Frédéric Suard

Commissariat à l'Énergie Atomique et aux Énergies Alternatives — France

Engineering · Physical Sciences

14h-index3.4kcitations49works0.02yr avg
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Research Topics

Advanced Battery Technologies Research(8), Advancements in Battery Materials(7), Video Surveillance and Tracking Methods(7), Building Energy and Comfort Optimization(6), Advanced Image and Video Retrieval Techniques(6)

Publications49 total

Statistical indicator for the detection of anomalies in gas, electricity and water consumption: Application of smart monitoring for educational buildings
Energy and Buildings·2019· 15 citedOpen Access
Saving energy by anticipating hot water production: identification of key points for an efficient statistical model integration
Artificial intelligence for engineering design analysis and manufacturing·2019· 7 citedOpen Access
Méthode statistique de classification automatique des mesures de consommations de bâtiments d’enseignement en eau, gaz et électricité pour la mise en évidence d’anomalies de fonctionnement
SPIRE - Sciences Po Institutional REpository·2018Open Access
Energy Transition: Context - Technologies - Scope of Application - Outlook. Clefs CEA no. 65, January 2018
2018
Automatic reconstruction of 3D building models from scanned 2D floor plans
Automation in Construction·2015· 130 cited
Cost-effective reconstruction of BIM from 2D scanned plan : experiments on existing buildings
HAL (Le Centre pour la Communication Scientifique Directe)·2015Open Access
A novel approach to 2D drawings-based reconstruction of 3D building digital models
WIT transactions on the built environment·2015· 2 citedOpen Access
Statistical Modeling for Real Domestic Hot Water Consumption Forecasting
Energy Procedia·2015· 49 citedOpen Access
Review: reconstruction of 3D building information models from 2D scanned plans
Journal of Building Engineering·2015· 117 cited
From a novel classification of the battery state of charge estimators toward a conception of an ideal one
Journal of Power Sources·2015· 45 citedOpen Access
Electric vehicles performance estimation through a patterns extraction and classification methodology
Journal of Power Sources·2014· 9 citedOpen Access
Battery Capacity Estimation and Health Management of an Electric Vehicle Fleet
2014· 3 citedOpen Access
A Real-time Data-driven Method for Battery Health Prognostics in Electric Vehicle Use
PHM Society European Conference·2014· 18 citedOpen Access
A robust regularization path for the Doubly Regularized Support Vector Machine.
2014· 2 citedOpen Access
Elaboration de maquettes BIM à partir de plans 2D scannés. O. Celnik, E. Lebègue, eds.
HAL (Le Centre pour la Communication Scientifique Directe)·2014
Effect Of Wall Merging On A Simplified Building Energy Model: Accuracy Vs Number Of Equations
Building Simulation Conference proceedings·2013· 7 citedOpen Access
Statistical analysis for understanding and predicting battery degradations in real-life electric vehicle use
Journal of Power Sources·2013· 97 citedOpen Access
A review on lithium-ion battery ageing mechanisms and estimations for automotive applications
Journal of Power Sources·2013· 1.6k citedOpen Access
Analysis of the main factors influencing the energy consumption of electric vehicles
2013· 51 citedOpen Access
Statistical Method Tools to Analyze Ageing Effects on Li-Ion Battery Performances
SAE technical papers on CD-ROM/SAE technical paper series·2013· 5 cited
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Frequent Co-authors

Alain Rakotomamonjy(12), Mathias Gérard(8), Delphine Riu(7), Abdelaziz Bensrhair(7), Anthony Barré(6), Sylvain Robert(5), Khaldoun Zreik(5), David Mercier(5), Alberto Broggi(4), Arnaud Jay(3), Lucile Gimenez(3), Maxime Montaru(3), Benjamin Deguilhem(2), Sébastien Grolleau(2), Aurélie Foucquier(2), Aurore Lomet(2), David Chèze(2), Mostafa Akil(2), Pierre Tittelein(2), Didier Defer(2)