A systematic review of personal thermal comfort models
Personal comfort models have shown to predict specific thermal comfort requirements more
accurately than aggregate models, increasing occupant acceptability and associated energy …
accurately than aggregate models, increasing occupant acceptability and associated energy …
Intelligent building control systems for thermal comfort and energy-efficiency: A systematic review of artificial intelligence-assisted techniques
GH Merabet, M Essaaidi, MB Haddou… - … and Sustainable Energy …, 2021 - Elsevier
Building operations represent a significant percentage of the total primary energy consumed
in most countries due to the proliferation of Heating, Ventilation and Air-Conditioning …
in most countries due to the proliferation of Heating, Ventilation and Air-Conditioning …
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 …
Data-driven personal thermal comfort prediction: A literature review
Personal thermal comfort prediction modeling has become a trending topic in efforts to
improve individual indoor comfort, a notion that is closely related to the design and …
improve individual indoor comfort, a notion that is closely related to the design and …
[HTML][HTML] A hybrid active learning framework for personal thermal comfort models
Personal thermal comfort models are used to predict individual-level thermal comfort
responses to inform design and control decisions of buildings to achieve optimal …
responses to inform design and control decisions of buildings to achieve optimal …
Personal thermal comfort models based on physiological measurements–A design of experiments based review
Researchers have shown that the physiological-based personal comfort models (PCM) are
capable of addressing individual differences as well as transient thermal comfort. Given that …
capable of addressing individual differences as well as transient thermal comfort. Given that …
State-of-the-art, challenges and new perspectives of thermal comfort demand law for on-demand intelligent control of heating, ventilation, and air conditioning systems
The indoor thermal environment in buildings, industry, and other fields greatly affects human
thermal comfort, productivity, energy consumption, and even health. The heating, ventilation …
thermal comfort, productivity, energy consumption, and even health. The heating, ventilation …
A novel state of health prediction method for battery system in real-world vehicles based on gated recurrent unit neural networks
J Hong, K Li, F Liang, H Yang, C Zhang, Q Yang… - Energy, 2024 - Elsevier
State of health (SOH) is crucial to battery management system. However, SOH accuracy and
reliability is difficult to be guaranteed owing to complex ageing mechanisms and driving …
reliability is difficult to be guaranteed owing to complex ageing mechanisms and driving …
Prediction of individual thermal comfort based on ensemble transfer learning method using wearable and environmental sensors
Thermal comfort is a critical issue in achieving an acceptable indoor environment and
managing building energy use. However, it is difficult to precisely recognize thermal comfort …
managing building energy use. However, it is difficult to precisely recognize thermal comfort …
A comprehensive review of impact assessment of indoor thermal environment on work and cognitive performance-Combined physiological measurements and …
Ensuring occupants' work or cognitive performance and maintaining thermal comfort are
important targets of indoor thermal environment management. Physiological indicators are …
important targets of indoor thermal environment management. Physiological indicators are …