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) …

The role of artificial intelligence in photo-voltaic systems design and control: A review

A Youssef, M El-Telbany, A Zekry - Renewable and Sustainable Energy …, 2017 - Elsevier
This paper is a review on the up to date scientific achievements in applying Artificial
Intelligence (AI) techniques in Photovoltaic (PV) systems. It surveys the role of AI algorithms …

Building energy management systems: The age of intelligent and adaptive buildings

M Manic, D Wijayasekara… - IEEE Industrial …, 2016 - ieeexplore.ieee.org
Building automation systems (BAS), or building control systems (BCS), typically consist of
building energy management systems (BEMSs), physical security and access control …

WPD-PCA-based laser welding process monitoring and defects diagnosis by using FNN and SVM

D You, X Gao, S Katayama - IEEE Transactions on Industrial …, 2014 - ieeexplore.ieee.org
Recent years have seen increasing attention paid to laser welding monitoring. This paper
introduces an innovative approach to perform laser welding process monitoring and welded …

A low cost, highly scalable wireless sensor network solution to achieve smart LED light control for green buildings

M Magno, T Polonelli, L Benini… - IEEE Sensors …, 2014 - ieeexplore.ieee.org
Reducing energy demand in the residential and industrial sectors is an important challenge
worldwide. In particular, lights account for a great portion of total energy consumption, and …

Smart indoor lighting systems with luminaire-based sensing: A review of lighting control approaches

A Pandharipande, D Caicedo - Energy and Buildings, 2015 - Elsevier
This article considers smart lighting control systems with luminaire-based sensing for office
lighting applications. Each luminaire has a colocated occupancy sensor and light sensor …

Smart lighting system using ANN-IMC for personalized lighting control and daylight harvesting

NK Kandasamy, G Karunagaran, C Spanos… - Building and …, 2018 - Elsevier
Lighting contributes a significant portion to the overall energy consumption in an office
building. It is thus important to reduce the energy consumption of lighting systems especially …

Fuzzy logic controller for energy savings in a smart LED lighting system considering lighting comfort and daylight

J Liu, W Zhang, X Chu, Y Liu - Energy and Buildings, 2016 - Elsevier
In commercial buildings, lighting constitutes a large proportion of energy consumption.
Saving lighting energy in commercial buildings has aroused great interest among …

DeepDSC: a deep learning method to predict drug sensitivity of cancer cell lines

M Li, Y Wang, R Zheng, X Shi, Y Li… - … /ACM transactions on …, 2019 - ieeexplore.ieee.org
High-throughput screening technologies have provided a large amount of drug sensitivity
data for a panel of cancer cell lines and hundreds of compounds. Computational …

Sensorless control of a linear permanent-magnet motor based on an improved disturbance observer

W Zhao, S Jiao, Q Chen, D Xu… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Linear permanent-magnet (PM) motors incorporate the merits of high efficiency, simple
mechanism, and low cost, which have a bright future in urban rail transit. However, the …