Estimation of Stationary Thermal Properties with Artificial Intelligence

Identifiers
ISBN: 2191530X
DOI: 10.1007/978-3-030-63629-6_4
Share
Statistics
View Usage Statistics
Metadata
Show full item record
Author
Bienvenido Huertas, David; Rubio Bellido, Carlos
Date
2021
Subject/s

Inteligencia Artificial

Algoritmos

Propiedades térmicas

Edificación residencial

Unesco Subject/s

1203.26 Simulación

3305.14 Viviendas

3305.90 Transmisión de Calor en la Edificación

1206.01 Construcción de Algoritmos

3311.02 Ingeniería de Control

Abstract

This chapter aims to develop a mathematical model by using MLP and RF to estimate the thermal transmittance of ISO 6946 (U6946) through in situ measured variables. For this purpose, the scheme of variables of HFM and THM is used. © 2021, The Author(s), under exclusive license to Springer Nature Switzerland AG.

This chapter aims to develop a mathematical model by using MLP and RF to estimate the thermal transmittance of ISO 6946 (U6946) through in situ measured variables. For this purpose, the scheme of variables of HFM and THM is used. © 2021, The Author(s), under exclusive license to Springer Nature Switzerland AG.

Collections