[HTML][HTML] Dynamic indoor thermal environment using reinforcement learning-based controls: Opportunities and challenges

A Chatterjee, D Khovalyg - Building and Environment, 2023 - Elsevier
Currently, the indoor thermal environment in many buildings is controlled by conventional
control techniques that maintain the indoor temperature within a prescribed deadband. The …

Influencing factors on thermal comfort and biosignals of occupant-a review

Y Kim, Y Shin, H Cho - Journal of Mechanical Science and Technology, 2021 - Springer
Thermal comfort has become one of the most important factors to be considered for the
working efficiency and health of occupants in an indoor space. In addition, it is considered in …

A local thermal sensation model suitable for thermal comfort evaluation of sensitive body segments

Z He, X Zhao, Y Yin, X Chen - Sustainable Cities and Society, 2023 - Elsevier
Nowadays, an indoor environment is created by heating, ventilation, air-conditioning, and
cooling (HVAC) systems that meet the cooling needs of occupants in summer, however …

Development of the data-driven thermal satisfaction prediction model as a function of human physiological responses in a built environment

JH Choi, D Yeom - Building and environment, 2019 - Elsevier
The purpose of this study is to investigate and determine the relationship between
occupants' thermal satisfaction and physiological responses in an office environment, and to …

Outdoor thermal comfort in different settings of a tropical planning region: A study on Sriniketan-Santiniketan Planning Area (SSPA), Eastern India

M Das, A Das, S Mandal - Sustainable Cities and Society, 2020 - Elsevier
Abstract Outdoor Thermal Comfort (OTC) is largely influenced by urban morphology and
geometry of the urban landscape. In this study, the Local Climatic Zones (LCZs) approach …

Cold and hot step-changes affecting thermal comfort and physiological indicators in winter

S Hu, M He, X Zhang, H Guan, P Song, R Liu, G Liu - Energy and Buildings, 2022 - Elsevier
This study reported subjective and physiological responses to cold and hot winter step-
changes, and explored the body's regulation mechanism. The step-change processes …

Human thermal perception in extremely cold environments: A study of overall and local responses

C Li, J Wu, C Fan, B Sun, Z Hu - Energy and Buildings, 2024 - Elsevier
Extreme weather has occurred frequently in recent years, which has a significant impact on
the thermal perception of people who need to work outdoors and people living in cold …

Investigating spatial impact on indoor personal thermal comfort

P Gong, Y Cai, Z Zhou, C Zhang, B Chen… - Journal of Building …, 2022 - Elsevier
Thermal comfort prediction is essential for both maintaining a favorable indoor environment
and reducing energy consumption. Predicted Mean Vote (PMV), as the most popular …

Modification and verification of the PMV model to improve thermal comfort prediction at low pressure

B Zhou, Y Huang, J Nie, L Ding, C Sun… - Journal of Thermal …, 2023 - Elsevier
The human body's thermal physiology changes due to atmospheric pressure, which
significantly impacts the perception of thermal comfort. To quantify this effect, an improved …

Prediction of human thermal comfort preference based on supervised learning

X Han, Z Hu, C Li, J Wu, C Li, B Sun - Journal of Thermal Biology, 2023 - Elsevier
Human thermal comfort is relevant to human life comfort and plays a pivotal role in
occupational health and thermal safety. To ensure that intelligent temperature-controlled …