Nombre de documents

46

Yan-Fu Li, Professeur


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.


Article dans une revue26 documents

  • Jie Li, Yan-Fu Li, Enrico Zio. A SVM framework for fault detection of the braking system in a high speed train. Mechanical Systems and Signal Processing, Elsevier, 2017, 87, pp.401 - 409. 〈10.1016/j.ymssp.2016.10.034〉. 〈hal-01408781〉
  • Niccolò Bolli, Yan-Fu Li, S Sathiaseelan, Keiran Raine, Wendy Jones, et al.. A DNA target-enrichment approach to detect mutations, copy number changes and immunoglobulin translocations in multiple myeloma. Blood Cancer Journal, Nature Publishing Group, 2016, 6 ((9)), pp.e467. 〈10.1038/bcj.2016.72〉. 〈inserm-01382540〉
  • Yan-Fu Li, B Marty, S Shcheka, L Zimmermann, H Keppler. Nitrogen isotope fractionation during terrestrial core-mantle separation. GEOCHEMICAL PERSPECTIVES, 2016, 2, 〈10.7185/geochemlet.1614〉. 〈hal-01346007〉
  • Yan-Hui Lin, Yan-Fu Li, Enrico Zio. Component Importance Measures for Components With Multiple Dependent Competing Degradation Processes and Subject to Maintenance. IEEE Transactions on Reliability, Institute of Electrical and Electronics Engineers, 2016, 65 (2), pp.547-557. 〈10.1109/TR.2015.2500684〉. 〈hal-01342098〉
  • D Garnier, J.-R Jim Enez, Yan-Fu Li, J Von Bardeleben, Y Journaux, et al.. 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. Chemical Science , The Royal Society of Chemistry, 2016, 7, pp.4825-4831. 〈10.1039/c6sc01435f〉. 〈hal-01333034〉
  • Yan-Fu Li, Rui Peng. Service reliability modeling of distributed computing systems with virus epidemics. Applied Mathematical Modelling, Elsevier, 2015, 〈10.1016/j.apm.2015.01.036〉. 〈hal-01340343〉
  • Jianglin Huang, Yan-Fu Li, Min Xie. A Systematic Analysis of Data Preprocessing for Machine Learning- based Software Cost Estimation. Information and Software Technology, Elsevier, 2015. 〈hal-01340341〉
  • Yan-Hui Lin, Yan-Fu Li, Enrico Zio. Fuzzy Reliability Assessment of Systems with Multiple Dependent Competing Degradation Processes. IEEE Transactions on Fuzzy Systems, Institute of Electrical and Electronics Engineers, 2015, 23 (5), pp.1428-1438. 〈10.1109/TFUZZ.2014.2362145〉. 〈hal-01090162〉
  • Yan-Fu Li, S Valla, E Zio. Reliability assessment of generic geared wind turbines by GTST-MLD model and Monte Carlo simulation. Renewable Energy, Elsevier, 2015, 〈10.1016/j.renene.2015.04.035〉. 〈hal-01258179〉
  • R. Rocchetta, Yanfu Li, Enrico Zio. Risk assessment and risk-cost optimization of distributed power generation systems considering extreme weather conditions. Reliability Engineering and System Safety, Elsevier, 2015, 136, pp.47-61. 〈10.1016/j.ress.2014.11.013〉. 〈hal-01109499〉
  • Yan-Fu Li, S. Valla, Enrico Zio. Reliability assessment of generic geared wind turbines by GTST-MLD model and Monte Carlo simulation. Renewable Energy, Elsevier, 2015, 83, pp.222-233. 〈10.1016/j.renene.2015.04.035〉. 〈hal-01176996〉
  • Yan-Hui Lin, Yan-Fu Li, Enrico Zio. Integrating Random Shocks Into Multi-State Physics Models of Degradation Processes for Component Reliability Assessment. IEEE Transactions on Reliability, Institute of Electrical and Electronics Engineers, 2015, pp.28. 〈10.1109/TR.2014.2354874〉. 〈hal-01090176〉
  • Elizaveta Kuznetsova, Carlos Ruiz, Yan-Fu Li, Enrico Zio. Analysis of robust optimization for decentralized microgrid energy management under uncertainty. International Journal of Electrical Power and Energy Systems, Elsevier, 2015, 64, pp.815 - 832. 〈10.1016/j.ijepes.2014.07.064〉. 〈hal-01104438〉
