Par ma double formation en mathématiques appliqués et en informatique, mes activités de recherche ont tout d'abord porté sur l'analyse des systèmes complexes, notamment la mise en place d'une méthode générique permettant de les modéliser. J'ai appliqué mes travaux à un système récent, appelé à devenir un renouveau économique et informatique à travers le monde : le Smart Grid. Mes travaux de thèses ont pu être enrichis grâce à la participation à de nombreux projets parmi lesquels EPIT2.0, ECO2CHARGE ou SNCF Versailles Chantiers à travers la chaire Econoving ou le laboratoire PRiSM de l'Université de Versailles Saint Quentin-en-Yvelines (UVSQ). Les discussions et l'interaction avec de grands groupes industriels et de laboratoire de recherche tels que Bouygues, Alstom, Embix, Renault, Supélec, Mines - Sophia Antipolis, l'Observatoire socio-économique de Versailles et l'INRIA m'ont apporté les informations pour généraliser le concept de Smart Grid à un réseau sans limite de taille ou de technologies. Aujourd'hui, je suis professeur associé à l'École Supérieur d'Ingénieurs Paris-La Défense, au sein du groupe de recherche Smart Grid et enseignant dans la majeure Nouvelles Énergies. Le recoupement de spécialistes de divers domaines permet d'expérimenter les algorithmes aussi bien en modélisation, qu'en simulation réelle.
Guillaume Guérard; Hugo Pousseur; Ihab Taleb
Isolated Areas Consumption Short-Term Forecasting Method Article de journal
Dans: Energies, vol. 14, no. 23, p. 7914, 2021.
@article{guerard_1732,
title = {Isolated Areas Consumption Short-Term Forecasting Method},
author = {Guillaume Guérard and Hugo Pousseur and Ihab Taleb},
url = {https://www.mdpi.com/1996-1073/14/23/7914},
year = {2021},
date = {2021-11-01},
journal = {Energies},
volume = {14},
number = {23},
pages = {7914},
abstract = {Forecasting consumption in isolated areas represents a challenging problem typically resolved using deep learning or huge mathematical models with various dimensions. Those models require expertise in metering and algorithms and the equipment needs to be frequently maintained. In the context of the MAESHA H2020 project, most of the consumers and producers are isolated. Forecasting becomes more difficult due to the lack of external data and the significant impact of human behaviors on those small systems. The proposed approach is based on data sequencing, sequential mining, and pattern mining to infer the results into a Hidden Markov Model. It only needs the consumption and production curve as a time series and adapts itself to provide the forecast. Our method gives a better forecast than other prediction machines and deep-learning methods used in literature review.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Guillaume Guérard; Sofiane Ben Amor; Philippe Charlier; Anais Augias
USoM platform. Proposal for an international and transdisciplinary interactive tool for centralization and anthropological exchange around human remains Article de journal
Dans: ETHICS, MEDICINE AND PUBLIC HEALTH, vol. 18, no. September, p. 1-6, 2021.
@article{guerard_1604,
title = {USoM platform. Proposal for an international and transdisciplinary interactive tool for centralization and anthropological exchange around human remains},
author = {Guillaume Guérard and Sofiane Ben Amor and Philippe Charlier and Anais Augias},
url = {https://www.sciencedirect.com/science/article/pii/S2352552521000542},
year = {2021},
date = {2021-09-01},
journal = {ETHICS, MEDICINE AND PUBLIC HEALTH},
volume = {18},
number = {September},
pages = {1-6},
abstract = {Background
In a previous article related to ethical reflection around the study of human remains and their biological products in archaeological, ethnographic and museum contexts, a general scientific isolation - going against the common interest and leading to certain forms of misconduct - had been raised. It appeared a real need to act in the direction of transparency and a transdisciplinary union.
Methodology
This conclusion led to further reflection on the strengths and technical creation of a tool dedicated to the exchange between sciences relating to the study of man.
Results/Discussion
We propose the creation of a platform dedicated to all international scientific actors whose issues are related to research on humans. This involves proposing the development of a participatory/collaborative virtual platform on which scientific organizations would exchange their study materials, their samples, their tools, their knowledge, their reflections and hypotheses and then the resulting data in order to no longer work in isolation.
Conclusion/Perspectives
This multidisciplinary vision to the study of Man, without spatial or chronological boundaries, will be a contribution to each of the disciplines involved and the benefits of this platform are multiple. However, this coalition approach exposes academic, technical and legal difficulties and represents a real challenge because it requires profound changes.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Guillaume Guérard; Ider Tseveendorj
Inscribed ball and enclosing box methods for the convex maximization problem Article de journal
Dans: Optimization Letters, vol. 10, no. 2, p. 417-432, 2015.
@article{guerard_627,
title = {Inscribed ball and enclosing box methods for the convex maximization problem},
author = {Guillaume Guérard and Ider Tseveendorj},
url = {https://link.springer.com/article/10.1007%2Fs11590-015-0981-5},
year = {2015},
date = {2015-12-01},
journal = {Optimization Letters},
volume = {10},
number = {2},
pages = {417-432},
abstract = {Many important classes of decision models give rise to the problem of finding a global maximum of a convex function over a convex set. This problem is known also as concave minimization, concave programming or convex maximization. Such problems can have many local maxima, therefore finding the global maximum is a computationally difficult problem, since standard nonlinear programming procedures fail. In this article, we provide a very simple and practical approach to find the global solution of quadratic convex maximization problems over a polytope. A convex function achieves its global maximum at extreme points of the feasible domain. Since an inscribed ball does not contain any extreme points of the domain, we use the largest inscribed ball for an inner approximation while a minimal enclosing box is exploited for an outer approximation of the domain. The approach is based on the use of these approximations along with the standard local search algorithm and cutting plane techniques.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Guillaume Guérard
Smart Grid and Optimization Article de journal
Dans: American Journal of Operations Research, vol. 3, no. 1A, p. 11, 2013.
