Establishing an ai model on data sensing and prediction for smart home environment control based on labview

KC Yao, WT Huang, CC Wu… - Mathematical Problems in …, 2021 - Wiley Online Library
In this study, the authors aimed to realize a smart home using an AI model that can be
integrated with the Laboratory Virtual Instrument Engineering Workbench (LabVIEW) …

A multi-discipline predictive intelligent control method for maintaining the thermal comfort on indoor environment

H Qin, X Wang - Applied Soft Computing, 2022 - Elsevier
The emergence and application of soft computing have significantly changed the methods to
solve engineering problems. For the indoor environmental control, various machine learning …

Reliable Integration of Neural Network and Internet of Things for Forecasting, Controlling, and Monitoring of Experimental Building Management System

MESM Essa, AM El-shafeey, AH Omar, AE Fathi… - Sustainability, 2023 - mdpi.com
In this paper, Internet of Things (IoT) and artificial intelligence (AI) are employed to solve the
issue of energy consumption in a case study of an education laboratory. IoT enables …

A novel method for Indoor Air Quality Control of Smart Homes using a Machine learning model

A Majdi, AJ Alrubaie, AH Al-Wardy, J Baili… - Advances in Engineering …, 2022 - Elsevier
Smart buildings are one of the areas of interest for researchers today and are of special
importance in large buildings. Air quality control in buildings is one of the crucial issues in …

Design and modeling of intelligent building office and thermal comfort based on probabilistic neural network

M Kciuk, T Bijok, G Lo Sciuto - SN Computer Science, 2022 - Springer
Thermal comfort is strictly related to the efficient use of the environmental and energy
resources to maintain or improve the quality life and thermal well-being of the residents. This …

A consumer-based smart home with indoor air quality monitoring system

K Patil, M Laad, A Kamble, S Laad - IETE Journal of Research, 2019 - Taylor & Francis
Nowadays, home automation has become a popular trend and the demand for smart homes
is rising with consumers being increasingly aware of the new technologies developed in the …

Computer vision-based smart HVAC control system for university classroom in a subtropical climate

H Lan, HC Hou, Z Gou, MS Wong, Z Wang - Building and Environment, 2023 - Elsevier
To respond to the increasing demand for a comfortable, productive and energy efficient
study environment, the application of artificial intelligence technologies in the smart control …

Intelligent thermal comfort controlling system for buildings based on IoT and AI

Y Zhao, PV Genovese, Z Li - Future Internet, 2020 - mdpi.com
With the improvement of technologies, people's demand for intelligent devices of indoor and
outdoor living environments keeps increasing. However, the traditional control system only …

Optimal control of cooling management system for energy conservation in smart home with ANNs-PSO data analytics microservice platform

S Sirisumrannukul, T Intaraumnauy, N Piamvilai - Heliyon, 2024 - cell.com
An intelligent cooling management system with a smart home application is proposed to
evaluate optimal target temperatures and air conditioner fan modes, thereby maximizing …

Dynamic sensing and control system using artificial intelligent techniques for non-uniform indoor environment

HC Zhu, C Ren, SJ Cao - Building and Environment, 2022 - Elsevier
Traditional ventilation systems have difficulty in effectively capturing the dynamic and non-
uniform distribution of indoor environment, making it difficult to meet the dynamic demand of …