  • E. Kuznetsova, Yan-Fu Li, Carlos Ruiz, Enrico Zio. An integrated framework of agent-based modelling and robust optimization for microgrid energy management. Applied Energy, Elsevier, 2014, 129, pp.70 - 88. 〈10.1016/j.apenergy.2014.04.024〉. 〈hal-00994200〉
  • Rodrigo Mena, Martin Hennebel, Yan-Fu Li, Enrico Zio. Self-adaptable hierarchical clustering analysis and differential evolution for optimal integration of renewable distributed generation. Applied Energy, Elsevier, 2014, 133, pp.388-402. 〈10.1016/j.apenergy.2014.07.086〉. 〈hal-01090342〉
  • Rodrigo Mena, Martin Hennebel, Yan-Fu Li, Carlos Ruiz, Enrico Zio. A risk-based simulation and multi-objective optimization framework for the integration of distributed renewable generation and storage. Renewable and Sustainable Energy Reviews, Elsevier, 2014, 37, pp.778 - 793. 〈10.1016/j.rser.2014.05.046〉. 〈hal-01090336〉
  • Yan-Fu Li, Y. Ding, Enrico Zio. Random Fuzzy Extension of the Universal Generating Function Approach for the Reliability Assessment of Multi-State Systems Under Aleatory and Epistemic Uncertainties. IEEE Transactions on Reliability, Institute of Electrical and Electronics Engineers, 2014, 63 (1), pp.13 - 25. 〈10.1109/TR.2014.2299031〉. 〈hal-00873976〉
  • Zhou Yang, Xun-Xia Chen, Yan-Fu Li, Enrico Zio, Rui Kang. Smart Electricity Meter Reliability Prediction based on Accelerated Degradation Testing and Modeling. International Journal of Electrical Power and Energy Systems, Elsevier, 2014, 56, pp.209-219. 〈10.1016/j.ijepes.2013.11.023〉. 〈hal-00903990〉
  • Elizaveta Kuznetsova, Yan-Fu Li, Carlos Ruiz, Enrico Zio, Keith Bell, et al.. Reinforcement learning for microgrid energy management. Energy, Elsevier, 2013, accepted for publication. 〈hal-00828024〉
  • Yan-Fu Li, Nicola Pedroni, Enrico Zio. A Memetic Evolutionary Multi-Objective Optimization Method for Environmental Power Unit Commitment. IEEE Transactions on Power Systems, Institute of Electrical and Electronics Engineers, 2013, pp.1-10. 〈hal-00777057〉
  • Yan-Fu Li, Giovanni Sansavini, Enrico Zio. Non-Dominated Sorting Binary Differential Evolution for the Multi-Objective Optimization of Cascading Failures Protection in Complex Networks. Reliability Engineering and System Safety, Elsevier, 2013, 111, pp.195-205. 〈10.1016/j.ress.2012.11.002〉. 〈hal-00750045〉
  • Ronay Ak, Yan-Fu Li, Valeria Vitelli, Enrico Zio. NSGA-II-trained neural network approach to the estimation of prediction intervals of scale deposition rate in oil & gas equipment. Expert Systems with Applications, Elsevier, 2013, 40 (4), pp.1205-1212. 〈10.1016/j.eswa.2012.08.018〉. 〈hal-00734441〉
  • Y. Ding, Enrico Zio, Yan-Fu Li, Lin Cheng, Qiu-Wei Wu. Definition of Multi-State Weighted k-out-of-n: F System. International Journal of Performability Engineering, 2012, 8 (2), pp.217-219. 〈hal-00704898〉
  • Yan-Fu Li, Enrico Zio. Uncertainty Analysis of the Adequacy Assessment Model of a Distributed Generation System. Renewable Energy, Elsevier, 2012, 41, pp.235-244. 〈10.1016/j.renene.2011.10.025〉. 〈hal-00644305〉
  • Yan-Fu Li, Enrico Zio. A multi-state model for the reliability assessment of a distributed generation system via universal generating function. Reliability Engineering and System Safety, Elsevier, 2012, 106, pp.28-36. 〈10.1016/j.ress.2012.04.008〉. 〈hal-00704877〉
  • Yan-Fu Li, Enrico Zio, Yan-Hui Lin. A Multi-state Physics Model of Component Degradation based on Stochastic Petri Nets and Simulation. IEEE Transactions on Reliability, Institute of Electrical and Electronics Engineers, 2012, 61 (4), pp.921-931. 〈hal-00737618〉

