Preparedness Perspective

Kai Wang , Zhaoping Xu , Yu Liu , Yiping Fang
IEEE Transactions on Reliability, 2023, 72 (1), pp.190-203. ⟨10.1109/TR.2021.3132774⟩
Journal articles hal-04138761v1

Vulnerability analysis of demand-response with renewable energy integration in smart grids to cyber attacks and online detection methods

Daogui Tang , Yi-Ping Fang , Enrico Zio
Reliability Engineering and System Safety, 2023, 235, pp.109212. ⟨10.1016/j.ress.2023.109212⟩
Journal articles hal-04103525v1
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Estimating 5G network service resilience against short timescale traffic variation

Rui Li , Bertrand Decocq , Anne Barros , Yi-Ping Fang , Zhiguo Zeng
IEEE Transactions on Network and Service Management, 2023, pp.1-1. ⟨10.1109/TNSM.2023.3269673⟩
Journal articles hal-04112527v1

An integrated resilience assessment methodology for emergency response systems based on multi-stage STAMP and dynamic Bayesian networks

Xu An , Zhiming Yin , Qi Tong , Yiping Fang , Ming Yang
Reliability Engineering and System Safety, 2023, 238, ⟨10.1016/j.ress.2023.109445⟩
Journal articles hal-04317617v1

Improving the resilience of power grids against typhoons with data-driven spatial distributionally robust optimization

Zhaoyuan Yin , Chao Fang , Haoxiang Yang , Yiping Fang , Min Xie
Risk Analysis, 2023, 43 (5), pp.979-993. ⟨10.1111/risa.13995⟩
Journal articles hal-04317603v1

Topological and functional vulnerability analysis and mitigation for single-source heating networks based on tree models

Ding Mao , Peng Wang , Yi-Ping Fang , Long Ni
Sustainable Cities and Society, 2023, 99, ⟨10.1016/j.scs.2023.104949⟩
Journal articles hal-04317614v1

A data-driven distributionally robust approach for the optimal coupling of interdependent critical infrastructures under random failures

Andrea Bellè , Adam F. Abdin , Yi-Ping Fang , Zhiguo Zeng , Anne Barros
European Journal of Operational Research, 2023, 309 (2), pp.872-889. ⟨10.1016/j.ejor.2023.01.060⟩
Journal articles hal-04317599v1

A resilience-based framework for the optimal coupling of interdependent critical infrastructures

Andrea Bellè , Adam F. Abdin , Yi-Ping Fang , Zhiguo Zeng , Anne Barros
Reliability Engineering and System Safety, 2023, 237, ⟨10.1016/j.ress.2023.109364⟩
Journal articles hal-04317615v1
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Maintenance Planning under Imperfect Monitoring: an Efficient POMDP Model Using Interpolated Value Function

Matthieu Roux , Yiping Fang , A Barros
IFAC-PapersOnLine, 2022, ⟨10.1016/j.ifacol.2022.09.012⟩
Journal articles hal-03702092v1

Resilience-oriented optimal post-disruption reconfiguration for coupled traffic-power systems

Hongping Wang , Yi-Ping Fang , Enrico Zio
Reliability Engineering and System Safety, 2022, 222, pp.108408. ⟨10.1016/j.ress.2022.108408⟩
Journal articles hal-03906860v1
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An optimization model for planning testing and control strategies to limit the spread of a pandemic -The case of COVID-19

Adam Abdin , Yi-Ping Fang , Aakil Caunhye , Douglas Alem , Anne Barros
European Journal of Operational Research, 2022, 216, pp.102765. ⟨10.1016/j.scico.2021.102765⟩
Journal articles hal-03514029v1
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Resilience Optimization of Wide-Area Control in Smart Distribution Grids

Youba NAIT BELAID , Yiping Fang , Zhiguo Zeng , Anthony Legendre , Patrick Coudray
IFAC-PapersOnLine, 2022
Journal articles hal-03829868v1
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A Markov reward process-based framework for resilience analysis of multistate energy systems under the threat of extreme events

