Non-intrusive load monitoring: A review

PA Schirmer, I Mporas - IEEE Transactions on Smart Grid, 2022 - ieeexplore.ieee.org
The rapid development of technology in the electrical energy sector within the last 20 years
has led to growing electric power needs through the increased number of electrical …

Smart plugs: Paradigms and applications in the smart city-and-smart grid

NK Suryadevara, GR Biswal - Energies, 2019 - mdpi.com
In the current energy ecosystem, the need for a Hybrid Appliance Load Monitoring System
(HALMS) to establish a smarter grid and energy infrastructure is undeniable. The increasing …

Simultaneous detection of defects in electrical connectors based on improved convolutional neural network

Y Zhao, J Li, Q Zhang, C Lian, P Shan… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Electrical connector is a main channel for the transmission of signals and energy signals
within electrical device. Even a tiny skew and a missing pin of the electrical connector have …

Watthome: A data-driven approach for energy efficiency analytics at city-scale

S Iyengar, S Lee, D Irwin, P Shenoy… - Proceedings of the 24th …, 2018 - dl.acm.org
Buildings consume over 40% of the total energy in modern societies and improving their
energy efficiency can significantly reduce our energy footprint. In this paper, we present …

[HTML][HTML] Online non-intrusive load monitoring: A review

D Cruz-Rangel, C Ocampo-Martinez, J Diaz-Rozo - Energy Nexus, 2024 - Elsevier
Significant progress has been achieved in managing energy consumption in the residential
sector in recent years. However, the industrial sector requires better coverage due to its …

Smart power plugs for efficient online classification and tracking of appliance behavior

M Aftab, CK Chau - Proceedings of the 8th Asia-Pacific Workshop on …, 2017 - dl.acm.org
Smart power plugs are notable cyber physical systems that can track and control appliance
behavior. Traditional smart plugs provide limited functions, often only capable of recording …

WattScale: A Data-driven Approach for Energy Efficiency Analytics of Buildings at Scale

S Iyengar, S Lee, D Irwin, P Shenoy… - ACM Transactions on Data …, 2021 - dl.acm.org
Buildings consume over 40% of the total energy in modern societies, and improving their
energy efficiency can significantly reduce our energy footprint. In this article, we present …

AutoPlug: An automated metadata service for smart outlets

LPR Ambati, D Irwin - 2016 Seventh International Green and …, 2016 - ieeexplore.ieee.org
Low-cost network-connected smart outlets are now available for monitoring, controlling, and
scheduling the energy usage of electrical devices. As a result, such smart outlets are being …

Bluetooth Based Smart Plug Design for Energy Monitoring in Household Applications

SK Joya, S Das, BB Saha… - 2021 5th International …, 2021 - ieeexplore.ieee.org
This paper represents a complete design of an application executed by a smartphone for
controlling and monitoring domestic products where the smart plug is used as a major …

Residential smart plug with bluetooth communication

TRB de Souza, GG Rodrigues, LS Serrao… - arXiv preprint arXiv …, 2021 - arxiv.org
Electricity forms the backbone of the modern world but increasing energy demand with the
growth of urban areas in recent decades has overwhelmed the current power grid …