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

Author:

Azam Marie-Hélène12ORCID,Berger Julien3,Guernouti Sihem12,Poullain Philippe1,Musy Marjorie12

Affiliation:

1. IUT de Saint-Nazaire, Département Génie Civil, Université de Nantes, Saint Nazaire, France

2. Cerema, Equipe de Recherche BPE, Nantes, France

3. Laboratoire des Sciences de l’Ingénieur pour l’Environnement (LaSIE), La Rochelle Université, CNRS, La Rochelle, France

Publisher

Informa UK Limited

Subject

Computer Science Applications,Modeling and Simulation,Building and Construction,Architecture

Reference31 articles.

1. An error estimator for separated representations of highly multidimensional models

2. A mixed POD–PGD approach to parametric thermal impervious soil modeling: Application to canyon streets

3. Azam, Marie-Hélène, Sihem Guernouti, Marjorie Musy, and Philippe Poullain. Sept. 2-4, 2019. “How to Perform an Efficient Learning Process for a Combined Pod and pgd Soil Urban Thermal Model? Application to Canyon Streets.” In Proceedings of the 16th IBPSA Conference Rome, Italy, Vol. 29, 3155–3162. http://www.ibpsa.org/building-simulation-2019.

4. Intelligent co-simulation: neural network vs. proper orthogonal decomposition applied to a 2D diffusive problem

5. An innovative method for the design of high energy performance building envelopes

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