Exploring thermal comfort of urban buildings based on local climate zones

J Ren, J Yang, Y Zhang, X **ao, JC **a, X Li… - Journal of Cleaner …, 2022 - Elsevier
Despite increasing attention to rising land surface temperatures (LSTs) and other climate
changes caused by urbanization, few studies have considered the characteristics of LST or …

Study on an adaptive thermal comfort model with K-nearest-neighbors (KNN) algorithm

L **ong, Y Yao - Building and Environment, 2021 - Elsevier
Compared with the static thermal comfort models like predicted mean vote (PMV) model,
adaptive thermal models have a wider range of adaptability. The traditional concept of …

Evaluation of the accuracy of PMV and its several revised models using the Chinese thermal comfort Database

H Du, Z Lian, D Lai, L Duanmu, Y Zhai, B Cao… - Energy and …, 2022 - Elsevier
The predicted mean vote (PMV) and its several revised models are widely used for the
prediction of thermal comfort. This study aims to assess their performances using the …

Interpretability analysis for thermal sensation machine learning models: An exploration based on the SHAP approach

Y Yang, Y Yuan, Z Han, G Liu - Indoor air, 2022 - Wiley Online Library
Abstract Machine learning models have been widely used for studying thermal sensations.
However, the black‐box properties of machine learning models lead to the lack of model …

Techno-economic and environmental performance assessment of radiative sky cooling-based super-cool roof applications in China

J Chen, L Lu, Q Gong, WY Lau, KH Cheung - Energy Conversion and …, 2021 - Elsevier
Integrating radiative sky cooling materials into buildings as a super-cool roof strategy can be
one of the most direct pathways to implement this passive cooling technology. Accordingly …

Innovating building energy regulations enabled by radiative sky cooling: Enhanced code of practice for overall thermal transfer value (OTTV) of super-cool roofs

J Chen, K Lin, A Pan, Y Zhu, TC Ho, Q Gong… - Energy Conversion and …, 2024 - Elsevier
Radiative sky cooling, which utilizes outer space as the cooling source for heat dissipation,
is attracting global interests for its ability to cool passively without using any energy …

Indoor thermal comfort evaluation of traditional dwellings in cold region of China: A case study in Guangfu Ancient City

Y Wang, Q Dong, H Guo, L Yin, W Gao, W Yao… - Energy and …, 2023 - Elsevier
Global climate change has led to increased differences in the indoor thermal environment of
traditional dwellings and residents' thermal adaptability, but quantitative research in this …

Balancing thermal comfort and energy conservation–A multi-objective optimization model for controlling air-condition and mechanical ventilation systems

CJ Lin, KJ Wang, TB Dagne, BH Woldegiorgis - Building and Environment, 2022 - Elsevier
Building air condition and mechanical ventilation (ACMV) systems which provide cooling
operations suffers from the balance between thermal comfort (TC) and energy consumption …

Multi-performance collaborative optimization of existing residential building retrofitting in extremely arid and hot climate zone: A case study in Turpan, China

G Shi, S Yao, J Song, W Bi, G Qin, P Ni - Journal of Building Engineering, 2024 - Elsevier
Multi-dimensional performance optimization of buildings is crucial to achieving comfort and
realizing green and sustainable development. This study developed a multi-performance …

[HTML][HTML] A new general formulation for the PMV thermal comfort index

A Laouadi - Buildings, 2022 - mdpi.com
The PMV index forms the basis of international thermal comfort standards. PMV was
developed based on empirical relationships between the metabolic rate of activity and the …