A review on indoor environment quality of Indian school classrooms

NR Kapoor, A Kumar, T Alam, A Kumar, KS Kulkarni… - Sustainability, 2021 - mdpi.com
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 …

Tropical climates and the interplay between IEQ and energy consumption in buildings: A review

A Verma, V Gupta, K Nihar, A Jana, RK Jain… - Building and …, 2023 - Elsevier
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 …

An artificial intelligence-based solar radiation prophesy model for green energy utilization in energy management system

F Alassery, A Alzahrani, AI Khan, K Irshad… - … Energy Technologies and …, 2022 - Elsevier
Solar energy's probabilistic and changeable nature raises serious challenges about
ensuring dependable, cheap, and secure control of power energy networks through the …

An IoT-based deep learning approach to analyse indoor thermal comfort of disabled people

B Brik, M Esseghir, L Merghem-Boulahia… - Building and …, 2021 - Elsevier
Monitoring the thermal comfort of building occupants is crucial for ensuring sustainable and
efficient energy consumption in residential buildings. Existing studies have addressed the …

An IoT based system for magnify air pollution monitoring and prognosis using hybrid artificial intelligence technique

A Almalawi, F Alsolami, AI Khan, A Alkhathlan… - Environmental …, 2022 - Elsevier
Air pollution is the existence of atmospheric chemicals damaging the health of human
beings and other living organisms or damaging the environment or resources. Rarely any …

A thermal comfort evaluation model based on facial skin temperature

X Tian, L Shi, Z Wang, W Liu - Building and Environment, 2023 - Elsevier
This study realized a Fisher discriminant analysis method for thermal comfort evaluation
based on facial skin temperature. These models directly determine whether an individual is …

Prophetic energy assessment with smart implements in hydroelectricity entities using artificial intelligence algorithm

AS Alqahtani, PR Kshirsagar… - … on Electrical Energy …, 2022 - Wiley Online Library
An encouraging development is the quick expansion of renewable energy extraction.
Harnessing renewable energy is economically feasible at the current rate of technological …

Buildings' heating and cooling load prediction for hot arid climates: a novel intelligent data-driven approach

K Irshad, MH Zahir, MS Shaik, A Ali - Buildings, 2022 - mdpi.com
An important aspect in improving the energy efficiency of buildings is the effective use of
building heating and cooling load prediction models. A lot of studies have been undertaken …

Thermal comfort prediction accuracy with machine learning between Regression Analysis and Naïve Bayes Classifier

H Sibyan, J Svajlenka, H Hermawan, N Faqih… - Sustainability, 2022 - mdpi.com
Various data analysis methods can make thermal comfort prediction models. One method
that is often used is multiple linear regression statistical analysis. Regression analysis needs …

Metabolic rate estimation method using image deep learning

H Na, H Choi, T Kim - Building Simulation, 2020 - Springer
Thermal comfort is an important factor in evaluating indoor environmental quality. However,
accurately evaluating thermal comfort conditions is challenging owing to the lack of suitable …