425 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Centre National de la Recherche ScientifiqueFR43 papers
- EDF Energy (United Kingdom)GB24 papers
- CERMICSFR17 papers
- Université Paris-SaclayFR17 papers
- Institut de Mathématiques de ToulouseFR16 papers
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR14 papers
- Institut national de recherche en sciences et technologies du numériqueFR14 papers
- Laboratoire de Probabilités, Statistique et ModélisationFR14 papers
- Université Toulouse III - Paul SabatierFR13 papers
- Centre de Mathématiques Appliquées de l'École polytechniqueFR12 papers
- École PolytechniqueFR12 papers
- Laboratoire de Probabilités et Modèles AléatoiresFR12 papers
14 papers · 1 filter
Novel paradigms for advanced distribution grid energy management
José Horta, Daniel Kofman, David Menga
The electricity distribution grid was not designed to cope with load dynamics imposed by high penetration of electric vehicles, neither to deal with the increasing deployment of di…
Fast and stable multivariate kernel density estimation by fast sum updating
Nicolas Langrené, Xavier Warin
Kernel density estimation and kernel regression are powerful but computationally expensive techniques: a direct evaluation of kernel density estimates at evaluation points give…
Demand Side Management in the Smart Grid: an Efficiency and Fairness Tradeoff
Paulin Jacquot, Olivier Beaude, Stéphane Gaubert +1
We compare two Demand Side Management (DSM) mechanisms, introduced respectively by Mohsenian-Rad et al (2010) and Baharlouei et al (2012), in terms of efficiency and fairness. Each…
Introducing machine learning for power system operation support
Benjamin Donnot, Isabelle Guyon, Marc Schoenauer +2
We address the problem of assisting human dispatchers in operating power grids in today's changing context using machine learning, with theaim of increasing security and reducing c…
Nonnegative matrix factorization with side information for time series recovery and prediction
Jiali Mei, Yohann De Castro, Yannig Goude +2
Motivated by the reconstruction and the prediction of electricity consumption, we extend Nonnegative Matrix Factorization~(NMF) to take into account side information (column or row…
Hybrid High-Order methods for finite deformations of hyperelastic materials
Mickaël Abbas, Alexandre Ern, Nicolas Pignet
We devise and evaluate numerically Hybrid High-Order (HHO) methods for hyperelastic materials undergoing finite deformations. The HHO methods use as discrete unknowns piecewise pol…
Log-barrier interior point methods are not strongly polynomial
Xavier Allamigeon, Pascal Benchimol, Stéphane Gaubert +1
We prove that primal-dual log-barrier interior point methods are not strongly polynomial, by constructing a family of linear programs with inequalities in dimension for…
Sensitivity analysis using perturbed-law based indices for quantiles and application to an industrial case
Roman Sueur, Bertrand Iooss, Thibault Delage
In this paper, we present perturbed law-based sensitivity indices and how to adapt them for quantile-oriented sensitivity analysis. We exhibit a simple way to compute these indices…
Monte-Carlo acceleration: importance sampling and hybrid dynamic systems
H. Chraibi, A. Dutfoy, T. Galtier +1
The reliability of a complex industrial system can rarely be assessed analytically. As system failure is often a rare event, crude Monte-Carlo methods are prohibitively expensive f…
Fast calibrated additive quantile regression
M. Fasiolo, S. N. Wood, M. Zaffran +2
We propose a novel framework for fitting additive quantile regression models, which provides well calibrated inference about the conditional quantiles and fast automatic estimation…
Uncertainty and sensitivity analysis of functional risk curves based on Gaussian processes
Bertrand Iooss, Loïc Le Gratiet
A functional risk curve gives the probability of an undesirable event as a function of the value of a critical parameter of a considered physical system. In several applicative sit…
A Benchmark on Reliability of Complex Discrete Systems: Emergency Power Supply of a Nuclear Power Plant
Marc Bouissou
This paper contains two parts: the description of a real electrical system, with many redundancies, reconfigurations and repairs, then the description of a reliability model of thi…
Optimal compromise between incompatible conditional probability distributions, with application to Objective Bayesian Kriging
Joseph Muré
Models are often defined through conditional rather than joint distributions, but it can be difficult to check whether the conditional distributions are compatible, i.e. whether th…
Probabilistic risk bounds for the characterization of radiological contamination
Géraud Blatman, Thibault Delage, Bertrand Iooss +1
The radiological characterization of contaminated elements (walls, grounds, objects) from nuclear facilities often suffers from a too small number of measurements. In order to dete…