Yanfu Li

57
Documents

Présentation

Short bio

  • 2016—present Professor, Laboratory of Industrial Engineering, CentraleSupelec, France
  • 2011—2015 Assistant Professor, Laboratory of Industrial Engineering, CentraleSupelec, France
  • 2011—present Co-director Chair Systems Science & Energy Challenge, CentraleSupelec, France
  • 2009—2010 Post-doc research associate, University of Tennessee, USA
  • 2005—2009 PhD, Industrial & Systems Engineering, National University of Singapore, Singapore
  • 2001—2005 Bachelor of Engineering, Software Engineering, Wuhan University, China

Research Interests

My primary research interests include reliability modeling and optimization, uncertainty and risk analysis, renewable energy system and software systems. I am author of more than 30 journal publications. My publications appears on the top journals such as IEEE Transactions on Power Systems, IEEE Transactions on Software Engineering, IEEE Transactions on Fuzzy Systems, IEEE Transactions on Reliability, etc. I am a senior member of IEEE and a member of INFORMS and SRA.

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Publications

Optimal inspection and maintenance for a repairable k-out-of-n: G warm standby system

Hui Wu , Yan-Fu Li , Christophe Bérenguer

Reliability Engineering and System Safety, 2020, 193 (January), pp.106669. ⟨10.1016/j.ress.2019.106669⟩

Article dans une revue hal-02304685v1
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A comparison between Monte Carlo simulation and finite-volume scheme for reliability assessment of multi-state physics systems

Yan-Hui Lin , Yan-Fu Li , Enrico Zio

Reliability Engineering and System Safety, 2018, 174, pp.1 - 11. ⟨10.1016/j.ress.2018.01.008⟩

Article dans une revue hal-01786573v1

Adequacy assessment of a wind-integrated system using neural network-based interval predictions of wind power generation and load

Ronay Ak , Yan-Fu Li , Valeria Vitelli , Enrico Zio

International Journal of Electrical Power & Energy Systems, 2018, 95, pp.213 - 226. ⟨10.1016/j.ijepes.2017.08.012⟩

Article dans une revue hal-01786550v1

A Framework for Modeling and Optimizing Maintenance in Systems Considering Epistemic Uncertainty and Degradation Dependence Based on PDMPs

Yan-Hui Li , Yan-Fu Li , Enrico Zio

IEEE Transactions on Industrial Informatics, 2018, 14 (1), pp.210 - 220. ⟨10.1109/TII.2017.2743820⟩

Article dans une revue hal-01786574v1
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Definitions of generalized multi-performance weighted multi-state K¯ -out-of- n system and its reliability evaluations

Emil Mahler Larsen , Yi Ding , Yan-Fu Li , Enrico Zio

Reliability Engineering and System Safety, 2017, ⟨10.1016/j.ress.2017.06.009⟩

Article dans une revue hal-01786936v1

On the optimal redundancy allocation for multi-state series–parallel systems under epistemic uncertainty

Mu-Xia Sun , Yan-Fu Li , Enrico Zio

Reliability Engineering and System Safety, 2017, ⟨10.1016/j.ress.2017.11.025⟩

Article dans une revue istex hal-01767229v1
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Risk assessment of power transmission network failures in a uniform pricing electricity market environment

Adam Abdin , Yan-Fu Li , Enrico Zio

Energy, 2017, 138, pp.1042 - 1055. ⟨10.1016/j.energy.2017.07.115⟩

Article dans une revue hal-01786591v1
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A SVM framework for fault detection of the braking system in a high speed train

Jie Liu , Yan-Fu Li , Enrico Zio

Mechanical Systems and Signal Processing, 2017, 87, pp.401 - 409. ⟨10.1016/j.ymssp.2016.10.034⟩

Article dans une revue hal-01408781v1
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K⊂{[Fe II (Tp)(CN) 3 ] 4 [Co III ( pz Tp)] 3 [Co II ( pz Tp)]}: a neutral soluble model complex of photomagnetic Prussian blue analogues

D Garnier , J.-R Jim Enez , Yan-Fu Li , J von Bardeleben , Y Journaux et al.

Chemical Science, 2016, 7, pp.4825-4831. ⟨10.1039/c6sc01435f⟩

Article dans une revue hal-01333034v1

A multi-objective optimization framework for risk-controlled integration of renewable generation into electric power systems

Rodrigo Mena , Martin Hennebel , Yan-Fu Li , Enrico Zio

Energy, 2016, 106, pp.712 - 727. ⟨10.1016/j.energy.2016.03.056⟩

Article dans une revue istex hal-01787001v1
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A DNA target-enrichment approach to detect mutations, copy number changes and immunoglobulin translocations in multiple myeloma

Niccolò Bolli , Yan-Fu Li , S Sathiaseelan , Keiran Martin Raine , Wendy D Jones et al.

