Ihab Taleb; Guillaume Guérard; Nga Nguyen; Frédéric Fauberteau
A Flexible Deep Learning Method for Energy Forecasting Journal Article
In: Energies, vol. 15, no. 11, pp. 3926, 2022.
@article{taleb_1836,
title = {A Flexible Deep Learning Method for Energy Forecasting},
author = {Ihab Taleb and Guillaume Guérard and Nga Nguyen and Frédéric Fauberteau},
url = {https://www.mdpi.com/1996-1073/15/11/3926},
year = {2022},
date = {2022-05-01},
journal = {Energies},
volume = {15},
number = {11},
pages = {3926},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Ihab Taleb; Guillaume Guérard; Frédéric Fauberteau; Nga Nguyen
A Holonic Smart Grid Model for Isolated Areas Conference
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, PhD Forum, Grenoble, France, 2022.
@conference{taleb_1934,
title = {A Holonic Smart Grid Model for Isolated Areas},
author = {Ihab Taleb and Guillaume Guérard and Frédéric Fauberteau and Nga Nguyen},
url = {https://2022.ecmlpkdd.org/index.php/phd-forum/},
year = {2022},
date = {2022-09-01},
booktitle = {European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, PhD Forum},
address = {Grenoble, France},
abstract = {Since the beginning of the $21$st century, smart grid models are gaining more and more importance as they play a major role in the demand side management and the flexible integration of renewable energy sources. Indeed, diverse architectures and models have been proposed for smart grids. In this paper, we propose a model composed of two parts, the first part is to optimize, on a weekly scale, thermal generation, and energy storage while prioritizing renewable energy sources to minimize global costs and global warming effects. The second part consists of, having optimized production and storage, the negotiation between neighboring holons on the same level using evolutionary game theory, combined with simulated annealing and Q-learning approaches to ensure a back and forth between the various levels.},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
Ihab Taleb; Guillaume Guérard; Frédéric Fauberteau; Nga Nguyen
Holonic Energy Management Systems: Towards Flexible and Resilient Smart Grids Proceedings Article
In: International Conference on Agents and Artificial Intelligence, pp. 95-112, Springer, Lisbon, Portugal, 2024.
@inproceedings{taleb_2936,
title = {Holonic Energy Management Systems: Towards Flexible and Resilient Smart Grids},
author = {Ihab Taleb and Guillaume Guérard and Frédéric Fauberteau and Nga Nguyen},
url = {https://link.springer.com/chapter/10.1007/978-3-031-55326-4_5},
year = {2024},
date = {2024-03-01},
booktitle = {International Conference on Agents and Artificial Intelligence},
volume = {14546},
pages = {95-112},
publisher = {Springer},
address = {Lisbon, Portugal},
edition = {LNCS},
abstract = {The increasing global warming and soaring fossil fuel prices have made energy generation minimization a crucial objective. As a result, the relevance of smart grids has significantly grown, especially in the context of regulating energy demand based on available resources. This necessitates the implementation of Demand Side Management (DSM) tools for effective regulation. While various models and architectures have been developed for smart grids, the utilization of holonic architectures remains limited in existing literature. In this paper, we propose a holonic architecture specifically tailored for smart grids, which proves to be highly advantageous. Holonic architectures are particularly valuable in smart grids as they enable seamless operation among different actors, even during technical challenges. Our proposed model consists of interconnected agents forming holons, with five agents working in tandem to ensure flexibility across multiple aspects. We have tested this model in three different scenarios. The first scenario represents a healthy grid. The second scenario simulates a grid with production mismanagement. Lastly, the third one simulates a grid experiencing a region-specific blackout. Results show how the grid distributes the available energy depending on the available production, storage (if any) and the assurance of the distribution across the various requesting holons.},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Sa?chez-Girón Coca Celia; Luc Perera; Mathis Boiteau; Antoine Costanza; Jérôme Grison; Sarnette Emmanuel; Michèle Kanhonou; Frédéric Fauberteau; Nga Nguyen; Jouvelot Pierre
Tala Box: an Interactive Embedded System to Accompany Patients with Cognitive Disorders Proceedings Article
In: IEEE/ACM international conference on Connected Health: Applications, Systems and Engineering Technologies, Orlando (Florida), United States, 2023, ISBN: 979-8-4007-0102-3.
@inproceedings{celia_2314,
title = {Tala Box: an Interactive Embedded System to Accompany Patients with Cognitive Disorders},
author = {Sa?chez-Girón Coca Celia and Luc Perera and Mathis Boiteau and Antoine Costanza and Jérôme Grison and Sarnette Emmanuel and Michèle Kanhonou and Frédéric Fauberteau and Nga Nguyen and Jouvelot Pierre},
url = {https://hal-mines-paristech.archives-ouvertes.fr/hal-04071711},
issn = {979-8-4007-0102-3},
year = {2023},
date = {2023-06-01},
booktitle = {IEEE/ACM international conference on Connected Health: Applications, Systems and Engineering Technologies},
address = {Orlando (Florida), United States},
abstract = {Given the lack of drugs to treat cognitive deficit disorders, nonpharmacological approaches have become popular to address these pathologies. In particular, music therapy has been successfully used with Alzheimer's patients to improve their mood and functional abilities. The Tala Sound project studies whether non-Western music from the southern regions of India can be used to improve the mood and functional abilities of Western people suffering from Alzheimer's disease. This traditional style of music, called Carnatic music, is based on specific rhythm sequences, called "talas", that have an irregular rhythm compared to the ones found in Western music. In this paper, we describe the Tala Box, a new multimedia sensory device with which patients can interact while a Carnatic song is being played. The motivation for the development of this embedded system is the intent, in addition to the unusual nature of the music played, to use motor and cognitive stimulation to better engage Alzheimer's patients and, hopefully, improve their mood and mental state. Preliminary testing with healthy seniors has shown great interest in the Tala Box.},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Ihab Taleb; Guillaume Guérard; Frédéric Fauberteau; Nga Nguyen
A holonic multi-agent architecture for smart grids Proceedings Article
In: International Conference on Agents and Artificial Intelligence, Lisbon, Portugal, 2023.
