Prediction of Occupant Behavior toward Natural Ventilation in Japanese Dwellings: Machine Learning Models and Feature Selection

Prediction of Occupant Behavior toward Natural Ventilation in Japanese Dwellings: Machine Learning Models and Feature Selection

Occupant behavior based on natural ventilation has a significant impact on building energy consumption. It is important for the quantification of occupant-behavior models to select observed variables, i.e., features that affect the state of window opening and closing, and to consider machine learnin...

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Bibliographic Details
Main Authors: Kaito Furuhashi, Takashi Nakaya, Yoshihiro Maeda
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Energies
Subjects:
occupant behavior
natural ventilation
machine learning
prediction
Japanese dwellings
Online Access:https://www.mdpi.com/1996-1073/15/16/5993

Internet

https://www.mdpi.com/1996-1073/15/16/5993

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