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Gilles Guerassimoff

2
Documents
Identifiants chercheurs

Présentation

**Professor** **Centre for Applied Mathematics / MINES ParisTech** Activities *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. *Others* 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

Publications

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OPTIMAL MULTI-ENERGY MANAGEMENT IN SMART ENERGY SYSTEMS: A DEEP REINFORCEMENT LEARNING APPROACH AND A CASE-STUDY ON A FRENCH ECO-DISTRICT

Dhekra Bousnina , Gilles Guerassimoff
Smart Energy Systems, International Conference, Energy Cluster Denmark; AAlborg University Denmark, Sep 2023, Copenhaguen, Denmark
Communication dans un congrès hal-04323498v1

Deep Reinforcement Learning for optimal energy management of multi-energy Smart Grids

Dhekra Bousnina , Gilles Guerassimoff
LOD 2021 : the 7th International Online & Onsite Conference on Machine Learning, Optimization, and Data Science, Oct 2021, Grasmere, United Kingdom
Communication dans un congrès hal-03587180v1