Zhiguo Zeng , Yi-Ping Fang , Qingqing Zhai , Shijia Du
Reliability Engineering and System Safety, 2021, 209, pp.107443. ⟨10.1016/j.ress.2021.107443⟩
Journal articles hal-03464077v1

An optimization model for planning testing and control strategies to limit the spread of a pandemic – The case of COVID-19

Adam Abdin , Yi-Ping Fang , Aakil Caunhye , Douglas Alem , Anne Barros
European Journal of Operational Research, 2021, ⟨10.1016/j.ejor.2021.10.062⟩
Journal articles hal-03481105v1
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A Deep Learning Approach for Flight Delay Prediction through Time-Evolving Graphs

Kaiquan Cai , Yue Li , Yiping Fang , Yanbo Zhu
IEEE Transactions on Intelligent Transportation Systems, In press, pp.1-11. ⟨10.1109/TITS.2021.3103502⟩
Journal articles hal-03428046v1
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Resilience assessment of electrified road networks subject to charging station failures

Hongping Wang , Adam Abdin , Yi-Ping Fang , Enrico Zio
Computer-Aided Civil and Infrastructure Engineering, inPress, ⟨10.1111/mice.12736⟩
Journal articles hal-03266227v1
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Resilience Assessment and Importance Measure for Interdependent Critical Infrastructures

Xing Liu , Yiping Fang , Elisa Ferrario , Enrico Zio
ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part B: Mechanical Engineering, 2021, ⟨10.1115/1.4051196⟩
Journal articles hal-03226806v1
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Resilience Quantification of Smart Distribution Networks—A Bird’s Eye View Perspective

Youba Nait Belaid , Patrick Coudray , José Sanchez-Torres , Yiping Fang , Zhiguo Zeng
Energies, 2021, 14 (10), pp.2888. ⟨10.3390/en14102888⟩
Journal articles hal-03228495v1
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A Hierarchical Resilience Enhancement Framework for Interdependent Critical Infrastructures

Xing Liu , Yiping Fang , Enrico Zio
Reliability Engineering and System Safety, 2021, 215, pp.107868. ⟨10.1016/j.ress.2021.107868⟩
Journal articles hal-03413631v1

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

Hongping Wang , Yi-Ping Fang , Enrico Zio
IEEE Transactions on Intelligent Transportation Systems, inPress, pp.1-14. ⟨10.1109/TITS.2019.2955359⟩
Journal articles hal-02489120v1
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Vulnerability Analysis of Critical Infrastructure under Disruptions: an Application to China Railway High-Speed Acknowledgement

Chao Fang , Piao Dong , Yiping Fang , Enrico Zio
Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, inPress, ⟨10.1177/1748006X19889149⟩
Journal articles hal-02431422v1
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A modeling and optimization framework for power system design with operational flexibility and resilience against extreme weather events

Adam Abdin , Yiping Fang , Enrico Zio
Renewable and Sustainable Energy Reviews, 2019, 112, pp.706-719. ⟨10.1016/j.rser.2019.06.006⟩
Journal articles hal-02428603v1
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Resilient Critical Infrastructure Planning Under Disruptions Considering Recovery Scheduling

Yiping Fang , Chao Fang , Min Xie , Enrico Zio
IEEE Transactions on Engineering Management, In press, pp.1-15. ⟨10.1109/TEM.2019.2902916⟩
Journal articles hal-02093116v1
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An Optimization-Based Framework for the Identification of Vulnerabilities in Electric Power Grids Exposed to Natural Hazards

Yiping Fang , Giovanni Sansavini , Enrico Zio
Risk Analysis, 2019, ⟨10.1111/risa.13287⟩
Journal articles hal-02093088v1
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An adaptive robust framework for the optimization of the resilience of interdependent infrastructures under natural hazards

Yiping Fang , Enrico Zio
European Journal of Operational Research, 2019, 276 (3), pp.1119-1136. ⟨10.1016/j.ejor.2019.01.052⟩
Journal articles hal-02093096v1

