Nombre de documents

13

Elizaveta Kuznetsova, PhD


Short bio

  • 2014 - : Post Doctoral Fellow at École Centrale Paris and PS2E Research Institute
  • 2010 - 2014: PhD Candidate on “MICROGRID AGENT-BASED MODELLING AND OPTIMIZATION UNDER UNCERTAINTY” Performed within the Chair on Systems Science and the Energetic Challenge, European Foundation for New Energy - Électricité de France (EDF) at École Centrale Paris and Supélec, FRANCE, under supervision of Pr. Enrico Zio
  • 2007 - 2009: M.S. in Hydraulics and Fluid Mechanics, specialized in Energy, ENSEEIHT (École Nationale Supérieure d'Électronique, d'Électrotechnique, d'Informatique, d'Hydraulique et des Télécommunications) of Toulouse, FRANCE
  • 2001 - 2007: B.S. and M.S. in Mechanics, Department of Robotics and Automation, Moscow Technical State University Bauman, RUSSIA

Research Interests

  • Agent-based modelling
  • Optimization
  • Monte-Carlo simulation
  • Uncertainty analysis
  • Multi-criteria machine learning and decision-making
  • Reliability analysis
  • Energy components and systems


Article dans une revue5 documents

  • Elizaveta Kuznetsova, Rim Louhichi, Enrico Zio, Romain Farel. Input-output Inoperability Model for the risk analysis of eco-industrial parks. Journal of Cleaner Production, Elsevier, 2017. 〈hal-01582267〉
  • E. Kuznetsova, Enrico Zio, R Farel. A methodological framework for Eco-Industrial Park design and optimization. Journal of Cleaner Production, Elsevier, 2016, 126, 〈10.1016/j.jclepro.2016.03.025〉. 〈hal-01338162〉
  • 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〉
  • 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〉

Communication dans un congrès6 documents

  • Elizaveta Kuznetsova, Tsan Sheng Ng, Michel-Alexandre Cardin, Zhou He. A Stochastic Programming Approach for the Design of Multi-Storey Recycling Facility. IISE (Institute of Industrial and Systems Engineers) Annual Conference , May 2017, Pittsburgh, PA, United States. 〈http://www.iise.org/Annual/〉. 〈hal-01530930〉
  • Mingzhen Diao, Michel-Alexandre Cardin, Sizhe Zhang, Elizaveta Kuznetsova. Development of a Waste-to-Energy Decision Support System (WTEDSS). IISE Annual Conference - Institute of Industrial and Systems Engineers, May 2017, Pittsburgh, United States. 〈hal-01530931〉
  • E. Kuznetsova, Enrico Zio. Development of a Case Study for Eco-Industrial Park Deployment under Uncertainty. Podofillini, Luca Sudret, Bruno Stojadinovic, Božidar Zio, Enrico Wolfgang, Kröger. ESREL 2015, Sep 2015, Zurich, Switzerland. Safety and Reliability of Complex Engineered Systems, 2015, Safety and Reliability of Complex Engineered Systems. 〈10.1016/j.egypro.2013.07.028〉. 〈hal-01232232〉
  • 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〉
  • E. Kuznetsova, Keith Culver, Enrico Zio. Complexity and vulnerability of Smartgrid systems. ESREL 2011, Sep 2011, Troyes, France. pp.2474 - 2482, 2011, 〈10.1201/b11433-352〉. 〈hal-00712932〉
  • 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〉

Poster1 document

  • Rim Louhichi, Elizaveta Kuznetsova, Enrico Zio, Romain Farel. Resilience of Eco-Industrial Parks: analysis and solutions for improvements. Optimization for Energy Efficiency in Industry, Oct 2015, Paris, France. 〈hal-01232377〉

Thèse1 document

  • Elizaveta Kuznetsova. Microgrid agent-based modelling and optimization under uncertainty. Electric power. Université de Versailles Saint-Quentin-en-Yvelines, 2014. English. 〈tel-01109990〉