AI-big data analytics for building automation and management systems: a survey, actual challenges and future perspectives
In theory, building automation and management systems (BAMSs) can provide all the
components and functionalities required for analyzing and operating buildings. However, in …
components and functionalities required for analyzing and operating buildings. However, in …
A review on indoor environment quality of Indian school classrooms
The progress of Indoor Environmental Quality (IEQ) research in school buildings has
increased profusely in the last two decades and the interest in this area is still growing …
increased profusely in the last two decades and the interest in this area is still growing …
A novel deep learning model integrating CNN and GRU to predict particulate matter concentrations
Z Guo, C Yang, D Wang, H Liu - Process Safety and Environmental …, 2023 - Elsevier
PM 2.5 is a significant environmental pollutant that damages the environment and
endangers human health. Precise forecast of PM 2.5 concentrations is very important to …
endangers human health. Precise forecast of PM 2.5 concentrations is very important to …
Predictive models for daylight performance of general floorplans based on CNN and GAN: A proof-of-concept study
Q He, Z Li, W Gao, H Chen, X Wu, X Cheng… - Building and …, 2021 - Elsevier
A daylight performance evaluation at the early design stage is essential for a building
morphology design and optimization, having a tremendous influence on energy …
morphology design and optimization, having a tremendous influence on energy …
Business demand for a cloud enterprise data warehouse in electronic healthcare computing: Issues and developments in e-healthcare cloud computing
A Onyebuchi, UO Matthew, JS Kazaure… - International Journal of …, 2022 - igi-global.com
Cloud enterprise data warehousing is a top level strategic business and information
technology (IT) investment initiative in any organization that is technologically inclined, profit …
technology (IT) investment initiative in any organization that is technologically inclined, profit …
Kernel PLS with AdaBoost ensemble learning for particulate matters forecasting in subway environment
J Wang, Y Lu, C Xin, CK Yoo, H Liu - Measurement, 2022 - Elsevier
Excessive exposure to hazardous air pollutants remains the leading cause of serious cardio-
respiratory disease among commuters. To monitor and improve the air quality in time, soft …
respiratory disease among commuters. To monitor and improve the air quality in time, soft …
Missing data imputation on IoT sensor networks: Implications for on-site sensor calibration
NU Okafor, DT Delaney - IEEE Sensors Journal, 2021 - ieeexplore.ieee.org
IoT sensors are becoming increasingly important supplement to traditional monitoring
systems, particularly for in-situ based monitoring. Data collected using IoT sensors are often …
systems, particularly for in-situ based monitoring. Data collected using IoT sensors are often …
Imputing missing indoor air quality data with inverse mapping generative adversarial network
Sensors deployed all over the buildings are nowadays collecting a large amount of data,
such as the Indoor Air Quality (IAQ) data which can provide valuable suggestions on …
such as the Indoor Air Quality (IAQ) data which can provide valuable suggestions on …
A hybrid extreme learning machine and deep belief network framework for sludge bulking monitoring in a dynamic wastewater treatment process
In biological wastewater treatment plants (WWTPs), sludge thickening is a common problem
with major economic and environmental effects. Monitoring the sludge volume index (SVI) is …
with major economic and environmental effects. Monitoring the sludge volume index (SVI) is …
Tropical climates and the interplay between IEQ and energy consumption in buildings: A review
Indoor environmental quality (IEQ) can impact human health, well-being, and productivity.
This paper reviews the couplings between IEQ which consists of thermal, acoustic, visual …
This paper reviews the couplings between IEQ which consists of thermal, acoustic, visual …