Blood Cancer Journal, 2016, 6 ((9)), pp.e467. ⟨10.1038/bcj.2016.72⟩

Article dans une revue inserm-01382540v1
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Nitrogen isotope fractionation during terrestrial core-mantle separation

Yan-Fu Li , B Marty , S Shcheka , L Zimmermann , H Keppler

Geochemical Perspectives Letters, 2016, 2, pp.138-147. ⟨10.7185/geochemlet.1614⟩

Article dans une revue hal-01346007v1
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Reliability Assessment of Systems Subject to Dependent Degradation Processes and Random Shocks

Yan-Hui Lin , Yan-Fu Li , Enrico Zio

IIE Transactions, 2016, ⟨10.1080/0740817X.2016.1190481⟩

Article dans une revue hal-01342101v1
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Component Importance Measures for Components With Multiple Dependent Competing Degradation Processes and Subject to Maintenance

Yan-Hui Lin , Yan-Fu Li , Enrico Zio

IEEE Transactions on Reliability, 2016, 65 (2), pp.547-557. ⟨10.1109/TR.2015.2500684⟩

Article dans une revue hal-01342098v1

A system-of-systems framework for the reliability analysis of distributed generation systems accounting for the impact of degraded communication networks

Hua-Dong Mo , Yan-Fu Li , Enrico Zio

Applied Energy, 2016, 183, pp.805 - 822. ⟨10.1016/j.apenergy.2016.09.041⟩

Article dans une revue istex hal-01787002v1
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A Systematic Analysis of Data Preprocessing for Machine Learning- based Software Cost Estimation

Jianglin Huang , Yan-Fu Li , Min Xie

Information and Software Technology, 2015, 67, pp.108-127. ⟨10.1016/j.infsof.2015.07.004⟩

Article dans une revue hal-01340341v1
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Reliability assessment of generic geared wind turbines by GTST-MLD model and Monte Carlo simulation

Yan-Fu Li , S. Valla , Enrico Zio

Renewable Energy, 2015, 83, pp.222-233. ⟨10.1016/j.renene.2015.04.035⟩

Article dans une revue hal-01176996v1
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Integrating Random Shocks Into Multi-State Physics Models of Degradation Processes for Component Reliability Assessment

Yan-Hui Lin , Yan-Fu Li , Enrico Zio

IEEE Transactions on Reliability, 2015, pp.28. ⟨10.1109/TR.2014.2354874⟩

Article dans une revue hal-01090176v1
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Analysis of robust optimization for decentralized microgrid energy management under uncertainty

Elizaveta Kuznetsova , Carlos Ruiz , Yan-Fu Li , Enrico Zio

International Journal of Electrical Power & Energy Systems, 2015, 64, pp.815 - 832. ⟨10.1016/j.ijepes.2014.07.064⟩

Article dans une revue hal-01104438v1
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Risk assessment and risk-cost optimization of distributed power generation systems considering extreme weather conditions

R. Rocchetta , Yanfu Li , Enrico Zio

Reliability Engineering and System Safety, 2015, 136, pp.47-61. ⟨10.1016/j.ress.2014.11.013⟩

Article dans une revue hal-01109499v1
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Service reliability modeling of distributed computing systems with virus epidemics

Yan-Fu Li , Rui Peng

Applied Mathematical Modelling, 2015, ⟨10.1016/j.apm.2015.01.036⟩

Article dans une revue hal-01340343v1
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Fuzzy Reliability Assessment of Systems with Multiple Dependent Competing Degradation Processes

Yan-Hui Lin , Yan-Fu Li , Enrico Zio

IEEE Transactions on Fuzzy Systems, 2015, 23 (5), pp.1428-1438. ⟨10.1109/TFUZZ.2014.2362145⟩

Article dans une revue hal-01090162v1
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Smart Electricity Meter Reliability Prediction based on Accelerated Degradation Testing and Modeling

Zhou Yang , Xun-Xia Chen , Yan-Fu Li , Enrico Zio , Rui Kang

International Journal of Electrical Power & Energy Systems, 2014, 56, pp.209-219. ⟨10.1016/j.ijepes.2013.11.023⟩

Article dans une revue hal-00903990v1
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Random Fuzzy Extension of the Universal Generating Function Approach for the Reliability Assessment of Multi-State Systems Under Aleatory and Epistemic Uncertainties

Yan-Fu Li , Y. Ding , Enrico Zio

IEEE Transactions on Reliability, 2014, 63 (1), pp.13 - 25. ⟨10.1109/TR.2014.2299031⟩

Article dans une revue hal-00873976v1
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Self-adaptable hierarchical clustering analysis and differential evolution for optimal integration of renewable distributed generation

