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Indoor air quality and health in schools: A critical review for develo** the roadmap for the future school environment
Several research studies have ranked indoor pollution among the top environmental risks to
public health in recent years. Good indoor air quality is an essential component of a healthy …
public health in recent years. Good indoor air quality is an essential component of a healthy …
A review of machine learning in building load prediction
The surge of machine learning and increasing data accessibility in buildings provide great
opportunities for applying machine learning to building energy system modeling and …
opportunities for applying machine learning to building energy system modeling and …
A review of data-driven approaches for prediction and classification of building energy consumption
A recent surge of interest in building energy consumption has generated a tremendous
amount of energy data, which boosts the data-driven algorithms for broad application …
amount of energy data, which boosts the data-driven algorithms for broad application …
Machine learning for estimation of building energy consumption and performance: a review
Ever growing population and progressive municipal business demands for constructing new
buildings are known as the foremost contributor to greenhouse gasses. Therefore …
buildings are known as the foremost contributor to greenhouse gasses. Therefore …
[HTML][HTML] A review of data mining technologies in building energy systems: Load prediction, pattern identification, fault detection and diagnosis
With the advent of the era of big data, buildings have become not only energy-intensive but
also data-intensive. Data mining technologies have been widely utilized to release the …
also data-intensive. Data mining technologies have been widely utilized to release the …
Data science for building energy management: A review
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 …
years, an increase largely due to their HVAC systems. Expected energy loads …
Building age as an indicator for energy consumption
M Aksoezen, M Daniel, U Hassler, N Kohler - Energy and Buildings, 2015 - Elsevier
Current energy consumption estimates for building stocks rarely use measured data.
Calculated data of supposed representative buildings are extrapolated to a wider building …
Calculated data of supposed representative buildings are extrapolated to a wider building …
[HTML][HTML] Recent advances in data mining and machine learning for enhanced building energy management
Due to the recent advancements in the Internet of Things and data science techniques, a
wide range of studies have investigated the use of data mining (DM) and machine learning …
wide range of studies have investigated the use of data mining (DM) and machine learning …
Minimizing energy consumption for artificial lighting in a typical classroom of a Hellenic public school aiming for near Zero Energy Building using LED DC luminaires …
The energy consumption for the artificial lighting in school buildings is one of the main
consumers of electricity. In Greece, there is a large number of school buildings with quite old …
consumers of electricity. In Greece, there is a large number of school buildings with quite old …
Grading buildings on energy performance using city benchmarking data
As the effects of anthropogenic climate change become more pronounced, local and federal
governments are turning towards more aggressive policies to reduce energy use in existing …
governments are turning towards more aggressive policies to reduce energy use in existing …