A preliminary analysis of some parameters' Importance in building Energy Efficiency assessment

• Tipo: Artigo em Livro de Atas de Conferência Internacional
• Data: 2017

Autores

Carlos C. António (Autor) FEUP; Hugo Santos (Autor) Outra; Rosa Oliveira (Autor) Outra; Eduardo O. Fernandes (Autor) FEUP

Ata de Conferência Internacional

Título: Mechanics and Materials in Design

Páginas: 1467-1476

M2D2017 - 7 th International Conference on MECHANICS AND MATERIALS IN DESIGN

Albufeira/Portugal, 11-15 June

Indexação

ISI Web of Knowledge - 0 Citações

Classificação Científica

CORDIS: Ciências Tecnológicas

FOS: Ciências da engenharia e tecnologias

Outras Informações

ID Authenticus: P-00N-TTJ

Abstract (EN): The objective of this work is to implement a meta-modelling method for sensitivity analysis in both building energy analysis models and prioritizing energy saving measures. So, a hybrid approach based on artificial neural network (ANN) and Monte Carlo (MC) simulation is proposed using information from a buildings' energy certification database. A detailed study of interactions between parameters is performed together with a variance-based method aiming at obtaining the Sobol indices for sensitivity analysis. The sensitivities of energy performance outcomes relatively to building parameters are obtained and the importance of each parameter is outlined.

Idioma: Inglês

Tipo (Avaliação Docente): Científica

Nº de páginas: 10