Real-time indoor thermal comfort prediction in campus buildings driven by deep learning algorithms
Thermal comfort prediction is vital in achieving a good indoor environment and efficient
energy management. However, thermal comfort is strongly nonlinear and dynamically …
energy management. However, thermal comfort is strongly nonlinear and dynamically …
Microclimatic HVAC system for nano painted rooms using PSO based occupancy regression controller
In this paper, PSO-OMRC model is proposed for heating ventilation and air conditioning
(HVAC) system. The PSO-OMRC predicts SPT in HVAC for energy saving and thermal …
(HVAC) system. The PSO-OMRC predicts SPT in HVAC for energy saving and thermal …
Digital twin-driven thermal error prediction for CNC machine tool spindle
Traditional methods for predicting thermal error ignore the correlation between physical
world data and virtual world data, leading to the low prediction accuracy of thermal errors …
world data and virtual world data, leading to the low prediction accuracy of thermal errors …
A personal thermal comfort model based on causal artificial intelligence: a physiological sensor-enabled causal identifiability
B Sahoh, M Kliangkhlao… - IEEE Journal of …, 2024 - ieeexplore.ieee.org
Personal thermal comfort affects occupants' health, well-being, and productivity. Its
satisfaction is subjective, based on individual characteristics and dynamic environments …
satisfaction is subjective, based on individual characteristics and dynamic environments …
Transfer learning in the transformer model for thermal comfort prediction: a case of limited data
X Zhang, P Li - Energies, 2023 - mdpi.com
The HVAC (Heating, Ventilation, and Air Conditioning) system is an important component of
a building's energy consumption, and its primary function is to provide a comfortable thermal …
a building's energy consumption, and its primary function is to provide a comfortable thermal …
Influence of psychological and personal factors on predicting individual's thermal comfort in an office building using linear estimation and machine learning model
M Nafiz, SA Zaki, PD Nadarajah… - Advances in Building …, 2024 - Taylor & Francis
Thermal comfort in the building affects occupants' health, productivity, and electricity use.
Predicting occupants' thermal comfort in advance will be helpful. Nowadays, a widely used …
Predicting occupants' thermal comfort in advance will be helpful. Nowadays, a widely used …
[HTML][HTML] Attention-based integrated deep neural network architecture for predicting the effectiveness of data center power usage
YC Shih, S Tamilarasan, CS Chen, OA Zargar… - International Journal of …, 2024 - Elsevier
Addressing the critical need for enhanced power usage effectiveness in data centers (DCs),
this study pioneers an improved convolutional long short-term memory with deep neural …
this study pioneers an improved convolutional long short-term memory with deep neural …
Data-Driven Smart Avatar for Thermal Comfort Evaluation in Chile
N Hormazábal, P Franco, D Urtubia, MA Ahmed - Buildings, 2023 - mdpi.com
This work proposes a data-driven decision-making approach to develop a smart avatar that
allows for evaluating the thermal comfort experienced by a user in Chile. The ANSI/ASHRAE …
allows for evaluating the thermal comfort experienced by a user in Chile. The ANSI/ASHRAE …
Supervisory optimal control using machine learning for building thermal comfort
S Abdufattokhov, N Mahamatov… - Operations Research …, 2022 - cejsh.icm.edu.pl
For the past few decades, control and building engineering communities have been
focusing on thermal comfort as a key factor in designing sustainable building evaluation …
focusing on thermal comfort as a key factor in designing sustainable building evaluation …
Factors Affecting Microclimate and Thermal Comfort in Outdoor Spaces: a literature review
H Achouri, D Djaghrouri… - Journal of Salutogenic …, 2024 - jsalutogenic.com
Rapid urban development is a contributor to the ongoing climate change, leading to rising
temperatures, frequent heat waves, and various environmental impacts. This created a …
temperatures, frequent heat waves, and various environmental impacts. This created a …