Rodrigo Mena , Martin Hennebel , Yan-Fu Li , Enrico Zio

Applied Energy, 2014, 133, pp.388-402. ⟨10.1016/j.apenergy.2014.07.086⟩

Article dans une revue hal-01090342v1

An integrated framework of agent-based modelling and robust optimization for microgrid energy management

E. Kuznetsova , Yan-Fu Li , Carlos Ruiz , Enrico Zio

Applied Energy, 2014, 129, pp.70 - 88. ⟨10.1016/j.apenergy.2014.04.024⟩

Article dans une revue istex hal-00994200v1
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A risk-based simulation and multi-objective optimization framework for the integration of distributed renewable generation and storage

Rodrigo Mena , Martin Hennebel , Yan-Fu Li , Carlos Ruiz , Enrico Zio

Renewable and Sustainable Energy Reviews, 2014, 37, pp.778 - 793. ⟨10.1016/j.rser.2014.05.046⟩

Article dans une revue hal-01090336v1
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Non-Dominated Sorting Binary Differential Evolution for the Multi-Objective Optimization of Cascading Failures Protection in Complex Networks

Yan-Fu Li , Giovanni Sansavini , Enrico Zio

Reliability Engineering and System Safety, 2013, 111, pp.195-205. ⟨10.1016/j.ress.2012.11.002⟩

Article dans une revue hal-00750045v1
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NSGA-II-trained neural network approach to the estimation of prediction intervals of scale deposition rate in oil & gas equipment

Ronay Ak , Yan-Fu Li , Valeria Vitelli , Enrico Zio

Expert Systems with Applications, 2013, 40 (4), pp.1205-1212. ⟨10.1016/j.eswa.2012.08.018⟩

Article dans une revue hal-00734441v1
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A Memetic Evolutionary Multi-Objective Optimization Method for Environmental Power Unit Commitment

Yan-Fu Li , Nicola Pedroni , Enrico Zio

IEEE Transactions on Power Systems, 2013, pp.1-10

Article dans une revue hal-00777057v1

Reinforcement learning for microgrid energy management

Elizaveta Kuznetsova , Yan-Fu Li , Carlos Ruiz , Enrico Zio , Keith Bell et al.

Energy, 2013, accepted for publication

Article dans une revue hal-00828024v1
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Uncertainty Analysis of the Adequacy Assessment Model of a Distributed Generation System

Yan-Fu Li , Enrico Zio

Renewable Energy, 2012, 41, pp.235-244. ⟨10.1016/j.renene.2011.10.025⟩

Article dans une revue hal-00644305v1
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A Multi-state Physics Model of Component Degradation based on Stochastic Petri Nets and Simulation

Yan-Fu Li , Enrico Zio , Yan-Hui Lin

IEEE Transactions on Reliability, 2012, 61 (4), pp.921-931

Article dans une revue hal-00737618v1
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A multi-state model for the reliability assessment of a distributed generation system via universal generating function

Yan-Fu Li , Enrico Zio

Reliability Engineering and System Safety, 2012, 106, pp.28-36. ⟨10.1016/j.ress.2012.04.008⟩

Article dans une revue hal-00704877v1
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Definition of Multi-State Weighted k-out-of-n: F System

Y. Ding , Enrico Zio , Yan-Fu Li , Lin Cheng , Qiu-Wei Wu

International Journal of Performability Engineering, 2012, 8 (2), pp.217-219

Article dans une revue hal-00704898v1

Online Reliability Prediction of Energy Systems with Wind Generation

Hana Baili , Yan-Fu Li

IEEE 59th International Midwest Symposium on Circuits and Systems, Oct 2016, Abu Dhabi, United Arab Emirates. ⟨10.1109/mwscas.2016.7870058⟩

Communication dans un congrès hal-01375954v1
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Dynamic Reliability Models for Multiple Dependent Competing Degradation Processes

Yan-Hui Lin , Yanfu Li , Enrico Zio

ESREL 2014, Sep 2014, Wrocław, Poland. pp.775-782

Communication dans un congrès hal-01090198v1
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A Novel Genetic Algorithm Developed on a Reduced Search Space for Optimal Redundancy Allocation in Multi-State Series-Parallel Systems

Mu-Xia Sun , Yan-Fu Li , Enrico Zio

ESREl 2015, Sep 2015, Zurich, Switzerland

Communication dans un congrès hal-01238994v1
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MODELING MULTIPLE DEPENDENT COMPETING DEGRADATIONS UNDER EPISTEMIC UNCERTAINTY VIA PDMP

Yan-Hui Lin , Yanfu Li , Enrico Zio

Lambda-Mu 19, Oct 2014, Dijion, France

Communication dans un congrès hal-01090194v1

Condition-based component replacement of the pneumatic valve with the unscented particle filter

