BIM-enabled facilities operation and maintenance: A review

X Gao, P Pishdad-Bozorgi - Advanced engineering informatics, 2019 - Elsevier
Building Information modeling (BIM) has the potential to advance and transform facilities
Operation and Maintenance (O&M) by providing a platform for facility managers to retrieve …

The gap between predicted and measured energy performance of buildings: A framework for investigation

P De Wilde - Automation in construction, 2014 - Elsevier
There often is a significant difference between predicted (computed) energy performance of
buildings and actual measured energy use once buildings are operational. This article …

Data science for building energy management: A review

M Molina-Solana, M Ros, MD Ruiz… - … and Sustainable Energy …, 2017 - Elsevier
The energy consumption of residential and commercial buildings has risen steadily in recent
years, an increase largely due to their HVAC systems. Expected energy loads …

Data mining in building automation system for improving building operational performance

F Xiao, C Fan - Energy and buildings, 2014 - Elsevier
Today's building automation system (BAS) provides us with a tremendous amount of data on
actual building operation. Buildings are becoming not only energy-intensive, but also …

A framework for knowledge discovery in massive building automation data and its application in building diagnostics

C Fan, F Xiao, C Yan - Automation in Construction, 2015 - Elsevier
Abstract Building Automation System (BAS) plays an important role in building operation
nowadays. A huge amount of building operational data is stored in BAS; however, the data …

Development and implementation of automated fault detection and diagnostics for building systems: A review

Z Shi, W O'Brien - Automation in Construction, 2019 - Elsevier
This article reviews the current research on the development and implementation of
automated fault detection and diagnostics (AFDD) technology for building systems. This …

A review on machine learning algorithms to predict daylighting inside buildings

M Ayoub - Solar energy, 2020 - Elsevier
Steep increases in air temperatures and CO 2 emissions have been associated with the
global demand for energy. This is coupled with population growth and improved living …

Predictive models for daylight performance of general floorplans based on CNN and GAN: A proof-of-concept study

Q He, Z Li, W Gao, H Chen, X Wu, X Cheng… - Building and …, 2021 - Elsevier
A daylight performance evaluation at the early design stage is essential for a building
morphology design and optimization, having a tremendous influence on energy …

[HTML][HTML] A comprehensive survey on load forecasting hybrid models: Navigating the Futuristic demand response patterns through experts and intelligent systems

K Fida, U Abbasi, M Adnan, S Iqbal… - Results in Engineering, 2024 - Elsevier
Load forecasting is a crucial task, which is carried out by utility companies for sake of power
grids' successful planning, optimized operation and control, enhanced performance, and …

A review on sustainable construction management strategies for monitoring, diagnosing, and retrofitting the building's dynamic energy performance: Focused on the …

T Hong, C Koo, J Kim, M Lee, K Jeong - Applied Energy, 2015 - Elsevier
According to a press release, the building sector accounts for about 40% of the global
primary energy consumption. Energy savings can be achieved in the building sector by …