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Keywords

Adequacy as-sessment Apprentissage par renforcement Agent-based model Cellular metabolism Keywords autophagy Decision support system Uncertainty Robust optimization Waste-to-energy Circular Economy Decision-making process Eco-industrial Park Complex system Reinforcement learning Complexity Autophagy Facility relocation Microgrid Combined centralized-decentralized management systems Smartgrids Approche orientée agent
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Number of documents

17

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

Journal articles8 documents

  • E. Kuznetsova, Michel-Alexandre Cardin, Mingzhen Diao, Sizhe Zhang. Integrated Decision-Support Methodology for Combined Centralized- Decentralized Waste-to-Energy Management Systems Design. Renewable and Sustainable Energy Reviews, Elsevier, 2019, 103, pp.477-500. ⟨10.1016/j.rser.2018.12.020⟩. ⟨hal-02184298⟩
  • 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, 164, pp.779-792. ⟨10.1016/j.jclepro.2017.06.250⟩. ⟨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⟩
  • A. Nosov, T. Krinitsina, E. Kuznetsova, Yu. Blinova, S. Sudareva, et al.. Structure of buffer CeO2 and LaNiO3 layers prepared by method of pulsed laser deposition on textured Ni-Cr-W substrates. Fizika Metallov i Metallovedenie / Physics of Metals and Metallography, MAIK Nauka/Interperiodica, 2013, 114 (10), pp.845-850. ⟨10.1134/S0031918X13100086⟩. ⟨hal-02266506⟩
  • Yi-Fan Xu, Fabien Letisse, Farnaz Absalan, Wenyun Lu, E. Kuznetsova, et al.. Nucleotide degradation and ribose salvage in yeast. Molecular Systems Biology, EMBO Press, 2013, 9 (1), pp.665-665. ⟨10.1038/msb.2013.21⟩. ⟨hal-02170940⟩
  • 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⟩

Conference papers6 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. ⟨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. ESREL 2015, Sep 2015, Zurich, Switzerland. ⟨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. ⟨hal-00846876⟩
  • 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. ⟨hal-00658054⟩
  • E. Kuznetsova, Keith Culver, Enrico Zio. Complexity and vulnerability of Smartgrid systems. ESREL 2011, Sep 2011, Troyes, France. pp.2474 - 2482, ⟨10.1201/b11433-352⟩. ⟨hal-00712932⟩

Poster communications2 documents

  • E. Kuznetsova, Michel-Alexandre Cardin. Waste-to-Energy Decision Support System (WTEDSS) for Sustainable Waste Management System (WMS) Planning. Council of Engineering Systems Universities Global Conference (CESUN) 2018, Jun 2018, Tokyo, Japan. ⟨hal-02184273⟩
  • 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⟩

Theses1 document

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