Building Operations | List of Frontiers open access articles

Original Research

Published on 03 Mar 2026

Integration of digital twins and machine learning for predictive maintenance using APAR method rules in non-residential buildings

in Indoor Environment

Haneen Rebhi Yousef Zabadi
Fitsum Asrat Zemedkun
Haidar Hosamo
Dimitrios Kraniotis

Frontiers in Built Environment

doi 10.3389/fbuil.2025.1734945

873 views

Methods

Published on 30 May 2024

Optimizing office building operations: a framework for continuous dynamic energy simulations in decision-making for efficiency

in Building Information Modelling (BIM)

Anatolijs Borodinecs
Arturs Palcikovskis
Andris Krumins
Kristina Lebedeva

Frontiers in Built Environment

doi 10.3389/fbuil.2024.1405182

4,248 views
11 citations

Review

Published on 29 Mar 2021

A Review on Data Preprocessing Techniques Toward Efficient and Reliable Knowledge Discovery From Building Operational Data

in Sustainable Energy Systems

Cheng Fan
Meiling Chen
Xinghua Wang
Jiayuan Wang
Bufu Huang

Frontiers in Energy Research

doi 10.3389/fenrg.2021.652801

74,794 views
400 citations

Original Research

Published on 20 Feb 2024

Showcasing a digital twin for higher educational buildings: developing the concept toward human centricity

in Building Information Modelling (BIM)

Katarina Bäcklund
Per Lundqvist
Marco Molinari

Frontiers in Built Environment

doi 10.3389/fbuil.2024.1347451

10,200 views
19 citations

Original Research

Published on 28 May 2024

Decomposition, decoupling and dynamic prediction of carbon emissions from city-level building operations: a case study of the Yangtze River Delta

in Interdisciplinary Climate Studies

Zhuoyao Wang

Frontiers in Environmental Science

doi 10.3389/fenvs.2024.1388739

2,606 views
5 citations

Original Research

Published on 02 May 2022

The Information Gap in Occupant-Centric Building Operations: Lessons Learned from Interviews with Building Operators in Germany

in Indoor Environment

Jakob Hahn
Sarah Heiler
Michael B. Kane
Sumee Park
Werner Jensch

Frontiers in Built Environment

doi 10.3389/fbuil.2022.838859

6,435 views
21 citations

Articles

Integration of digital twins and machine learning for predictive maintenance using APAR method rules in non-residential buildings

Optimizing office building operations: a framework for continuous dynamic energy simulations in decision-making for efficiency

A Review on Data Preprocessing Techniques Toward Efficient and Reliable Knowledge Discovery From Building Operational Data

Showcasing a digital twin for higher educational buildings: developing the concept toward human centricity

Decomposition, decoupling and dynamic prediction of carbon emissions from city-level building operations: a case study of the Yangtze River Delta

The Information Gap in Occupant-Centric Building Operations: Lessons Learned from Interviews with Building Operators in Germany