Communication dans un congrès18 documents

  • Hana Baili, Yan-Fu Li. Online Reliability Prediction of Energy Systems with Wind Generation. IEEE 59th International Midwest Symposium on Circuits and Systems, Oct 2016, Abu Dhabi, United Arab Emirates. 〈hal-01375954〉
  • Mu-Xia Sun, Yan-Fu Li, Enrico Zio. A Novel Genetic Algorithm Developed on a Reduced Search Space for Optimal Redundancy Allocation in Multi-State Series-Parallel Systems. ESREl 2015, Sep 2015, Zurich, Switzerland. 〈hal-01238994〉
  • Yan-Hui Lin, Yanfu Li, Enrico Zio. Dynamic Reliability Models for Multiple Dependent Competing Degradation Processes. ESREL 2014, Sep 2014, Wrocław, Poland. Proceedings of the 24th European Safety and Reliability Conference, pp.775-782, 2015. 〈hal-01090198〉
  • Yan-Hui Lin, Yanfu Li, Enrico Zio. MODELING MULTIPLE DEPENDENT COMPETING DEGRADATIONS UNDER EPISTEMIC UNCERTAINTY VIA PDMP. Lambda-Mu 19, Oct 2014, Dijion, France. Actes du Congrès Lambda Mu 19. 〈hal-01090194〉
  • Yan-Fu Li, Enrico Zio. A Quantum-Inspired Evolutionary Approach for non- Homogeneous Redundancy Allocation in Series- Parallel Multi-State Systems. ICRMS 2014, Aug 2014, Guang Zhou, China. Proceeding of ICRMS 2014. 〈hal-01108136〉
  • Huilong Zhang, Yanfu Li. Multi-Objective Design and Maintenance Optimization of the Heated Hold-Up Tank. Lambda Mu 19, Oct 2014, Dijon, France. 2014. 〈hal-01109401〉
  • Ronay Ak, Yan-Fu Li, Valeria Vitelli, Enrico Zio. A Genetic Algorithm and Neural Network Technique for Predicting Wind Power under Uncertainty. Prognostics and System Health Management Conference PHM-2013, Sep 2013, Milan, Italy. pp.1-6, 2013. 〈hal-00752919〉
  • Yan-Hui Lin, Yanfu Li, Enrico Zio. Multi-State Physics Model for the Reliability Assessment of a Component under Degradation Processes and Random Shocks. ESREL 2013, Sep 2013, Amsterdam, Netherlands. pp.1-7, 2013. 〈hal-00838745〉
  • Yan-Fu Li, Y. Ding, Enrico Zio. Hybrid Universal Generating Function for the Reliability Assessment of Multi-State Systems under Aleatory and Epistemic Uncertainties. ESREL 2013, Sep 2013, Amsterdam, Netherlands. pp.1-8, 2013. 〈hal-00911991〉
  • Rodrigo Mena, Yan-Fu Li, Martin Hennebel, Carlos Ruiz, Enrico Zio. Optimal sizing and allocation of distributed generation for reliable energy distribution accounting for uncertainty. ESREL 2013, Sep 2013, Amsterdam, Netherlands. pp.1-8, 2013. 〈hal-00839908〉
  • E. Kuznetsova, C. Ruiz, Yanfu Li, Enrico Zio. Reliable microgrid energy management under environmental uncertainty and mechanical failures: an agent-based modelling and robust optimization approach. ESREL 2013, Sep 2013, Amsterdam, Netherlands. accepted for publication, 2013. 〈hal-00846876〉
  • Ronay Ak, Yan-Fu Li, Enrico Zio. Estimation of Prediction Intervals of Neural Network Models by a Multi-objective Genetic Algorithm. FLINS 2012, Aug 2012, Istanbul, Turkey. pp.1-6, 2012. 〈hal-00704887〉
  • Ronay Ak, Yan-Fu Li, Valeria Vitelli, Enrico Zio. Estimation of wind speed prediction intervals by multi-objective genetic algorithms and neural networks. 46th Scientific Meeting of the Italian Statistical Society, Jun 2012, Rome, Italy. pp.1-4, 2012. 〈hal-00703735〉
  • Yan-Fu Li, Yan-Hui Lin, Enrico Zio. Stochastic Modeling by Inhomogeneous Continuous Time Markov Chains. EURO Workshop on Stochastic Modelling, May 2012, France. 〈hal-00737094〉
  • Yan-Fu Li, Enrico Zio, Giovanni Sansavini, L. R. Golea. A Multi-Objective Memetic Optimization Method for Power Network Cascading Failures Protection. PSAM11 & ESREL 2012, Jun 2012, Finland. pp.1-10, 2012. 〈hal-00737086〉
  • Yan-Fu Li, Enrico Zio, Yan-Hui Lin, Mithlesh Kumar. Petri-Net Simulation Model of a Nuclear Component Degradation Process. PSAM11 & ESREL 2012, Jun 2012, Finland. pp.1-10, 2012. 〈hal-00737081〉
  • Yan-Fu Li, Enrico Zio, Yan-Hui Lin, Antoine Despujols. UN CADRE DE SIMULATION MULTI-ETATS POUR MODÉLISER DE LA DÉGRADATION DES COMPOSANTS DE PRODUCTION D'ÉNERGIE. LAMBDA MU 18, Oct 2012, France. pp.1-8, 2012. 〈hal-00744002〉
  • E. Kuznetsova, Yanfu Li, C. Keith, Enrico Zio. A simulation model for adequacy assessment of distributed generation. CSDM 2011, Dec 2011, Paris, France. pp.1-12, 2011. 〈hal-00658054〉

Pré-publication, Document de travail2 documents

  • Ronay Ak, Yan-Fu Li, Valeria Vitelli, Enrico Zio. Multi-objective Genetic Algorithm Optimization of a Neural Network for Estimating Wind Speed Prediction Intervals. 2013. 〈hal-00864850〉
  • Ronay Ak, Yan-Fu Li, Valeria Vitelli, Enrico Zio. Adequacy Assessment of a Wind-Integrated System Using Neural Network-based Interval Predictions of Wind Power Generation and Load. 2013. 〈hal-00864843〉