Resilience of Smart Power Grids to False Pricing Attacks in the Social Network

Daogui Tang , Yi-Ping Fang , Enrico Zio , José Emmanuel Ramirez-Marquez
IEEE Access, 2019, 7, pp.80491-80505. ⟨10.1109/ACCESS.2019.2923578⟩
Journal articles hal-02431391v1
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Optimum Post-Disruption Restoration under Uncertainty for Enhancing Critical Infrastructure Resilience

Yiping Fang , Giovanni Sansavini
Reliability Engineering and System Safety, 2018, ⟨10.1016/j.ress.2018.12.002⟩
Journal articles hal-01957113v1
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Resilience-Based Component Importance Measures for Critical Infrastructure Network Systems

Yi-Ping Fang , Nicola Pedroni , Enrico Zio
IEEE Transactions on Reliability, 2016, 65 (2), pp.502-512. ⟨10.1109/TR.2016.2521761⟩
Journal articles hal-01436576v2
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Optimization of Cascade-Resilient Electrical Infrastructures and its Validation by Power Flow Modelling

Yiping Fang , Nicola Pedroni , Enrico Zio
Risk Analysis, 2015, 35 (4), pp.594-607. ⟨10.1111/risa.12396⟩
Journal articles hal-01176349v1
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Comparing Network-Centric and Power Flow Models for the Optimal Allocation of Link Capacities in a Cascade-Resilient Power Transmission Network

Yi-Ping Fang , Nicola Pedroni , Enrico Zio
IEEE Systems Journal, 2014, PP (99), pp.1 - 12. ⟨10.1109/JSYST.2014.2352152⟩
Journal articles hal-01108169v1
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Hierarchical Modeling by Recursive Unsupervised Spectral Clustering and Network Extended Importance Measures to Analyze the Reliability Characteristics of Complex Network Systems

Yi-Ping Fang , Enrico Zio
American Journal of Operations Research, 2013, 3 (1A), pp.101-112. ⟨10.4236/ajor.2013.31A010⟩
Journal articles hal-00838320v1
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Unsupervised spectral clustering for hierarchical modelling and criticality analysis of complex networks

Yi-Ping Fang , Enrico Zio
Reliability Engineering and System Safety, 2013, 116, pp.64-74. ⟨10.1016/j.ress.2013.02.021⟩
Journal articles hal-00838315v1
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Reliability Challenges of 5G and Beyond Networks Applications in High-Speed Trains

Rui Li , Bertrand Decocq , Yiping Fang , Zhiguo Zeng , Anne Barros
33rd 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⟩
Conference papers hal-04313073v1

Condition-Based Maintenance Optimization Under Large Action Space with Deep Reinforcement Learning Method

Peng Bi , Yi-Ping Fang , Matthieu Roux , Anne Barros
6th International Conference on Optimization and Learning, OLA 2023, 2023, Malaga, France. pp.161-172, ⟨10.1007/978-3-031-34020-8_12⟩
Conference papers hal-04317702v1
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A hybrid approach to solve the maintenance problem of an offshore wind farm formulated as a large-scale POMDP

Matthieu Roux , Yiping Fang , Anne Barros
24ème congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, Feb 2023, Rennes, France
Conference papers hal-04013826v1
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High-mobility 5G communication service: availability and reliability analysis

Rui Li , Bertrand Decocq , Anne Barros , Yiping Fang , Zhiguo Zeng
2023 7th International Conference on System Reliability and Safety (ICSRS), Nov 2023, Bologna (ITALY), Italy
Conference papers hal-04313077v1

Interdependency-Aware Resource Allocation for High Availability of 5G-enabled Critical Infrastructures Services

Khaled Sayad , Anne Barros , Yiping Fang , Zhiguo Zeng , Benoît Lemoine
32nd European Safety and Reliability Conference, ESREL 2022, Aug 2022, Dublin, Ireland. ⟨10.3850/978-981-18-5183-4_S28-03-640-cd⟩
Conference papers hal-03896649v1

