Smart detection of indoor occupant thermal state via infrared thermography, computer vision, and machine learning

Y He, H Zhang, E Arens, A Merritt, C Huizenga… - Building and …, 2023 - Elsevier
The ability to measure occupants' thermal state in real time will enable major advances in
the control of air conditioning systems. This study proposes predicting occupant thermal …

Indoor air quality in day-care centres: a global review

WU Anake, EA Nnamani - Air Quality, Atmosphere & Health, 2023 - Springer
A healthy indoor environment is critical for children due to the severe effect of poor indoor air
quality (IAQ) on their overall well-being. Day-care centres (DCCs) are important indoor …

Influence of residential physical environments on occupant experience: Considering the moderating effects of indoor plants and climate zones

L Xu, Z Zhang - Engineering, Construction and Architectural …, 2024 - emerald.com
Purpose Home is a place/system/product that becomes increasingly occupied with various
tasks used to be performed in workplaces. However, the knowledge of the relationship …

[Retracted] An Intelligent Optimization for Building Design Based on BP Neural Network and SPEA‐II Multiobjective Algorithm

H Xu - Computational intelligence and neuroscience, 2022 - Wiley Online Library
With the continuous development of the field of building optimization, more and more
optimization methods have sprung up, among which there are many kinds of intelligent …

Machine learning techniques in indoor environmental quality assessment

MK Gajendran, IFSA Kabir, EEYK Ng, S Vadivelu… - 2023 - econpapers.repec.org
This chapter provides a comprehensive exploration of the evolving role of machine learning
in Indoor Environmental Quality (IEQ) assessment. As urban living spaces become …

Evaluating annual thermal discomfort time ratio of indoor occupants caused by solar radiation using a novel model

X **ang, Y He, N Li - Architectural Intelligence, 2024 - Springer
Thermal comfort of indoor occupants exposed to solar radiation is receiving widespread
attention. Researchers have proposed many models to predict solar radiation and related …