@article{guerard_1615,
title = {Smart Grid and Optimization},
author = {Guillaume Guérard},
url = {https://www.scirp.org/html/13-1040207_27556.htm},
year = {2013},
date = {2013-01-01},
journal = {American Journal of Operations Research},
volume = {3},
number = {1A},
pages = {11},
abstract = {With urging problem of energy and pollution, smart grid is becoming ever important. By gradually changing the actual power grid system, smart grid may evolve into different systems by means of size, elements and strategies, but its fundamental requirements and objectives will not change such as optimizing production, transmission and consumption. Studying the smart grid through modeling and simulation provides us with valuable results which can not be obtained in real world due to time and cost related constraints. However, due to the complexity of the smart grid, achieving optimization is not an easy task, even using computer models. In this paper, we propose a complex system based approach to the smart grid modeling, accentuating on the optimization by combining game theoretical and classical methods in different levels. Thanks to this combination, the optimization can be achieved with flexibility and scalability, while keeping its generality.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Guillaume Guérard
Survey on smart grid modelling Article de journal
Dans: International Journal Of Data Mining And Bioinformatics, vol. 4, no. 4, p. 18, 2012.
@article{guerard_1616,
title = {Survey on smart grid modelling},
author = {Guillaume Guérard},
url = {https://www.inderscienceonline.com/doi/abs/10.1504/IJSCC.2012.050822},
year = {2012},
date = {2012-12-01},
journal = {International Journal Of Data Mining And Bioinformatics},
volume = {4},
number = {4},
pages = {18},
abstract = {Smart grid is a vague concept with little theoretical studies. We propose in this paper a state of the art on smart grids to clarify the concept and identify the important issues. We analyse different visions to bring out the characteristics of smart grids.
This term refers to an electrical optimised network integrating the behaviour and actions of users (generators, consumers, consume-actors, etc.). These power grid's upgrades aim: to improve quality and security, to reduce environmental impact, and allow consumers to play a regulation role in the system.
Current simulations are done on specific cases and with a limited evolution. A better knowledge of the smart grid structure and characteristics would give a more effective and more efficient, global modelling. Smart grids have many characteristics corresponding to complex systems. We propose to analyse these similarities to reach a better understanding and a holistic view of smart grid's concept.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Lillia Ben Baccar; Sonia Djebali; Guillaume Guérard
Prédiction de Circuit Touristique par Data Mining Séquentielle Conférence
Premier Symposium GDR MaDICS, Rennes, France, 2019.
@conference{ben_baccar_889,
title = {Prédiction de Circuit Touristique par Data Mining Séquentielle},
author = {Lillia Ben Baccar and Sonia Djebali and Guillaume Guérard},
url = {http://www.madics.fr/event/titre1551974198-3309/#posters},
year = {2019},
date = {2019-06-01},
booktitle = {Premier Symposium GDR MaDICS},
address = {Rennes, France},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
Zeinab Nehai; Guillaume Guérard
Integration of the Blockchain in a Smart Grid Model Conférence
14th International Conference of Young Scientists on Energy Issues, Kaunas, Latvia, 2017.
@conference{nehai_274,
title = {Integration of the Blockchain in a Smart Grid Model},
author = {Zeinab Nehai and Guillaume Guérard},
url = {http://cyseni.com/archive/},
year = {2017},
date = {2017-05-01},
booktitle = {14th International Conference of Young Scientists on Energy Issues},
address = {Kaunas, Latvia},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
Estelle Cathelineau; Loup-Noé Levy; Guillaume Guérard
Smart Grid: From raw data to a digital model Conférence
14th International Conference of Young Scientists on Energy Issues, Kaunas, Latvia, 2017.
@conference{cathelineau_275,
title = {Smart Grid: From raw data to a digital model},
author = {Estelle Cathelineau and Loup-Noé Levy and Guillaume Guérard},
url = {http://cyseni.com/archive/},
year = {2017},
date = {2017-05-01},
booktitle = {14th International Conference of Young Scientists on Energy Issues},
address = {Kaunas, Latvia},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
Guillaume Guérard; Loup-Noé Levy; Sofiane Ben Amor; Hai Tran; Jérémie Bosom
Modeling and recommendation system for improving the energy performance of buildings Inproceedings
Dans: Inoue, Masataka (Ed.): International Conference on Distributed Computing and Artificial Intelligence, MDPI, virtual, 2021.
@inproceedings{guerard_1603,
title = {Modeling and recommendation system for improving the energy performance of buildings},
author = {Guillaume Guérard and Loup-Noé Levy and Sofiane Ben Amor and Hai Tran and Jérémie Bosom},
editor = {Masataka Inoue},
url = {https://www.dcai-conference.net/programme},
year = {2021},
date = {2021-10-01},
booktitle = {International Conference on Distributed Computing and Artificial Intelligence},
publisher = {MDPI},
address = {virtual},
abstract = {The energy performance of building represents a major issue of the 21st century.
However, buildings are complex sociotechnical systems because of the massification, heterogeneity and multiplicity of related data.
Therefore, evaluating their performance and giving relevant recommendation is a challenging task.
In this article, we propose a contributory algorithmic recommendation system applicable to energy performance diagnostic and prediction.
Doing so requires to overcome many theoretical and technical issues related to big data infrastructure, machine learning factory, and DevOps.
The thesis is done through Energisme's platform.
It presents a collection and deployment of algorithmic solutions for optimized energy management in private and public organizations.},
keywords = {},
pubstate = {accepted},
tppubtype = {inproceedings}
}
Guillaume Guérard; Sonia Djebali
Tourists Profiling by Interest Analysis Inproceedings
Dans: International Conference on Advanced Data Mining and Applications, Virtual, 2021.
