An Approach to Data Acquisition for Urban Building Energy Modeling Using a Gaussian Mixture Model and Expectation-Maximization Algorithm

In recent years, a building’s energy performance is becoming uncertain because of factors such as climate change, the Covid-19 pandemic, stochastic occupant behavior and inefficient building control systems. Sufficient measurement data is essential to predict and manage a building’s performance leve...

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Bibliographic Details
Main Authors: Mengjie Han, Zhenwu Wang, Xingxing Zhang
Format: Article
Language:English
Published: MDPI AG 2021-01-01
Series:Buildings
Subjects:
Online Access:https://www.mdpi.com/2075-5309/11/1/30