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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....

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Yaolin Lin, Luqi Zhao, Xiaohong Liu, Wei Yang, Xiaoli Hao, Lin Tian
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI AG 2021-05-01
Schriftenreihe:Buildings
Schlagworte:
design optimization
green roof
passive building
energy consumption
machine learning
visual comfort
Online-Zugang:https://www.mdpi.com/2075-5309/11/5/192
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