@inproceedings{guerard_1662,
title = {Tourists Profiling by Interest Analysis},
author = {Guillaume Guérard and Sonia Djebali},
url = {Not yet},
year = {2021},
date = {2021-09-01},
booktitle = {International Conference on Advanced Data Mining and Applications},
address = {Virtual},
abstract = {With the recent digital revolution, analyzing of tourists' behaviors
and research elds associated with it have changed profoundly.
It is now easier to examine behaviors of tourists using digital traces they
leave during their travels. The studies conducted on diverse aspects of
tourism focus on quantitative aspects of digital traces to reach its conclusions.
In this paper, we suggest a study focused on both qualitative and
quantitative aspect of digital traces to understand the dynamics governing
tourist behavior, especially those concerning attractions networks.},
keywords = {},
pubstate = {accepted},
tppubtype = {inproceedings}
}
Guillaume Guérard; Sonia Djebali
Hidden Markov Model to Predict Tourists Visited Places Inproceedings
Dans: Nick Koudas Vana Kalogeraki, Jianliang Xu (Ed.): 22nd IEEE International Conference on Mobile Data Management, p. 209-216, IEEE, virtual, 2021, ISBN: 978-1-6654-2845-3.
@inproceedings{guerard_1601,
title = {Hidden Markov Model to Predict Tourists Visited Places},
author = {Guillaume Guérard and Sonia Djebali},
editor = {Vana Kalogeraki, Nick Koudas, Jianliang Xu},
url = {https://ieeexplore.ieee.org/abstract/document/9474900},
issn = {978-1-6654-2845-3},
year = {2021},
date = {2021-06-01},
booktitle = {22nd IEEE International Conference on Mobile Data Management},
pages = {209-216},
publisher = {IEEE},
address = {virtual},
abstract = {Nowadays, social networks is become a popular means of analyzing tourist behavior, thanks to the digital traces left by travelers during their stays on these networks.
The massive amount of data generated by the propensity of tourists to share comments and photos during their trip makes it possible to model their journeys and analyze their behavior.
Predicting the next movement of tourist plays a key role in tourism marketing to understand demand and improve decision support.
In this paper, we propose a method to understand and to learn tourists' movements based on social network data analysis to predict the future movements. The method relies on a machine learning grammatical inference algorithm.
A major contribution in this paper is to adapt the grammatical inference algorithm to the context of big data.
Our method produces a hidden Markov model representing the movements of a group of tourists. The hidden Markov model is flexible and editable with new data.
The capital city of France, Paris is selected to demonstrate the efficiency of the proposed methodology.},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Sonia Djebali; Guillaume Guérard
BIDDING STRATEGY OF A SEASONAL STORAGE HYDROPOWER PLANT IN RESERVE MARKETS Inproceedings
Dans: International Association for Energy Economics, virtual, 2021.
@inproceedings{djebali_1602,
title = {BIDDING STRATEGY OF A SEASONAL STORAGE HYDROPOWER PLANT IN RESERVE MARKETS},
author = {Sonia Djebali and Guillaume Guérard},
url = {http://devel.iaee.org/proceedings/article/17208},
year = {2021},
date = {2021-06-01},
booktitle = {International Association for Energy Economics},
address = {virtual},
abstract = {The increasing share of intermittent sources of energy will increase the need for frequency-control reserves. However, the current supply of reserves might decrease in the following years. The share of gas- and coal-fuel plants in the power mix is expected to decline in order to reduce greenhouse gas emissions. Hydropower technologies are often put forward as mature and low-carbon technologies able to contribute to cover this increasing need for reserves. Their flexibility and storage capability allow them to support the stable operation of the grid. The procurement of reserves being mostly market-based in Europe, the market design should send the correct price signals to encourage the participation in these markets.},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Guillaume Guérard; Sonia Djebali
Tourism Management through the Big Data Paradigm Inproceedings
Dans: David Chavalarias, Hocine Cherifi (Ed.): French Regional Conference on Complex Systems FRCCS, Springer - Applied Network Science Journal, virtual, 2021.
@inproceedings{guerard_1600,
title = {Tourism Management through the Big Data Paradigm},
author = {Guillaume Guérard and Sonia Djebali},
editor = {David Chavalarias, Hocine Cherifi},
url = {https://easychair.org/smart-program/FRCCS2021},
year = {2021},
date = {2021-05-01},
booktitle = {French Regional Conference on Complex Systems FRCCS},
publisher = {Springer - Applied Network Science Journal},
address = {virtual},
abstract = {This paper highlights the two-ways relationship between data and entities producing or generating these data in the context of tourism management. Indeed, tourists leave various traces of their planning and trip on social media and networks. Moreover, studying those data to feed tourism marketing also affects the future data left by tourists. Understanding the intrinsic and extrinsic relationship between entities should significantly improve the knowledge in this research field.},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Loup-Noé Levy; Jérémie Bosom; Guillaume Guérard; Sofiane Ben Amor; Marc Bui
Application of Pretopological Hierarchical Clustering for Buildings Portfolio Inproceedings
Dans: Cornel Klein, Matthias Jarke; Helfert, Markus (Ed.): Proceedings of the 10th International Conference on Smart Cities and Green ICT Systems - SMARTGREENS, p. 228-235, SciTePress, virtual, 2021, ISBN: 978-989-758-512-8.
