Machine learning methods in smart lighting toward achieving user comfort: a survey

AG Putrada, M Abdurohman, D Perdana… - IEEE access, 2022 - ieeexplore.ieee.org
Smart lighting has become a universal smart product solution, with global revenues of up to
US 5.9 billion by 2021. Six main factors drive the technology: light-emitting diode (LED) …

Improved Resource management and utilization based on a fog-cloud computing system with IoT incorporated with Classifier systems

M Buvana, K Loheswaran, K Madhavi… - Microprocessors and …, 2021 - Elsevier
With the rapid rise of computing devices-linked networks, the Internet of Things (IoT) has
increased proportionally and speedily. After that, the size of the data generated and …

Design of 360° Dead-Angle-Free Smart Desk Lamp based on Visual Tracking

J Sun, Y Liu - HighTech and Innovation Journal, 2023 - hightechjournal.org
Objectives: This study aims to design a dead-angle-free smart desk lamp. Methods: The
convolutional neural network (CNN) algorithm was used to realize the identification and …

Green Warehouse Intelligent Lighting Optimization Design Strategy

Y Liu, P Yang, Y Bai - Proceedings of the 2022 6th International …, 2022 - dl.acm.org
Under the guidance of the National Development and Reform Commission of China, the
Ministry of Natural Resources, the Ministry of Ecology and Environment, the National Energy …

Intelligent acquisition method for power consumption data of single channel grouping based on symmetric mathematics

J Sun - Wireless Networks, 2022 - Springer
Aiming at the poor real-time performance of single-channel grouping power consumption
data acquisition, an intelligent data acquisition method based on symmetric mathematics is …

Research on Algorithm of big data sensor anomaly diagnosis

W Qiu, W Gu - 2022 World Automation Congress (WAC), 2022 - ieeexplore.ieee.org
With the decrease of sensor cost and the increase of performance, the application of sensor
is becoming more and more popular. Sensors in different locations and devices produce …

Intelligent Lighting Control Systems for Energy Savings in Hospital Buildings Using Artificial Neural Networks

N Okomba - FUDMA JOURNAL OF SCIENCES, 2024 - fjs.fudutsinma.edu.ng
Lighting control systems are essential in modern building automation and smart homes,
efficiently managing illumination to enhance energy conservation and user comfort. This …