Resilience Optimization of Wide-Area Control in Smart Distribution Grids

Youba Nait Belaid , Yi-Ping Fang , Zhiguo Zeng , Anthony Legendre , Patrick Coudray
18th IFAC Workshop on Control Applications of Optimization, CAO 2022, 2022, Gif sur Yvette, France. pp.136-141, ⟨10.1016/j.ifacol.2022.09.013⟩
Conference papers hal-04317743v1
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Enhanced Power and Communication Modeling in Cyber-Physical Distribution Grids for Resilience-based Optimization

Youba Nait Belaid , Anne Barros , Yi-Ping Fang , Zhiguo Zeng , Patrick Coudray
32nd European Safety and Reliability Conference, ESREL 2022, Aug 2022, Dublin (Ireland), Ireland. pp.289-295
Conference papers hal-03898749v1
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Modélisation d'un réseau 5G par des réseaux de Pétri pour estimer sa résilience

Rui Li , Bertrand Decocq , Anne Barros , Yiping Fang , Zhiguo Zeng
AlgoTel 2022 - 24èmes Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications, May 2022, Saint-Rémy-Lès-Chevreuse, France
Conference papers hal-03656125v1
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Impact of imperfect monitoring on the optimal condition-based maintenance policy of a single-item system

Matthieu Roux , Yiping Fang , Anne Barros
32nd 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⟩
Conference papers hal-03762550v1
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Petri Net-Based Model for 5G and Beyond Networks Resilience Evaluation

Rui Li , Bertr Decocq , Anne Barros , Yiping Fang , Zhiguo Zeng
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⟩
Conference papers hal-03648310v1

A distributionally robust approach for the optimal protection of power networks with endogenous uncertainty

Andrea Bellè , Yi-Ping Fang , Zhiguo Zeng , Anne Barros
18th IFAC Workshop on Control Applications of Optimization, CAO 2022, 2022, Gif sur Yvette, France. pp.122-127, ⟨10.1016/j.ifacol.2022.09.011⟩
Conference papers hal-04317745v1
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Maintenance planning under imperfect monitoring: two POMDP approaches to quantify the value of information

Matthieu Roux , Anne Barros , Yiping Fang
23ème congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, INSA Lyon, Feb 2022, Villeurbanne - Lyon, France
Conference papers hal-03595322v1

Dynamic Orchestration of Communication Resources Deployment for Resilient Coordination in Critical Infrastructures Network

Khaled Sayad , Benoît Lemoine , Anne Barros , Yi-Ping Fang , Zhiguo Zeng
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⟩
Conference papers hal-03463486v1
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Complexity in 5G Network Applications and use cases

Rui Li , Bertrand Decocq , Anne Barros , Yiping Fang , Zhiguo Zeng
31st European Safety and Reliability Conference, ESREL 2021, Sep 2021, Angers, France. pp.3054-3061, ⟨10.3850/978-981-18-2016-8_211-cd⟩
Conference papers hal-03363854v2
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A Moment-based Distributionally Robust Optimization Model for Air Traffic Flow Management

Bin Hao , Kaiquan Cai , Yiping Fang , Abdelghani Fadil , Daozhong Feng
2021 IEEE/AIAA 40th Digital Avionics Systems Conference (DASC), Oct 2021, San Antonio, United States. pp.1-7, ⟨10.1109/DASC52595.2021.9594502⟩
Conference papers hal-03441646v1

Assessing the resilience of an electrified transportation network considering failures of charging stations

Hongping Wang , Yi-Ping Fang , Adam Abdin , Enrico Zio
30th European Safety and Reliability Conference, ESREL 2020 and 15th Probabilistic Safety Assessment and Management Conference, PSAM 2020, 2020, Venice, Virtual, France. pp.3742-3749
Conference papers hal-04317741v1
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Resilience Management of Infrastructure Systems from a Multistage Decision Making Perspective