@inproceedings{levy_1501,
title = {Application of Pretopological Hierarchical Clustering for Buildings Portfolio},
author = {Loup-Noé Levy and Jérémie Bosom and Guillaume Guérard and Sofiane Ben Amor and Marc Bui},
editor = {Cornel Klein, Matthias Jarke and Markus Helfert},
url = {https://www.scitepress.org/Link.aspx?doi=10.5220/0010485802280235},
issn = {978-989-758-512-8},
year = {2021},
date = {2021-04-01},
booktitle = {Proceedings of the 10th International Conference on Smart Cities and Green ICT Systems - SMARTGREENS},
pages = {228-235},
publisher = {SciTePress},
address = {virtual},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Guillaume Guérard; Hugo Pousseur; Manon Rivoire
Inférence Grammaticale pour la Prévision de la Consommation Energétique Inproceedings
Dans: Plateforme d'Intelligence Artificielle, Angers, France, 2020.
@inproceedings{guerard_1271,
title = {Inférence Grammaticale pour la Prévision de la Consommation Energétique},
author = {Guillaume Guérard and Hugo Pousseur and Manon Rivoire},
url = {http://pfia2020.fr/conferences/apia/programme-apia-2020/#sessionAPIA1},
year = {2020},
date = {2020-06-01},
booktitle = {Plateforme d'Intelligence Artificielle},
address = {Angers, France},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Sonia Djebali; Guillaume Guérard
Prédiction des comportements touristiques par minage des motifs et des règles séquentielles Inproceedings
Dans: 21ème édition du congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, Montpellier, France, 2020.
@inproceedings{djebali_1226,
title = {Prédiction des comportements touristiques par minage des motifs et des règles séquentielles},
author = {Sonia Djebali and Guillaume Guérard},
url = {https://roadef2020.sciencesconf.org/},
year = {2020},
date = {2020-02-01},
booktitle = {21ème édition du congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision},
address = {Montpellier, France},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Sofiane Ben Amor; Guillaume Guérard; Loup-Noé Levy
Systemic approach for modeling a generic Smart Grid Inproceedings
Dans: Proceedings of the Tenth International Symposium on Information and Communication Technology, SoICT 2018, Hanoi, Vietnam, 2019.
@inproceedings{ben_amor_1019,
title = {Systemic approach for modeling a generic Smart Grid},
author = {Sofiane Ben Amor and Guillaume Guérard and Loup-Noé Levy},
url = {https://soict.org/program.html},
year = {2019},
date = {2019-12-01},
booktitle = {Proceedings of the Tenth International Symposium on Information and Communication Technology, SoICT 2018},
address = {Hanoi, Vietnam},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Lillia Ben Baccar; Sonia Djebali; Guillaume Guérard
Tourist's Tour Prediction by Sequential Data Mining Approach Inproceedings
Dans: Advanced Data Mining and Applications, 15th International Conference, ADMA 2019, p. pp. 681-695, Dalian, China, 2019, ISBN: ISBN 978-3-030-35230-1.
@inproceedings{ben_baccar_989,
title = {Tourist's Tour Prediction by Sequential Data Mining Approach},
author = {Lillia Ben Baccar and Sonia Djebali and Guillaume Guérard},
url = {https://link.springer.com/chapter/10.1007/978-3-030-35231-8_50},
issn = {ISBN 978-3-030-35230-1},
year = {2019},
date = {2019-11-01},
booktitle = {Advanced Data Mining and Applications, 15th International Conference, ADMA 2019},
pages = {pp. 681-695},
address = {Dalian, China},
abstract = {This paper answers the problem of predicting future behaviour tourist based on past behaviour of an individual tourist. The individual behaviour is naturally an indicator of the behaviour of other tourists. The prediction of tourists movement has a crucial role in tourism marketing to create demand and assist tourists in decision-making. With advances in information and communication technology, social media platforms generate data from millions of people from different countries during their travel. The main objective of this paper is to consider sequential data-mining methods to predict tourist movement based on Instagram data. Rules emerge from those ones are exploited to predict future behaviors. The originality of this approach is a combination between pattern mining to reduce the size of data and the automata to condense the rules. The capital city of France, Paris is selected to demonstrate the utility of the proposed methodology.},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Guillaume Guérard; Hugo Pousseur
JADE modeling for generic microgrids Inproceedings
Dans: Agents and Multi-agent Systems: Technologies and Applications 2019, p. pp 377-386, Saint Julians, Malta, 2019, ISBN: ISBN 978-981-13-8678-7.
@inproceedings{guerard_761,
title = {JADE modeling for generic microgrids},
author = {Guillaume Guérard and Hugo Pousseur},
url = {https://link.springer.com/chapter/10.1007/978-981-13-8679-4_31},
issn = {ISBN 978-981-13-8678-7},
year = {2019},
date = {2019-06-01},
booktitle = {Agents and Multi-agent Systems: Technologies and Applications 2019},
volume = {148},
pages = {pp 377-386},
address = {Saint Julians, Malta},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Guillaume Guérard; Loup-Noé Levy; Hugo Pousseur
Multi-agent Model for Domotics and Smart Houses Inproceedings
Dans: Proceedings of the 7th International Conference on Smart Cities and Green ICT Systems, p. 223-230, Funcha, Madère, Portugal, 2018, ISBN: ISBN: 978-989-758-292-9.
@inproceedings{guerard_501,
title = {Multi-agent Model for Domotics and Smart Houses},
author = {Guillaume Guérard and Loup-Noé Levy and Hugo Pousseur},
url = {http://www.scitepress.org/DigitalLibrary/Link.aspx?doi=10.5220/0006757202230230},
issn = {ISBN: 978-989-758-292-9},
year = {2018},
date = {2018-03-01},
booktitle = {Proceedings of the 7th International Conference on Smart Cities and Green ICT Systems},
volume = {volume 1},
pages = {223-230},
address = {Funcha, Madère, Portugal},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Guillaume Guérard; Bastien Pichon; Zeinab Nehai
Demand-Response: let the devices take our decisions Inproceedings
Dans: Proceedings of the 6th International Conference on Smart Cities and Green ICT Systems, p. 119-126, Porto, Portugal, 2017, ISBN: ISBN: 978-989-758-241-7.
