Publications

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@inproceedings{guerard2012approche,
  title={Approche syst{\`e}me complexe pour la mod{\'e}lisation des Smart Grids},
  author={Gu{\'e}rard, Guillaume and Amor, Soufian Ben and Bui, Alain},
  booktitle={13th Roadef Conference, Angers, France},
  pages={263--264},
  year={2012}
}

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@incollection{guerard2012complex,
  title={A complex system approach for smart grid analysis and modeling},
  author={Gu{\'e}rard, Guillaume and Ben Amor, Soufian and Bui, Alain},
  booktitle={Advances in Knowledge-Based and Intelligent Information and Engineering Systems},
  pages={788--797},
  year={2012},
  publisher={IOS Press}
}

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@article{guerard2012survey,
  title={Survey on smart grid modelling},
  author={Gu{\'e}rard, Guillaume and Amor, Soufian Ben and Bui, Alain},
  journal={International Journal of Systems, Control and Communications},
  volume={4},
  number={4},
  pages={262--279},
  year={2012},
  publisher={Inderscience Publishers Ltd}
}

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@article{amor2013methode,
  title={M{\'e}thode d’Analyse d’un Syst{\`e}me Complexe pour la Recherche Op{\'e}rationnelle: Smart Grid},
  author={Amor, Soufian Ben and Bui, Alain and Gu{\'e}rard, Guillaume},
  journal={Recherche Op{\'e}rationnelle et Aide {\`a} la DEcision Fran{\c{c}}aise (ROADEF’13)},
  year={2013}
}

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@inproceedings{amor2014context,
  title={A context-free smart grid model using complex system approach},
  author={Amor, Soufian Ben and Bui, Alain and Gu{\'e}rard, Guillaume},
  booktitle={2014 IEEE/ACM 18th International Symposium on Distributed Simulation and Real Time Applications},
  pages={147--154},
  year={2014},
  organization={IEEE}
}

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@inproceedings{guerard2015context,
  title={A context-free smart grid model using pretopologic structure},
  author={Gu{\'e}rard, Guillaume and Amor, Soufian Ben and Bui, Alain},
  booktitle={2015 International Conference on Smart Cities and Green ICT Systems (SMARTGREENS)},
  pages={1--7},
  year={2015},
  organization={IEEE}
}

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@conference{cathelineau_275,
author = {CATHELINEAU, Estelle and LEVY, Loup-Noe and GUERARD, Guillaume},
title = {Smart Grid: From raw data to a digital model},
publisher = {},
address = {Kaunas, Latvia},
year = 2017,
month = 05,
booktitle = {14th International Conference of Young Scientists on Energy Issues}
}

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@inproceedings{guerard_272,
author = {GUERARD, Guillaume and DJEBALI, Sonia},
title = {Rendre 'intelligent' le Smart Grid},
type = {presentation},
publisher = {},
address = {Metz, France},
year = 2017,
month = 02,
booktitle = {18ème conference annuelle de la Societe Française de Recherche Operationnelle et d'Aide à la Decision},
editor = {},
edition = {},
organization = {},
volume = {},
number = {},
pages = {},
isbn = {}
}

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@inproceedings{nehai2017integration,
  title={Integration of the blockchain in a smart grid model},
  author={Nehai, Zeinab and Gu{\'e}rard, Guillaume},
  booktitle={The 14th international conference of young scientists on energy issues (CYSENI)},
  volume={127},
  year={2017}
}

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@inproceedings{amor2019systemic,
  title={Systemic Approach for Modeling a Generic Smart Grid},
  author={Amor, Sofiane Ben and Guerard, Guillaume and Levy, Loup-No{\'e}},
  booktitle={Proceedings of the 10th International Symposium on Information and Communication Technology},
  pages={15--22},
  year={2019}
}

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@inproceedings{levy2022modeling,
  title={Modeling and Recommendation System for Improving the Energy Performance of Buildings},
  author={L{\'e}vy, Loup-No{\'e} and Bosom, J{\'e}r{\'e}mie and Guerard, Guillaume and Amor, Soufian Ben and Tran, Hai},
  booktitle={Distributed Computing and Artificial Intelligence, Volume 2: Special Sessions 18th International Conference 18},
  pages={206--209},
  year={2022},
  organization={Springer}
}

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@inproceedings{pkdd1,
title={Recommendation system infrastructure for the energy efficiency of buildings},
author={GUERARD, Guillaume and LEVY, Loup-Noe and BEN AMOR, Sofiane},
booktitle={ECMLPKDD2022 PhD Track},
pages={},
year={2022}
}

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@article{levy2022devops,
  title={DevOps Model Appproach for Monitoring Smart Energy Systems},
  author={L{\'e}vy, Loup-No{\'e} and Bosom, J{\'e}r{\'e}mie and Guerard, Guillaume and Amor, Soufian Ben and Bui, Marc and Tran, Hai},
  journal={Energies},
  volume={15},
  number={15},
  pages={5516},
  year={2022},
  publisher={MDPI}
}

https://www.sciencedirect.com/science/article/pii/S0167739X23004466

@article{DJEBALI2023,
title = {Survey and insights on digital twins design and smart grid’s applications},
journal = {Future Generation Computer Systems},
year = {2023},
issn = {0167-739X},
doi = {https://doi.org/10.1016/j.future.2023.11.033},
url = {https://www.sciencedirect.com/science/article/pii/S0167739X23004466},
author = {Sonia Djebali and Guillaume Guerard and Ihab Taleb},
keywords = {Digital twin, DevOps, Smart grid, Design methodology},
abstract = {Digital twins are a promising technology for simulating complex systems, especially in the smart grid domain. This paper offers a comprehensive literature review on digital twins, focusing on data gathering, data management, and human-in-the-loop control design aspects. Emphasizing the integration of AI and machine learning in big data, it enhances analytics and decision-making capabilities. We introduce a collaborative framework involving multiple stakeholders to maximize the potential of digital twins. The paper examines digital twin applications in smart grids, covering areas like asset management, predictive maintenance, energy optimization, and demand response. By synthesizing research and implementation findings, we identify trends, challenges, and opportunities in the field.}
}