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Gilles Guerassimoff


Centre for Applied Mathematics / MINES ParisTech


Energy Systems Optimization, modeling & control

Involved in several projects funded by the European Commission or industrial partners.

Numerical design (on behalf of the research center of "Gaz de France") of several energy control systems (pressure control, natural gas engine, building and gas heater control…) Development of simulators under the "Allan.simulation" environment (software equivalent to Matlab/Simulink).

Design of a control algorithm for the heating and cooling of buildings with ice storage, based on a fuzzy logic approach (European project OPTINER : Optimisation of Inertial Effect).More recently involved in decision making algorithms design based on Data Science including behavioral aspects for start-up and SME for residential and tertiary buildings automation for energy efficiency (WattGo, SmartEnCo GridTeams, E3DEnvironement).

   Prospective studies

Involved in several project for the modeling of energy systems in order to make prospective studies for decision making (RES2020 (European funding), Valerbio (foundation funding)). Supervising PhD in collaboration with EDF and participate into the Chair “Modeling for Sustainable Development” to enhance the energy systems modeling.


Organization of workshops, field trips, coordination of book publications

Member of the editorial committee of the book editor “Presses des Mines” and Responsible for the sustainable development collection

Reviewer for scientific publication, expert for ADEME, AGORANOV, GICC

Valérie Roy   

Conference papers2 documents

  • Hamza Mraihi, Edi Assoumou, Gilles Guerassimoff, Valérie Roy. Machine learning for energy demand model from a load curve. 29th European Conference on Operational Research EURO 2018, Jul 2018, Valencia, Spain. ⟨hal-01953117⟩
  • Ahmed Chaabane, Gilles Guerassimoff, Valérie Roy. Household behavior by load curve analysis with machine learning techniques. 29th European Conference on Operational Research EURO 2018, Jul 2018, Valencia, Spain. ⟨hal-01953120⟩