@inproceedings{guerard_273,
title = {Demand-Response: let the devices take our decisions},
author = {Guillaume Guérard and Bastien Pichon and Zeinab Nehai},
url = {https://www.scitepress.org/PublicationsDetail.aspx?ID=7SRP5KmIThY=&t=1},
issn = {ISBN: 978-989-758-241-7},
year = {2017},
date = {2017-04-01},
booktitle = {Proceedings of the 6th International Conference on Smart Cities and Green ICT Systems},
volume = {volume 1},
pages = {119-126},
address = {Porto, Portugal},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Guillaume Guérard; Sonia Djebali
Rendre 'intelligent' le Smart Grid Inproceedings
Dans: 18ème conférence annuelle de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, Metz, France, 2017.
@inproceedings{guerard_272,
title = {Rendre 'intelligent' le Smart Grid},
author = {Guillaume Guérard and Sonia Djebali},
url = {http://roadef2017.event.univ-lorraine.fr/index.html},
year = {2017},
date = {2017-02-01},
booktitle = {18ème conférence annuelle de la Société Française de Recherche Opérationnelle et d'Aide à la Décision},
address = {Metz, France},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Guillaume Guérard; Sofiane Ben Amor
A context-free smart grid model using pretopologic structure Inproceedings
Dans: IEEE, (Ed.): International Conference on Smart Cities and Green ICT Systems, p. 1-7, Lisbonne, Portugal, 2015, ISBN: 978-9-8975-8134-2.
@inproceedings{guerard_1607,
title = {A context-free smart grid model using pretopologic structure},
author = {Guillaume Guérard and Sofiane Ben Amor},
editor = {IEEE},
url = {https://ieeexplore.ieee.org/abstract/document/7298002},
issn = {978-9-8975-8134-2},
year = {2015},
date = {2015-05-01},
booktitle = {International Conference on Smart Cities and Green ICT Systems},
pages = {1-7},
address = {Lisbonne, Portugal},
abstract = {The Power grid evolves, but its structure presents several gaps with the new numerical technologies, renewable energies and electric vehicles. The literature introduces the concept of Smart Grid, a system which takes into account the behaviour and the action of its agents. Studying the smart grid through modelling and simulation provides us with valuable results which cannot be obtained in the real world due to time and cost related constraints. Nevertheless, due to the complexity of the smart grid, achieving global optimization is not an easy task. In this paper, we propose a complex system approach to the smart grid modelling, accentuating on the representation of the structure. Thanks to this combination, the optimization can be achieved on a dynamic graph taking into account changes and network errors over time, with the ability to detect them.},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Guillaume Guérard; Sofiane Ben Amor
A Context-Free Smart Grid Model Using Complex System Approach Inproceedings
Dans: IEEE/ACM, (Ed.): IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications, Toulouse, France, 2014, ISBN: 978-1-4799-6144-3.
@inproceedings{guerard_1610,
title = {A Context-Free Smart Grid Model Using Complex System Approach},
author = {Guillaume Guérard and Sofiane Ben Amor},
editor = {IEEE/ACM},
url = {https://ieeexplore.ieee.org/abstract/document/6957187},
issn = {978-1-4799-6144-3},
year = {2014},
date = {2014-10-01},
booktitle = {IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications},
address = {Toulouse, France},
abstract = {Energy and pollution are urging problems of the 21th century. By gradually changing the actual power grid system, smart grid may evolve into different systems by means of size, elements and strategies, but its fundamental requirements and objectives will not change such as optimizing production, transmission, and consumption. Studying the smart grid through modeling and simulation provides us with valuable results which cannot be obtained in real world due to time and cost related constraints. Moreover, due to the complexity of the smart grid, achieving global optimization is not an easy task. In this paper, we propose a complex system based approach to the smart grid modeling, accentuating on the optimization by combining game theoretical and classical methods in different levels. Thanks to this combination, the optimization can be achieved with flexibility and scalability, while keeping its generality},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Guillaume Guérard; Ider Tseveendorj
Largest Inscribed Ball and Minimal Enclosing Box for Convex Maximization Problems Inproceedings
Dans: Leocadio G. Casado, Eligius M. T. Hendrix; Garcia, Inmaculada (Ed.): Global Optimization Workshop, p. 61-64, Malaga, Espagne, 2014, ISBN: 978-84-16027-57-6.
@inproceedings{guerard_1611,
title = {Largest Inscribed Ball and Minimal Enclosing Box for Convex Maximization Problems},
author = {Guillaume Guérard and Ider Tseveendorj},
editor = {Leocadio G. Casado, Eligius M.T. Hendrix and Inmaculada Garcia},
url = {https://www.researchgate.net/profile/Guillaume-Guerard/publication/267643443_Largest_Inscribed_Ball_and_Minimal_Enclosing_Box_for_Convex_Maximization_Problems/links/5457671d0cf2bccc490f8373/Largest-Inscribed-Ball-and-Minimal-Enclosing-Box-for-Convex-Maximization-Problems.pdf#page=70},
issn = {978-84-16027-57-6},
year = {2014},
date = {2014-09-01},
booktitle = {Global Optimization Workshop},
pages = {61-64},
address = {Malaga, Espagne},
abstract = {Many important classes of decision models give rise to the problem of finding a global minimum of
a concave function over a convex set. Since such a function may have many local minima, finding
the global minimum is a computationally difficult problem, where standard nonlinear programming
procedures fail. The two proposed methods are simple and quick, using the largest inscribed ball
and the minimal enclosing box as approximation for cutting-plane method.},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Guillaume Guérard; Sofiane Ben Amor
Méthode d'Analyse d'un Système Complexe pour la Recherche Opérationnelle : Smart Grid Inproceedings
Dans: Recherche opérationnelle et aide à la décision en France, Troyes, France, 2013.
