Results 21 to 30 of about 27,168 (260)

Predicting education building occupants’ thermal sensation through CatBoost-DF algorithm

Applied Artificial Intelligence, 2023
A novel machine learning method, named CatBoost-DF (CatBoost deep forest), is proposed to solve this existing problem of low accuracy and lack of practicality in thermal sensation prediction.
Jianji Ren, Yuming Liu, Yongliang Yuan, Haiyan Yan, Haiqing Liu   +4 more
doaj   +1 more source

Enhancing cooling performance via airflow temperature fluctuations [PDF]

E3S Web of Conferences, 2019
In ventilated and air-conditioned indoor environment, air movement substantially impacts thermal sensation and comfort of occupants from the point of view of whole body and local thermal sensation.
Lampret Žiga, Krese Gorazd, Prek Matjaž   +2 more
doaj   +1 more source

Correlations among Firing Rates of Tactile, Thermal, Gustatory, Olfactory, and Auditory Sensations Mimicked by Artificial Hybrid Fluid (HF) Rubber Mechanoreceptors

Sensors, 2023
In order to advance the development of sensors fabricated with monofunctional sensation systems capable of a versatile response to tactile, thermal, gustatory, olfactory, and auditory sensations, mechanoreceptors fabricated as a single platform with an ...
Kunio Shimada
doaj   +1 more source

The response of human thermal sensation and its prediction to temperature step-change (cool-neutral-cool). [PDF]

PLoS ONE, 2014
This paper reports on studies of the effect of temperature step-change (between a cool and a neutral environment) on human thermal sensation and skin temperature.
Xiuyuan Du, Baizhan Li, Hong Liu, Dong Yang, Wei Yu, Jianke Liao, Zhichao Huang, Kechao Xia   +7 more
doaj   +1 more source

Building Thermal Comfort Research Based on Energy-Saving Concept

Advances in Materials Science and Engineering, 2021
Under the trend of building green and comfortable development, effective control of building energy consumption has become one of the problems that countries are actively facing to solve.
Feiran Xue, Jingyuan Zhao
doaj   +1 more source

Research on Thermal Sensation Prediction in Shoulder Seasons Using Machine Learning Based on Infrared Thermal Imaging

Buildings
Existing thermal sensation prediction models typically examine the relationship between skin temperature and thermal sensation during cooling or heating seasons.
Qian Liu, Wei Li, Junhong Li, Kang Mu, Xiaoqin Sun, Weizhen Liu, Jili Zhang   +6 more
doaj   +1 more source

Towards Online Personalized-Monitoring of Human Thermal Sensation Using Machine Learning Approach

Applied Sciences, 2019
Thermal comfort and sensation are important aspects of building design and indoor climate control, as modern man spends most of the day indoors. Conventional indoor climate design and control approaches are based on static thermal comfort/sensation ...
Ali Youssef, Ahmed Youssef Ali Amer, Nicolás Caballero, Jean-Marie Aerts   +3 more
doaj   +1 more source

Personalized Human Thermal Sensation Prediction Based on Bayesian-Optimized Random Forest

Buildings
Establishing a predictive model for human thermal sensation serves as the fundamental theoretical basis for intelligent control of building HVAC systems based on thermal comfort.
Hao Yang, Maoyu Ran
doaj   +1 more source

Skin Heat Transfer and Thermal Sensation Coupling Model under Steady Stimulation

Buildings
Thermal sensation prediction models can help to evaluate complex thermal environments and guide the environment conditioning strategy. However, most existing models are established basing on the thermal status of the entire human body or local body parts,
Yijia Zhou, Hang Yu, Maohui Luo, Xiang Zhou   +3 more
doaj   +1 more source

A Bayesian Deep Neural Network Approach to Seven-Point Thermal Sensation Perception

IEEE Access, 2022
To create and maintain comfortable indoor environments, predicting occupant thermal sensation is an important goal for architects, engineers, and facility managers.
Mustafa Cakir, Akhan Akbulut
doaj   +1 more source