relation: https://eprints.uet.vnu.edu.vn/eprints/id/eprint/3607/
title: Adaptive Smart Lighting Control based on Genetic Algorithm
creator: Ngo, Minh Hoang
creator: Nguyen, Xuan Viet Cuong
creator: Duong, Quang Khai
creator: Nguyen, Hoai Son
subject: Electronics and Communications
subject: Information Technology (IT)
description: Smart lighting system plays an important role in smart homes because of its convenience comparing with boring and tedious on/off switches. With conventional smart lighting systems, users can easily change the lighting level of a room with a smart phone or voice control device. However, design an automated lighting system with energy saving is still a challenge.  In this paper, we propose an adaptive smart lighting system using a control algorithm based on Genetic Algorithm (GA). Our system turns on and off lights that match the user’s desire brightness and utilizes nature illuminance efficiently to save as much electric energy as possible. The control algorithm based on GA provides the optimized light turning pattern to the system and can adapt with the change of lighting environment and user requirement. Our evaluation results showed that the execution time of our algorithm is short enough to be used in real environment.
date: 2019-11
type: Conference or Workshop Item
type: PeerReviewed
format: application/pdf
language: en
identifier: https://eprints.uet.vnu.edu.vn/eprints/id/eprint/3607/1/1570574522.pdf
identifier:   Ngo, Minh Hoang and Nguyen, Xuan Viet Cuong and Duong, Quang Khai and Nguyen, Hoai Son  (2019) Adaptive Smart Lighting Control based on Genetic Algorithm.  In: 2019 25th Asia-Pacific Conference on Communications (APCC), November 2019, Ho Chi Minh city, Vietnam.