Data mining in the construction industry: Present status, opportunities, and future trends
H Yan, N Yang, Y Peng, Y Ren - Automation in Construction, 2020 - Elsevier
The construction industry is experiencing remarkable growth in the data generation. Data
mining (DM) from considerable amount of data in the construction industry has emerged as …
mining (DM) from considerable amount of data in the construction industry has emerged as …
[HTML][HTML] Energy performance certificates—New opportunities for data-enabled urban energy policy instruments?
Energy performance certificates (EPC) were introduced in European Union to support
reaching energy efficiency targets by informing actors in the building sector about energy …
reaching energy efficiency targets by informing actors in the building sector about energy …
[HTML][HTML] How will future climate impact the design and performance of nearly zero energy buildings (NZEBs)?
Climate change, driven by greenhouse gas emissions, is a growing global concern,
threatening world-wide environment, health and economy. Energy needs for buildings are a …
threatening world-wide environment, health and economy. Energy needs for buildings are a …
Machine learning-based thermal response time ahead energy demand prediction for building heating systems
Energy demand prediction of building heating is conducive to optimal control, fault detection
and diagnosis and building intelligentization. In this study, energy demand prediction …
and diagnosis and building intelligentization. In this study, energy demand prediction …
What cause large regional differences in PM2. 5 pollutions in China? Evidence from quantile regression model
B Xu, B Lin - Journal of cleaner production, 2018 - Elsevier
China has become one of the most heavily polluted countries in the world with China's air
pollution attracting claims from some international media of its spread to neighboring …
pollution attracting claims from some international media of its spread to neighboring …
A hybrid data mining approach on BIM-based building operation and maintenance
Huge amounts of data are generated daily during the operation and maintenance (O&M)
phase of buildings. These accumulated data have the potential to provide deep information …
phase of buildings. These accumulated data have the potential to provide deep information …
Early predicting cooling loads for energy-efficient design in office buildings by machine learning
NT Ngo - Energy and Buildings, 2019 - Elsevier
Energy-efficient building design has become imperative for energy conservation, emissions
reduction, and life quality enhancement of occupant. Physics-based whole building energy …
reduction, and life quality enhancement of occupant. Physics-based whole building energy …
Demand side management optimization and energy labeling of multi-purpose buildings
A multi-purpose building with different applications such as residential, office, cultural,
restaurant, parking, etc. is analyzed in this research. The facilities in many multi-purpose …
restaurant, parking, etc. is analyzed in this research. The facilities in many multi-purpose …
Effect of building energy efficiency certificate on reducing energy consumption of non-residential buildings in South Korea
An accurate understanding of the effect of energy efficiency policies is a key to achieving
national goals. This study aims to analyze the effects of building energy efficiency certificates …
national goals. This study aims to analyze the effects of building energy efficiency certificates …
Novel approach of the integrated work & risk breakdown structure for identifying the hierarchy of fatal incident in construction industry
Given that the accident rate in the construction industry has remained higher than those in
other industries for decades, various techniques and tools have been proposed to control …
other industries for decades, various techniques and tools have been proposed to control …