@inproceedings{guerard_1612,
title = {Méthode d'Analyse d'un Système Complexe pour la Recherche Opérationnelle : Smart Grid},
author = {Guillaume Guérard and Sofiane Ben Amor},
url = {http://roadef2013.utt.fr/roadef_ebook2.pdf},
year = {2013},
date = {2013-02-01},
booktitle = {Recherche opérationnelle et aide à la décision en France},
address = {Troyes, France},
abstract = {L'objectif de ce papier est de fournir une méthode d'analyse et de décomposition d'un système complexe dans l'optique d'optimiser le système global. L'utilisation de la recherche opérationnelle dans un réseau complexe nécessite une méthode précise. Afin de démontrer la pertinence
de cette méthode, nous proposons une modélisation d'un Smart Grid fiable et efficace, c'est-à -dire un réseau de distribution électrique bidirectionnel et non centralisé.
Le réseau électrique est poussé dans ses limites, et la venue de nouvelles technologies telles que les énergies renouvelables ou la production décentralisée mettent en péril la structure. Le Smart Grid n'a pas pour objectif de remplacer le réseau électrique actuel, mais de l'améliorer.
Afin de garantir une modélisation efficace et une optimisation rapide du Smart Grid, nous devons les étudier de manière systémique afin d'en extraire les caractéristiques principales et le comportement des différents éléments composant le système global interne et les relations
externes.},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Guillaume Guérard; Sofiane Ben Amor; Alain Bui
A Complex System Approach for Smart Grid Analysis and Modeling Inproceedings
Dans: Advances in Knowledge-Based and Intelligent Information and Engineering Systems, p. 788 - 797, IOS Press, San Sebastian, Espagne, 2012, ISBN: 978-1-61499-104-5.
@inproceedings{guerard_1614,
title = {A Complex System Approach for Smart Grid Analysis and Modeling},
author = {Guillaume Guérard and Sofiane Ben Amor and Alain Bui},
url = {https://ebooks.iospress.nl/volumearticle/7258},
issn = {978-1-61499-104-5},
year = {2012},
date = {2012-09-01},
booktitle = {Advances in Knowledge-Based and Intelligent Information and Engineering Systems},
number = {Frontiers in Artificial Intelligence and},
pages = {788 - 797},
publisher = {IOS Press},
address = {San Sebastian, Espagne},
abstract = {Smart Grid is a vague concept with little theoretical studies. We propose in this paper a state of the art on Smart Grids to clarify the concept and identify the important issues.
This term refers to an electrical network integrating the behavior and actions of users. It uses new information and communication technologies and new services combining: monitoring, control, communication and self-healing.
Current simulations are done on specific, preset cases and with a limited evolution. A better knowledge of the smart grid structure and characteristics would give a more effective and more efficient, global modeling. Smart Grids have many characteristics corresponding to complex systems. We propose to analyze these similarities to reach a better understanding and a holistic view of smart grid's concept.
The objective of this paper is to provide theoretical research themes that could help the design of a reliable and efficient Smart Grid.},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Guillaume Guérard; Sofiane Ben Amor
Approche système complexe pour la modélisation des Smart Grids Inproceedings
Dans: Recherche opérationnelle et aide à la décision en France, Angers, France, 2012.
@inproceedings{guerard_1613,
title = {Approche système complexe pour la modélisation des Smart Grids},
author = {Guillaume Guérard and Sofiane Ben Amor},
url = {roadef2012.ima.uco.fr/index.htm},
year = {2012},
date = {2012-04-01},
booktitle = {Recherche opérationnelle et aide à la décision en France},
address = {Angers, France},
abstract = {L'objectif de ce papier est d'exposer des axes thématiques théoriques de recherche pour la conception d'un Smart Grid fiable et efficace, c'est-à -dire un réseau de distribution d'énergie électrique bidirectionnel non centralisé. Des nouvelles techniques et méthodes doivent rendre l'Energy Grid actuel plus flexible, accessible, fiable et économique. Certains appareils tels Linky sont déjà fonctionnels, mais la structure est poussée dans ses limites et n'est pas en mesure de supporter davantage de technologies analogiques ou numériques récentes.
Afin de garantir une modélisation efficace et une optimisation rapide de Smart Grids, nous devons les étudier de manière systémique afin d'en extraire les caractéristiques principales et le comportement des différents éléments composant le système global.},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Guillaume Guérard
Le nudge pour une meilleure entreprise Divers
Journal du Net, 2019.
@misc{guerard_1166,
title = {Le nudge pour une meilleure entreprise},
author = {Guillaume Guérard},
url = {https://www.journaldunet.com/management/direction-generale/1439886-le-nudge-pour-une-meilleure-entreprise/},
year = {2019},
date = {2019-06-01},
howpublished = {Journal du Net},
keywords = {},
pubstate = {published},
tppubtype = {misc}
}
Guillaume Guérard; Mathilde Lavelle
Le « nudge » peut-il nous aider à sauver la planète ? Divers
Les Echos, 2019.
@misc{guerard_1167,
title = {Le « nudge » peut-il nous aider à sauver la planète ?},
author = {Guillaume Guérard and Mathilde Lavelle},
url = {https://www.lesechos.fr/idees-debats/cercle/le-nudge-peut-il-nous-aider-a-sauver-la-planete-1034036},
year = {2019},
date = {2019-06-01},
howpublished = {Les Echos},
keywords = {},
pubstate = {published},
tppubtype = {misc}
}
Guillaume Guérard
Nos ingénieurs ont-ils réussi notre entrée dans la quatrième révolution industrielle Divers
Monde des Grandes Ecoles, 2019.