Yiping Fang , Enrico Zio
29th European Safety and Reliability Conference (ESREL2019), Sep 2019, Hannover, Germany. ⟨10.3850/978-981-11-2724-3⟩
Conference papers hal-02303639v1

A zero-sum Markov defender-attacker game for modeling false pricing in smart grids and its solution by multi-agent reinforcement learning

Daogui Tang , Yi-Ping Fang , Enrico Zio
29th European Safety and Reliability Conference, ESREL 2019, 2019, Hannover, Germany. pp.3285-3291, ⟨10.3850/978-981-11-2724-30743-cd⟩
Conference papers hal-04317737v1
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An improved cell transmission model of traffic considering electric vehicles and charging stations

Hongping Wang , Yiping Fang , Enrico Zio
2019 IEEE Milan PowerTech, Jun 2019, Milan, France. pp.1-5, ⟨10.1109/PTC.2019.8810629⟩
Conference papers hal-02307336v1
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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 learning

Daogui Tang , Yiping Fang , Enrico Zio
29th European Safety and Reliability Conference (ESREL2019), Sep 2019, Hannover, Germany. ⟨10.3850/978-981-11-2724-3-0743-cd⟩
Conference papers hal-02303650v1

Resilience Analysis of Multistate Systems Based on Markov Reward Processes

Shijia Du , Zhiguo Zeng , Yi-Ping Fang , Qingqing Zhai
4th International Conference on System Reliability and Safety, ICSRS 2019, Nov 2019, unknown, France. pp.436-440, ⟨10.1109/ICSRS48664.2019.8987621⟩
Conference papers hal-04322267v1

Risk Assessment of Electrical Power Systems Considering Traffic Congestion

Hongping Wang , Yiping Fang , Enrico Zio
2018 3rd International Conference on System Reliability and Safety (ICSRS), Nov 2018, Barcelona, France. pp.386-389
Conference papers hal-02156510v1

Analysis of the Vulnerability of Smart Grids to Social Network-Based Attacks

Daogui Tang , Yiping Fang , Enrico Zio , José Emmanuel Ramirez-Marquez
2018 3rd International Conference on System Reliability and Safety (ICSRS), Nov 2018, Barcelona, France. pp.130-134
Conference papers hal-02156515v1

Power System Design for Resilience and Flexibility Against Extreme Weather Events

Adam Abdin , Yiping Fang , Enrico Zio
2018 3rd International Conference on System Reliability and Safety (ICSRS), Nov 2018, Barcelona, France. pp.321-327
Conference papers hal-02156513v1

Optimizing the Resilience of Interdependent Infrastructure Systems against Intentional Attacks

Yiping Fang , Enrico Zio
ICSRS2017, Dec 2017, milan, Italy
Conference papers hal-01787909v1
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Optimal Capacity Allocation for a Failure Resilient Electrical Infrastructure

Yi-Ping Fang , Nicola Pedroni , Enrico Zio
DSM 2014, Jul 2014, Châtenay-Malabry, France. pp.197 - 207, ⟨10.3139/9781569904923.020⟩
Conference papers hal-01108228v1
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Comparing Topological and Physical Approaches to Network Modeling for the Optimization of Failure-Resilient Electrical Infrastructures

Yi-Ping Fang , Nicola Pedroni , Enrico Zio
ICVRAM & ISUMA 2014, Jul 2014, Liverpool, United Kingdom. pp.725 - 735, ⟨10.1061/9780784413609.074⟩
Conference papers hal-01108227v1
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Optimal Production Facility Allocation for Failure Resilient Critical Infrastructures

Yi-Ping Fang , Enrico Zio
ESREL 2013, Sep 2013, Amsterdam, Netherlands. pp.1-8
Conference papers hal-00838640v1
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Game-Theoretic Decision Making for the Resilience of Interdependent Infrastructures Exposed to Disruptions

Yiping Fang , Enrico Zio
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⟩
Book sections hal-01967981v1