Application of machine learning in thermal comfort studies: A review of methods, performance and challenges
ZQ Fard, ZS Zomorodian, SS Korsavi - Energy and Buildings, 2022 - Elsevier
This paper provides a systematic review on the application of Machine Learning (ML) in
thermal comfort studies to highlight the latest methods and findings and provide an agenda …
thermal comfort studies to highlight the latest methods and findings and provide an agenda …
Indoor air quality monitoring systems based on internet of things: A systematic review
Indoor air quality has been a matter of concern for the international scientific community.
Public health experts, environmental governances, and industry experts are working to …
Public health experts, environmental governances, and industry experts are working to …
Sensors for indoor air quality monitoring and assessment through Internet of Things: a systematic review
The growing populations around the world are closely associated with rising levels of air
pollution. The impact is not restricted to outdoor areas. Moreover, the health of building …
pollution. The impact is not restricted to outdoor areas. Moreover, the health of building …
Logistics 4.0 in warehousing: a conceptual framework of influencing factors, benefits and barriers
S Perotti, RFB Santacruz, P Bremer… - The International Journal …, 2022 - emerald.com
Purpose In the last decade, the Industry 4.0 paradigm had started to rapidly expand to the
logistics domain. However, Logistics 4.0 is still in an early adoption stage: some areas such …
logistics domain. However, Logistics 4.0 is still in an early adoption stage: some areas such …
Sensing physiological and environmental quantities to measure human thermal comfort through machine learning techniques
N Morresi, S Casaccia, M Sorcinelli… - IEEE Sensors …, 2021 - ieeexplore.ieee.org
This paper presents the results from the experimental application of smartwatch sensors to
predict occupants' thermal comfort under varying environmental conditions. The goal is to …
predict occupants' thermal comfort under varying environmental conditions. The goal is to …
Personal assessment of urban heat exposure: a systematic review
N Nazarian, JKW Lee - Environmental Research Letters, 2021 - iopscience.iop.org
To fully address the multi-faceted challenges of urban heat, it is paramount that humans are
placed at the center of the agenda. This is manifested in a recent shift in urban heat studies …
placed at the center of the agenda. This is manifested in a recent shift in urban heat studies …
[HTML][HTML] Off-the-shelf wearable sensing devices for personalized thermal comfort models: a systematic review on their use in scientific research
A Costantino, M Ferrara, M Arnesano… - Journal of Building …, 2023 - Elsevier
Human thermal comfort depends on objective variables-related to the environment-and to
subjective variables, related to physiological conditions. While the former are relatively easy …
subjective variables, related to physiological conditions. While the former are relatively easy …
Determining factors that affect student performance using various machine learning methods
NR Beckham, LJ Akeh, GNP Mitaart… - Procedia Computer …, 2023 - Elsevier
Students face problems that might hinder their academic pursuit toward success, problems
ranging from trivial matters such as class condition, feeling of the student to severe matters …
ranging from trivial matters such as class condition, feeling of the student to severe matters …
Examination of human interaction on indoor environmental quality variables: A case study of libraries at the University of Alberta
C Shum, Y Alipouri, L Zhong - Building and Environment, 2022 - Elsevier
It is well-known that indoor environmental quality (IEQ) can be affected by the occupants and
their activities in indoor environments. What is essential to be investigated is the impact of …
their activities in indoor environments. What is essential to be investigated is the impact of …
A comprehensive survey about thermal comfort under the IoT paradigm: Is crowdsensing the new horizon?
V Tomat, AP Ramallo-González, AF Skarmeta Gómez - Sensors, 2020 - mdpi.com
This paper presents a review of technologies under the paradigm 4.0 applied to the study of
the thermal comfort and, implicitly, energy efficiency. The research is based on the analysis …
the thermal comfort and, implicitly, energy efficiency. The research is based on the analysis …