@misc{guerard_1297,
title = {Nos ingénieurs ont-ils réussi notre entrée dans la quatrième révolution industrielle},
author = {Guillaume Guérard},
url = {https://www.mondedesgrandesecoles.fr/nos-ingenieurs-ont-ils-reussi-notre-entree-dans-la-quatrieme-revolution-industrielle/},
year = {2019},
date = {2019-06-01},
volume = {85},
howpublished = {Monde des Grandes Ecoles},
keywords = {},
pubstate = {published},
tppubtype = {misc}
}
Guillaume Guérard
La « blockchain » ouvre la voie aux « centrales électriques virtuelles et décentralisées » Divers
Le Monde, 2018.
@misc{guerard_1576,
title = {La « blockchain » ouvre la voie aux « centrales électriques virtuelles et décentralisées »},
author = {Guillaume Guérard},
url = {https://www.lemonde.fr/idees/article/2018/03/05/la-blockchain-ouvre-la-voie-aux-centrales-electriques-virtuelles-et-decentralisees_5266043_3232.html},
year = {2018},
date = {2018-03-01},
howpublished = {Le Monde},
keywords = {},
pubstate = {published},
tppubtype = {misc}
}
Guillaume Guérard
Données et stockage de l'énergie Divers
Agoravox, 2018.
@misc{guerard_1164,
title = {Données et stockage de l'énergie},
author = {Guillaume Guérard},
url = {https://www.agoravox.fr/actualites/environnement/article/donnees-et-stockage-de-l-energie-201559},
year = {2018},
date = {2018-02-01},
howpublished = {Agoravox},
keywords = {},
pubstate = {published},
tppubtype = {misc}
}
Guillaume Guérard
Des blockchains dans le monde énergétique ? Divers
Le Monde de l'Energie, 2018.
@misc{guerard_1575,
title = {Des blockchains dans le monde énergétique ?},
author = {Guillaume Guérard},
url = {https://www.lemondedelenergie.com/blockchains-energie/2018/02/05/},
year = {2018},
date = {2018-02-01},
howpublished = {Le Monde de l'Energie},
keywords = {},
pubstate = {published},
tppubtype = {misc}
}
Guillaume Guérard
La blockchain séduit le monde de l'énergie Divers
Journal du Net, 2018.
@misc{guerard_1577,
title = {La blockchain séduit le monde de l'énergie},
author = {Guillaume Guérard},
url = {https://www.journaldunet.com/economie/services/1207239-la-blockchain-seduit-le-monde-de-l-enegie/},
year = {2018},
date = {2018-02-01},
howpublished = {Journal du Net},
keywords = {},
pubstate = {published},
tppubtype = {misc}
}
Guillaume Guérard
La face cachée des blockchains Divers
LinkedIn, 2018.
@misc{guerard_1165,
title = {La face cachée des blockchains},
author = {Guillaume Guérard},
url = {https://www.linkedin.com/pulse/la-face-cach%C3%A9e-des-blockchains-guillaume-gu%C3%A9rard/},
year = {2018},
date = {2018-01-01},
howpublished = {LinkedIn},
keywords = {},
pubstate = {published},
tppubtype = {misc}
}
Guillaume Guérard
La troisième révolution industrielle dans le réseau électrique Divers
Le Monde de l'Energie, 2017.
@misc{guerard_1574,
title = {La troisième révolution industrielle dans le réseau électrique},
author = {Guillaume Guérard},
url = {https://www.lemondedelenergie.com/revolution-industrielle-reseau-electrique/2017/12/22/},
year = {2017},
date = {2017-12-01},
howpublished = {Le Monde de l'Energie},
keywords = {},
pubstate = {published},
tppubtype = {misc}
}
Guillaume Guérard
Le stockage, une nécessité pour notre réseau électrique : dimensionnement. (4/5) Divers
LinkedIn, 2017.
@misc{guerard_653,
title = {Le stockage, une nécessité pour notre réseau électrique : dimensionnement. (4/5)},
author = {Guillaume Guérard},
url = {https://www.linkedin.com/pulse/le-stockage-une-n%C3%A9cessit%C3%A9-pour-notre-r%C3%A9seau-45-guillaume-gu%C3%A9rard/},
year = {2017},
date = {2017-10-01},
howpublished = {LinkedIn},
keywords = {},
pubstate = {published},
tppubtype = {misc}
}
Guillaume Guérard
Le stockage, une nécessité pour notre réseau électrique : smart grid. (5/5) Divers
LinkedIn, 2017.
@misc{guerard_651,
title = {Le stockage, une nécessité pour notre réseau électrique : smart grid. (5/5)},
author = {Guillaume Guérard},
url = {https://www.linkedin.com/pulse/le-stockage-une-n%C3%A9cessit%C3%A9-pour-notre-r%C3%A9seau-smart-grid-gu%C3%A9rard/},
year = {2017},
date = {2017-09-01},
howpublished = {LinkedIn},
keywords = {},
pubstate = {published},
tppubtype = {misc}
}
Guillaume Guérard
Le stockage, une nécessité pour notre réseau électrique : chaleur et magnétisme. (3/5) Divers
LinkedIn, 2017.
@misc{guerard_654,
title = {Le stockage, une nécessité pour notre réseau électrique : chaleur et magnétisme. (3/5)},
author = {Guillaume Guérard},
url = {https://www.linkedin.com/pulse/le-stockage-une-n%C3%A9cessit%C3%A9-pour-notre-r%C3%A9seau-chaleur-et-gu%C3%A9rard/},
year = {2017},
date = {2017-07-01},
howpublished = {LinkedIn},
keywords = {},
pubstate = {published},
tppubtype = {misc}
}
Guillaume Guérard
Le stockage, une nécessité pour notre réseau électrique. (1/5) Divers
LinkedIn, 2017.
