Design Optimization of a Passive Building with Green Roof through Machine Learning and Group Intelligent Algorithm

This paper proposed an optimization method to minimize the building energy consumption and visual discomfort for a passive building in Shanghai, China. A total of 35 design parameters relating to building form, envelope properties, thermostat settings, and green roof configurations were considered....

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Detalhes bibliográficos

Principais autores:	Yaolin Lin, Luqi Zhao, Xiaohong Liu, Wei Yang, Xiaoli Hao, Lin Tian
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2021-05-01
coleção:	Buildings
Assuntos:	design optimization green roof passive building energy consumption machine learning visual comfort
Acesso em linha:	https://www.mdpi.com/2075-5309/11/5/192
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