Tao Tao , Wei Zhao , Enrico Zio , Yan-Fu Li , Jinping Sun

2014 Prognostics and System Health Management Conference (PHM-2014 Hunan), Aug 2014, Zhangiiaijie City, France. ⟨10.1109/PHM.2014.6988181⟩

Communication dans un congrès hal-01787184v1

Multi-Objective Design and Maintenance Optimization of the Heated Hold-Up Tank

Huilong Zhang , Yanfu Li

Lambda Mu 19, Oct 2014, Dijon, France

Communication dans un congrès hal-01109401v1
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A Quantum-Inspired Evolutionary Approach for non- Homogeneous Redundancy Allocation in Series- Parallel Multi-State Systems

Yan-Fu Li , Enrico Zio

ICRMS 2014, Aug 2014, Guang Zhou, China

Communication dans un congrès hal-01108136v1
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Multi-State Physics Model for the Reliability Assessment of a Component under Degradation Processes and Random Shocks

Yan-Hui Lin , Yanfu Li , Enrico Zio

ESREL 2013, Sep 2013, Amsterdam, Netherlands. pp.1-7

Communication dans un congrès hal-00838745v1
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Reliable microgrid energy management under environmental uncertainty and mechanical failures: an agent-based modelling and robust optimization approach

E. Kuznetsova , C. Ruiz , Yanfu Li , Enrico Zio

ESREL 2013, Sep 2013, Amsterdam, Netherlands. accepted for publication

Communication dans un congrès hal-00846876v1

A Genetic Algorithm and Neural Network Technique for Predicting Wind Power under Uncertainty

Ronay Ak , Yan-Fu Li , Valeria Vitelli , Enrico Zio

Prognostics and System Health Management Conference PHM-2013, Sep 2013, Milan, Italy. pp.1-6

Communication dans un congrès hal-00752919v1
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Hybrid Universal Generating Function for the Reliability Assessment of Multi-State Systems under Aleatory and Epistemic Uncertainties

Yan-Fu Li , Y. Ding , Enrico Zio

ESREL 2013, Sep 2013, Amsterdam, Netherlands. pp.1-8

Communication dans un congrès hal-00911991v1
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Optimal sizing and allocation of distributed generation for reliable energy distribution accounting for uncertainty

Rodrigo Mena , Yan-Fu Li , Martin Hennebel , Carlos Ruiz , Enrico Zio

ESREL 2013, Sep 2013, Amsterdam, Netherlands. pp.1-8

Communication dans un congrès hal-00839908v1
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Petri-Net Simulation Model of a Nuclear Component Degradation Process

Yan-Fu Li , Enrico Zio , Yan-Hui Lin , Mithlesh Kumar

PSAM11 & ESREL 2012, Jun 2012, Finland. pp.1-10

Communication dans un congrès hal-00737081v1
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Stochastic Modeling by Inhomogeneous Continuous Time Markov Chains

Yan-Fu Li , Yan-Hui Lin , Enrico Zio

EURO Workshop on Stochastic Modelling, May 2012, France

Communication dans un congrès hal-00737094v1

Estimation of wind speed prediction intervals by multi-objective genetic algorithms and neural networks

Ronay Ak , Yan-Fu Li , Valeria Vitelli , Enrico Zio

46th Scientific Meeting of the Italian Statistical Society, Jun 2012, Rome, Italy. pp.1-4

Communication dans un congrès hal-00703735v1
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A Multi-Objective Memetic Optimization Method for Power Network Cascading Failures Protection

Yan-Fu Li , Enrico Zio , Giovanni Sansavini , L. R. Golea

PSAM11 & ESREL 2012, Jun 2012, Finland. pp.1-10

Communication dans un congrès hal-00737086v1
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UN CADRE DE SIMULATION MULTI-ETATS POUR MODÉLISER DE LA DÉGRADATION DES COMPOSANTS DE PRODUCTION D'ÉNERGIE

Yan-Fu Li , Enrico Zio , Yan-Hui Lin , Antoine Despujols

LAMBDA MU 18, Oct 2012, France. pp.1-8

Communication dans un congrès hal-00744002v1

Estimation of Prediction Intervals of Neural Network Models by a Multi-objective Genetic Algorithm

Ronay Ak , Yan-Fu Li , Enrico Zio

FLINS 2012, Aug 2012, Istanbul, Turkey. pp.1-6

Communication dans un congrès hal-00704887v1

A simulation model for adequacy assessment of distributed generation

E. Kuznetsova , Yanfu Li , C. Keith , Enrico Zio

CSDM 2011, Dec 2011, Paris, France. pp.1-12

Communication dans un congrès hal-00658054v1