@misc{guerard_650,
title = {Le stockage, une nécessité pour notre réseau électrique. (1/5)},
author = {Guillaume Guérard},
url = {https://www.linkedin.com/pulse/le-stockage-une-n%C3%A9cessit%C3%A9-pour-notre-r%C3%A9seau-guillaume-gu%C3%A9rard/},
year = {2017},
date = {2017-06-01},
howpublished = {LinkedIn},
keywords = {},
pubstate = {published},
tppubtype = {misc}
}
Guillaume Guérard
Le stockage, une nécessité pour notre réseau électrique : l'hydrogène. (2/5) Divers
LinkedIn, 2017.
@misc{guerard_652,
title = {Le stockage, une nécessité pour notre réseau électrique : l'hydrogène. (2/5)},
author = {Guillaume Guérard},
url = {https://www.linkedin.com/pulse/le-stockage-une-n%C3%A9cessit%C3%A9-pour-notre-r%C3%A9seau-guillaume-gu%C3%A9rard-1/},
year = {2017},
date = {2017-06-01},
howpublished = {LinkedIn},
keywords = {},
pubstate = {published},
tppubtype = {misc}
}
Guillaume Guérard
La méthode BIM, un atout pour construire plus écolo Divers
The Conversation, 2017.
@misc{guerard_199,
title = {La méthode BIM, un atout pour construire plus écolo},
author = {Guillaume Guérard},
url = {https://theconversation.com/la-methode-bim-un-atout-pour-construire-plus-ecolo-75244},
year = {2017},
date = {2017-04-01},
howpublished = {The Conversation},
keywords = {},
pubstate = {published},
tppubtype = {misc}
}
Guillaume Guérard; Estelle Cathelineau
Peut-on passer au 100% renouvelable ? Divers
LinkedIn, 2017.
@misc{guerard_649,
title = {Peut-on passer au 100% renouvelable ?},
author = {Guillaume Guérard and Estelle Cathelineau},
url = {https://www.linkedin.com/pulse/peut-on-passer-au-100-renouvelable-guillaume-gu%C3%A9rard/},
year = {2017},
date = {2017-04-01},
howpublished = {LinkedIn},
keywords = {},
pubstate = {published},
tppubtype = {misc}
}
Guillaume Guérard
Bâtiments intelligents : des méthodes en pleine évolution Divers
LinkedIn, 2017.
@misc{guerard_200,
title = {Bâtiments intelligents : des méthodes en pleine évolution},
author = {Guillaume Guérard},
url = {https://www.linkedin.com/pulse/le-b%C3%A2timent-intelligent-guillaume-gu%C3%A9rard/},
year = {2017},
date = {2017-03-01},
howpublished = {LinkedIn},
keywords = {},
pubstate = {published},
tppubtype = {misc}
}
Guillaume Guérard
Smart City : ces métiers qui travaillent à créer la ville de demain Divers
Cadre Emploi, 2017.
@misc{guerard_201,
title = {Smart City : ces métiers qui travaillent à créer la ville de demain},
author = {Guillaume Guérard},
url = {https://www.cadremploi.fr/editorial/actualites/actu-emploi/detail/article/smart-city-ces-metiers-qui-travaillent-a-creer-la-ville-de-demain.html},
year = {2017},
date = {2017-03-01},
howpublished = {Cadre Emploi},
keywords = {},
pubstate = {published},
tppubtype = {misc}
}
Guillaume Guérard
La question du changement climatique est devenue un problème mondial Divers
CGE, 2016.
@misc{guerard_202,
title = {La question du changement climatique est devenue un problème mondial},
author = {Guillaume Guérard},
url = {https://www.cge.asso.fr/liste-actualites/la-question-du-changement-climatique-est-devenue-un-probleme-mondial/},
year = {2016},
date = {2016-12-01},
howpublished = {CGE},
keywords = {},
pubstate = {published},
tppubtype = {misc}
}
Guillaume Guérard; Zeinab Nehai
Quand la blockchain sert à s'échanger de l'électricité Divers
The Conversation, 2016.
@misc{guerard_655,
title = {Quand la blockchain sert à s'échanger de l'électricité},
author = {Guillaume Guérard and Zeinab Nehai},
url = {https://theconversation.com/quand-la-blockchain-sert-a-sechanger-de-lelectricite-69512},
year = {2016},
date = {2016-11-01},
howpublished = {The Conversation},
keywords = {},
pubstate = {published},
tppubtype = {misc}
}
Guillaume Guérard
La transition énergétique, un terrain de jeu rêvé pour les ingénieurs Divers
Monde des Grandes Ecoles, 2016.
@misc{guerard_1571,
title = {La transition énergétique, un terrain de jeu rêvé pour les ingénieurs},
author = {Guillaume Guérard},
url = {https://www.mondedesgrandesecoles.fr/transition-energetique-terrain-de-jeu-reve-ingenieurs/},
year = {2016},
date = {2016-11-01},
howpublished = {Monde des Grandes Ecoles},
keywords = {},
pubstate = {published},
tppubtype = {misc}
}
Guillaume Guérard
L'évolution du rôle de l'ingénieur pour la transition énergétique Divers
Monde des Grandes Ecoles, 2016.
@misc{guerard_1572,
title = {L'évolution du rôle de l'ingénieur pour la transition énergétique},
author = {Guillaume Guérard},
url = {https://www.mondedesgrandesecoles.fr/levolution-role-de-lingenieur-transition-energetique/},
year = {2016},
date = {2016-11-01},
howpublished = {Monde des Grandes Ecoles},
keywords = {},
pubstate = {published},
tppubtype = {misc}
}
No posts by this author.
N'hésitez pas à contacter le service des admissions pour tout renseignement complémentaire :