@inproceedings{taleb_2237,
title = {A holonic multi-agent architecture for smart grids},
author = {Ihab Taleb and Guillaume Guérard and Frédéric Fauberteau and Nga Nguyen},
url = {http://www.wikicfp.com/cfp/servlet/event.showcfp?copyownerid=90704&eventid=167079},
year = {2023},
date = {2023-02-01},
booktitle = {International Conference on Agents and Artificial Intelligence},
address = {Lisbon, Portugal},
abstract = {The global warming and the increase of fossil fuel prices make the minimization of energy generation animportant objective. Thus, smart grids are becoming more and more relevant in a context where we want toregulate the demand according to the available energy. This regulation can be operated thanks to Demand SideManagement (DSM) tools. While different models and architectures have been developed for smart grids,only few papers used holonic architectures. For this, we propose in this paper a holonic architecture for smartgrids. This type of architectures is relevant to smart grids as it allows the various actors in the grids to workeven in the cases of technical problems. Holons in the proposed model are composed of five interconnectingagents that ensure flexibility on the various aspects. This model has been tested and has proven to work on3 different scenarios. The first scenario simulates a grid in its healthy state. The second one simulates agrid where a region can be disconnected from a blackout for example. The third one simulates a grid withproduction mismanagement. Results show how the grid distributes the available energy depending on theavailable production, priorities (if any) and the assurance of the distribution across the various requestingholons.},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Guillaume Guérard; Ihab Taleb; Frédéric Fauberteau; Nga Nguyen
Modélisation Multi-Agent pour les Réseaux Energétique Insulaires Proceedings Article
In: Journées Francophones sur les Systèmes Multi-Agents, Saint-Etienne, France, 2022.
@inproceedings{guerard_1831,
title = {Modélisation Multi-Agent pour les Réseaux Energétique Insulaires},
author = {Guillaume Guérard and Ihab Taleb and Frédéric Fauberteau and Nga Nguyen},
url = {https://ci.mines-stetienne.fr/pfia2022/conferences/jfsma/},
year = {2022},
date = {2022-06-01},
booktitle = {Journées Francophones sur les Systèmes Multi-Agents},
address = {Saint-Etienne, France},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Laurent George; Frédéric Fauberteau; Tristan Fautrel; Thierry Grandpierre
An hypervisor approach for mixed critical real-time UAV applications Proceedings Article
In: 2019 IEEE International Conference on Pervasive Computing and Communications Workshops, Kyoto, Japan, 2019, ISBN: ISBN: 978-1-5386-9150-2.
@inproceedings{george_640,
title = {An hypervisor approach for mixed critical real-time UAV applications},
author = {Laurent George and Frédéric Fauberteau and Tristan Fautrel and Thierry Grandpierre},
url = {http://sig-iss.work/percomworkshops2019/unagi2019.html},
issn = {ISBN: 978-1-5386-9150-2},
year = {2019},
date = {2019-03-01},
booktitle = {2019 IEEE International Conference on Pervasive Computing and Communications Workshops},
address = {Kyoto, Japan},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Tristan Fautrel; Laurent George; Frédéric Fauberteau
A hypervisor schedulability analysis for safety and security critical applications scheduled in arbitrary patterns of slots Proceedings Article
In: Proceedings of the 11th Junior Researcher Workshop on Real-Time Computing, pp. p21, Grenoble, France, 2017.
@inproceedings{fautrel_271,
title = {A hypervisor schedulability analysis for safety and security critical applications scheduled in arbitrary patterns of slots},
author = {Tristan Fautrel and Laurent George and Frédéric Fauberteau},
url = {http://www.rtns17.org/jrwrtc2017/},
year = {2017},
date = {2017-10-01},
booktitle = {Proceedings of the 11th Junior Researcher Workshop on Real-Time Computing},
pages = {p21},
address = {Grenoble, France},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Frédéric Fauberteau
Comment peut-on envisager l'avenir énergétique de l'Homo Sapiens 4.0 ? Miscellaneous
Monde des Grandes Ecoles, 2018.
@misc{fauberteau_1159,
title = {Comment peut-on envisager l'avenir énergétique de l'Homo Sapiens 4.0 ?},
author = {Frédéric Fauberteau},
url = {https://www.mondedesgrandesecoles.fr/comment-peut-on-envisager-lavenir-energetique-de-lhomo-sapiens-4-0/},
year = {2018},
date = {2018-06-01},
howpublished = {Monde des Grandes Ecoles},
keywords = {},
pubstate = {published},
tppubtype = {misc}
}
No posts by this author.