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

نویسندگان

چکیده

Estimating the temperature field of a building envelope could be time-consuming task. The use reduced-order method is then proposed: Proper Generalized Decomposition method. solution transient heat equation re-written as function its parameters: boundary conditions, initial condition, etc. To avoid tremendous number parameters, condition parameterized. This usually done by using Orthogonal to provide an optimal basis. Building this basis requires data and learning strategy. As alternative, orthogonal polynomials (Chebyshev, Legendre) here proposed.

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ژورنال

عنوان ژورنال: Journal of Building Performance Simulation

سال: 2021

ISSN: ['1940-1507', '1940-1493']

DOI: https://doi.org/10.1080/19401493.2020.1868577