Prediction and correlation analysis of ventilation performance in a residential building using artificial neural network models based on data-driven analysis

This study investigates approaches to evaluate prediction and correlation how significantly mechanical and natural ventilation rate and local weather conditions affect the actual ventilation performance of a residential building using Artificial Neural Network (ANN) algorithms: Feedforward networks...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Sustainable Cities and Society (SCS) 2022
Hauptverfasser:	Kim, Moon Keun, Cremers, Bart, Liu, Jiying, Zhang, Jianhua, Wang, Junqi
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks Environmental elements Mechanical ventilation Natural ventilation Ventilation performance predictions
Online-Zugang:	Volltext bestellen
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!