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Smart Grids: How AI is empowering today's energy systems

 Mohamed Saâd EL HARRAB
Workshop EELISA, Data Science for Smart & Sustainable Industries, Jun 2022, Champs-sur-Marne, France
Communication dans un congrès hal-03746178v1

Optimal dispatch for a residential Microgrid with Demand Response (DR)

 Mohamed Saâd EL HARRAB , Michel Nakhla
OLA 2021, International Conference on Optimization & Learning, Jun 2021, Catania, Italy
Communication dans un congrès hal-04287369v1

Deep Reinforcement Learning Based Home Energy Management System (HEMS)

 Mohamed Saâd EL HARRAB , Michel Nakhla
OLA 2022, International Conference on Optimization & Learning, Jul 2022, Syracuse, Italy
Communication dans un congrès hal-03746181v1

Predictive maintenance for wind farm failure detection: Strategies for Addressing the Cold Start Problem

 Mohamed Saâd EL HARRAB , Marie Bouilloud , Michel Nakhla
OLA 2023, International Conference on Optimization & Learning, May 2023, Malaga, Spain
Communication dans un congrès hal-04287419v1

Energy Demand-Side Management: A Greek use case

 Mohamed Saâd EL HARRAB
Energy4Climate (E4C) Summer School: From Smart Buildings to Smart Cities, Jul 2021, Palaiseau, France
Communication dans un congrès hal-03746176v1

Optimal Demand Response scheduling of a residential Microgrid

 Mohamed Saâd EL HARRAB , Michel Nakhla
SW21, Simulation Workshop 2021, UK Operational Research Society, Mar 2021, Loughborough, United Kingdom
Poster de conférence hal-03746152v1

Decentralized Energy Management of Microgrids: When Optimization Meets Machine Learning

 Mohamed Saâd EL HARRAB
R&D Management Conference 2019, Jun 2019, Paris, France
Communication dans un congrès hal-03746142v1

Big Data et analyse des infrastructures pour le déploiement de la fibre dans les RIP (Réseaux d'initiative publique)

 Mohamed Saâd EL HARRAB , Michel Nakhla
9ème Colloque de l’IMT, Systèmes de production du futur, Quelle ingénierie et quel pilotage pour quelles transformations ?, Apr 2018, Paris, France
Poster de conférence hal-03746139v1

Optimal policy instruments for residential self-consumption: A deep reinforcement learning driven policy design

 Mohamed Saâd EL HARRAB , Michel Nakhla
OR 2022, International Conference on Operations Research, Sep 2022, Karlsruhe, Germany
Communication dans un congrès hal-04287398v1

Multi-Architecture Microgrid Energy Management System (EMS): A Comparative Study of Deep Reinforcement Learning Algorithms with Population-Based Training for Hyperparameter Optimization

 Mohamed Saâd EL HARRAB , Michel Nakhla
EURO Young Workshop 2023, Jun 2023, Cergy, France
Communication dans un congrès hal-04287406v1

Enabling Flexible Grid Management through Intelligent Demand Response Scheduling and Deep learning-based NILM in Residential Microgrids

 Mohamed Saâd EL HARRAB , Michel Nakhla
LIONS17, Learning and Intelligent Optimization Conference, Jun 2023, Nice, France
Communication dans un congrès hal-04287429v1

Photovoltaic self-consumption optimization for Home Microgrid: A Deep Reinforcement Learning approach

 Mohamed Saâd EL HARRAB , Michel Nakhla
EURO 2022, 32nd EURO Conference, Association of European Operational Research Societies, Jul 2022, Espoo, Finland
Communication dans un congrès hal-03746179v1

Decentralized Energy Management Systems (EMS) for Microgrids

 Mohamed Saâd EL HARRAB , Michel Nakhla
OLA 2020, International Conference on Optimization & Learning, Feb 2020, Cadiz, Spain
Communication dans un congrès hal-03746145v1

Optimization and energy management of a residential Microgrid with Vehicle-to-X (V2X) implementation

 Mohamed Saâd EL HARRAB , Michel Nakhla
IFORS 2021, 22nd Conference of the International Federation of Operational Research Societies, Aug 2021, Seoul, South Korea
Communication dans un congrès hal-04287392v1

Energy Management System of a residential Microgrid with Vehicle-to-Home (V2H) and Vehicle-to-Grid (V2G) energy services

 Mohamed Saâd EL HARRAB
SW21, Simulation Workshop 2021, UK Operational Research Society, Mar 2021, Loughborough, United Kingdom
Poster de conférence hal-03746175v1

Energy Demand-Side Management: A Greek use case

 Mohamed Saâd EL HARRAB
Energy4Climate (E4C) Summer School: From Smart Buildings to Smart Cities, Jul 2021, Palaiseau, France
Communication dans un congrès hal-04287377v1

Adaptive Energy Management System for Multi-Architecture Microgrids using Curiosity-Driven Deep Reinforcement Learning

 Mohamed Saâd EL HARRAB , Michel Nakhla
OR 2023, International Conference on Operations Research, Sep 2023, Hamburg, Germany
Communication dans un congrès hal-04287436v1

Energy Management System (EMS) for Vehicle-to-Home (V2H) and Vehicle-to-Grid (V2G) operations in Microgrids

 Mohamed Saâd EL HARRAB , Michel Nakhla
43rd IAEE International Conference, Jun 2021, Paris, France
Communication dans un congrès hal-04287361v1

Towards Decarbonization, Digitalization and Decentralization of the Power Grid: The Smartgrid as a Complex Network

 Mohamed Saâd EL HARRAB , Michel Nakhla
R&D Management Conference 2022, Jul 2022, Trento, Italy
Communication dans un congrès hal-03746180v1

Micro-réseaux électriques décentralisés (Microgrids) : Pilotage intelligent et Régulation paramétrée

 Mohamed Saâd EL HARRAB
Journée de recherche pluridisciplinaire i3 : Réinventer l’énergie, Jun 2022, Palaiseau, France
Communication dans un congrès hal-03746177v1

Control and optimisation of a residential Microgrid with Vehicle-to-Home (V2H) and Vehicle-to-Grid (V2G)

 Mohamed Saâd EL HARRAB , Michel Nakhla
EUROPT 2021, 18th International Workshop on Continuous Optimization, Jul 2021, Toulouse, France
Communication dans un congrès hal-04287386v1
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