output
20172025
most citedData-Driven Key Performance Indicators and Datasets for Building Energy Flexibility: A Review and Perspectives

125 citations

Showing cs.CEShow all

12 papers · 1 filter

cs.CE2022★ 5 cited

Learning port-Hamiltonian systems -- algorithms

Vladimir Salnikov, Antoine Falaize, Daria Loziienko

In this article we study the possibilities of recovering the structure of port-Hamiltonian systems starting from ``unlabelled'' ordinary differential equations describing mechanica…

cs.CE2022★ 9 cited

Surface transfer coefficients estimation for heat conduction problem using the Bayesian framework

Julien Berger, Clemence Legros

This work deals with an inverse two-dimensional nonlinear heat conduction problem to determine the top and lateral surface transfer coefficients. For this, the \textsc{B}ayesian fr…

cs.CE2022★ 1 cited

Assessing the wall energy efficiency design under climate change using POD reduced order model

Julien Berger, Cyrille Allery, Anaïs Machard

Within the environmental context, numerical modeling is a promising approach to assessing the energy efficiency of buildings. Resilient buildings need to be designed, and capable o…

cs.CE2021★ 16 cited

Estimation of the thermal properties of an historic building wall by combining Modal Identification Method and Optimal Experiment Design

Julien Berger, Benjamin Kadoch

The estimation of wall thermal properties by \emph{in situ} measurement enables to increase the reliability of the model predictions for building energy efficiency. Nevertheless, r…

cs.CE2021★ 21 cited

Searching an optimal experiment observation sequence to estimate the thermal properties of a multilayer wall under real climate conditions

Ainagul Jumabekova, Julien Berger, Aurélie Foucquier +1

The \emph{in situ} estimation of the thermal properties of existing building wall materials is a computationally expensive procedure. Its cost is highly proportional to the duratio…

cs.CE2021★ 25 cited

An efficient sensitivity analysis for energy performance of a building envelope: a continuous derivative based approach

Ainagul Jumabekova, Julien Berger, Aurélie Foucquier

Within the framework of building energy assessment, this article proposes to use a derivative based sensitivity analysis of heat transfer models in a building envelope. Two, global…

cs.CE2021★ 21 cited

An efficient two-dimensional heat transfer model for building envelopes

Julien Berger, Suelen Gasparin, Walter Mazuroski +1

A two-dimensional model is proposed for energy efficiency assessment through the simulation of heat transfer in building envelopes, considering the influence of the surrounding env…

cs.CE2021★ 4 cited

Parametric PGD model used with orthogonal polynomials to assess efficiently the building's envelope thermal performance

Marie-Hélène Azam, Julien Berger, Sihem Guernouti +2

Estimating the temperature field of a building envelope could be a time-consuming task. The use of a reduced-order method is then proposed: the Proper Generalized Decomposition met…

cs.CE2021★ 7 cited

Dimensionless formulation and similarity to assess the main phenomena of heat and mass transfer in building porous material

Julien Berger, Clemence Legros, Madina Abdykarim

Within the environmental context, several tools based on simulations have been proposed to analyze the physical phenomena of heat and mass transfer in porous materials. However, it…

cs.CE2021

Average reduced model to simulate solutions for heat and mass transfer through porous material

Julien Berger, Madina Abdykarim

The design of numerical tools to model the behavior of building materials is a challenging task. The crucial point is to save computational cost and maintain high accuracy of predi…

cs.CE2020

A new Hodge operator in Discrete Exterior Calculus. Application to fluid mechanics

Rama Ayoub, Aziz Hamdouni, Dina Razafindralandy

This article introduces a new and general construction of discrete Hodge operator in the context of Discrete Exterior Calculus (DEC). This discrete Hodge operator enables to circum…

cs.CE2017★ 1 cited

On the choice of homogenization method to achieve effective mechanical properties of composites reinforced by ellipsoidal and spherical particles

Viwanou Hounkpati, Vladimir Salnikov, Alexandre Vivet +1

In this paper, several rigorous numerical simulations were conducted to examine the relevance of mean-field micromechanical models compared to the Fast Fourier Transform full-field…